warning: commands will be executed using /bin/sh
job 2166 at Sat Mar 29 20:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140328/YutaMouse20-140328/YutaMouse20-140328
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 1825772 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 608590 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 32070 members 
Mstep: Class 3 contains 32066 members 
Mstep: Class 4 contains 31900 members 
Mstep: Class 5 contains 32030 members 
Mstep: Class 6 contains 32160 members 
Mstep: Class 7 contains 31751 members 
Mstep: Class 8 contains 31972 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 32154 members 
Mstep: Class 11 contains 31956 members 
Mstep: Class 12 contains 31854 members 
Mstep: Class 13 contains 32147 members 
Mstep: Class 14 contains 32170 members 
Mstep: Class 15 contains 32176 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 32066 members 
Mstep: Class 18 contains 32051 members 
Mstep: Class 19 contains 31801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 11.764317 but Gain 606.010742
Score: -24830698.000000 Penalty: 10908.178711
Iteration 0F: 19 clusters Score -2.48307e+07 nChanged 576044
Entering Unmasked Mstep 
Mstep: Class 0 contains 2759 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 52991 members 
Mstep: Class 3 contains 50566 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 11595 members 
Mstep: Class 6 contains 75685 members 
Mstep: Class 7 contains 24701 members 
Mstep: Class 8 contains 46362 members 
Mstep: Class 9 contains 15551 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 14 contains 6035 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 16 contains 89558 members 
Mstep: Class 17 contains 51096 members 
Mstep: Class 18 contains 111652 members 
Mstep: Class 19 contains 53537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 176.929596 but Gain 606.009766
Score: -27511692.000000 Penalty: 10302.168945
Iteration 1F: 18 clusters Score -2.751169e+07 nChanged 202761
Entering Unmasked Mstep 
Mstep: Class 0 contains 2715 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 45788 members 
Mstep: Class 3 contains 39458 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 6327 members 
Mstep: Class 6 contains 74547 members 
Mstep: Class 7 contains 21434 members 
Mstep: Class 8 contains 48899 members 
Mstep: Class 9 contains 6541 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 113492 members 
Mstep: Class 17 contains 53814 members 
Mstep: Class 18 contains 117701 members 
Mstep: Class 19 contains 66329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 349.543182 but Gain 606.009766
Score: -27769272.000000 Penalty: 9696.159180
Iteration 2F: 17 clusters Score -2.776927e+07 nChanged 123262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2611 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45974 members 
Mstep: Class 3 contains 33037 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 72500 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 42208 members 
Mstep: Class 9 contains 3401 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 118972 members 
Mstep: Class 17 contains 57351 members 
Mstep: Class 18 contains 117427 members 
Mstep: Class 19 contains 84094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 401.276581 but Gain 606.009766
Score: -27922994.000000 Penalty: 9090.149414
Iteration 3F: 16 clusters Score -2.792299e+07 nChanged 97615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2188 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47906 members 
Mstep: Class 3 contains 29973 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 73669 members 
Mstep: Class 7 contains 12930 members 
Mstep: Class 8 contains 33544 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 16 contains 118171 members 
Mstep: Class 17 contains 57140 members 
Mstep: Class 18 contains 115834 members 
Mstep: Class 19 contains 105332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 532.849060 but Gain 606.009766
Score: -28045538.000000 Penalty: 8484.139648
Iteration 4F: 15 clusters Score -2.804554e+07 nChanged 72495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1634 members 
Mstep: Class 2 contains 47944 members 
Mstep: Class 3 contains 28524 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 74338 members 
Mstep: Class 7 contains 8483 members 
Mstep: Class 8 contains 25940 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 14 contains 7100 members 
Mstep: Class 16 contains 120392 members 
Mstep: Class 17 contains 55168 members 
Mstep: Class 18 contains 117515 members 
Mstep: Class 19 contains 117470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 383.604797 but Gain 606.010254
Score: -28114428.000000 Penalty: 7878.129395
Iteration 5F: 14 clusters Score -2.811443e+07 nChanged 53836
Entering Unmasked Mstep 
Mstep: Class 0 contains 1328 members 
Mstep: Class 2 contains 45986 members 
Mstep: Class 3 contains 28184 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 6 contains 73683 members 
Mstep: Class 7 contains 6892 members 
Mstep: Class 8 contains 20002 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 16 contains 126121 members 
Mstep: Class 17 contains 52627 members 
Mstep: Class 18 contains 120972 members 
Mstep: Class 19 contains 121721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 408.200012 but Gain 606.009766
Score: -28155418.000000 Penalty: 7272.119629
Iteration 6F: 13 clusters Score -2.815542e+07 nChanged 43912
Entering Unmasked Mstep 
Mstep: Class 0 contains 1188 members 
Mstep: Class 2 contains 43313 members 
Mstep: Class 3 contains 28642 members 
Mstep: Class 4 contains 1886 members 
Mstep: Class 6 contains 72179 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 15560 members 
Mstep: Class 9 contains 683 members 
Mstep: Class 14 contains 8795 members 
Mstep: Class 16 contains 132002 members 
Mstep: Class 17 contains 49900 members 
Mstep: Class 18 contains 124641 members 
Mstep: Class 19 contains 123579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 482.287201 but Gain 606.010254
Score: -28193178.000000 Penalty: 6666.109375
Iteration 7F: 12 clusters Score -2.819318e+07 nChanged 38264
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 2 contains 40711 members 
Mstep: Class 3 contains 29350 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 6 contains 70354 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 12589 members 
Mstep: Class 14 contains 9252 members 
Mstep: Class 16 contains 137294 members 
Mstep: Class 17 contains 47191 members 
Mstep: Class 18 contains 128476 members 
Mstep: Class 19 contains 124468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28237802.000000 Penalty: 6666.109375
Iteration 8F: 12 clusters Score -2.82378e+07 nChanged 31444
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 2 contains 37858 members 
Mstep: Class 3 contains 29563 members 
Mstep: Class 4 contains 2973 members 
Mstep: Class 6 contains 68812 members 
Mstep: Class 7 contains 5528 members 
Mstep: Class 8 contains 10956 members 
Mstep: Class 14 contains 9577 members 
Mstep: Class 16 contains 141530 members 
Mstep: Class 17 contains 44684 members 
Mstep: Class 18 contains 132195 members 
Mstep: Class 19 contains 124807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28255140.000000 Penalty: 6666.109375
Iteration 9F: 12 clusters Score -2.825514e+07 nChanged 24998
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 35136 members 
Mstep: Class 3 contains 29098 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 6 contains 67604 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 10593 members 
Mstep: Class 14 contains 9754 members 
Mstep: Class 16 contains 145164 members 
Mstep: Class 17 contains 42511 members 
Mstep: Class 18 contains 135591 members 
Mstep: Class 19 contains 124793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28266228.000000 Penalty: 6666.109375
Iteration 10Q: 12 clusters Score -2.826623e+07 nChanged 20376
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 2 contains 32528 members 
Mstep: Class 3 contains 28175 members 
Mstep: Class 4 contains 3017 members 
Mstep: Class 6 contains 66547 members 
Mstep: Class 7 contains 5015 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 14 contains 9846 members 
Mstep: Class 16 contains 148415 members 
Mstep: Class 17 contains 40735 members 
Mstep: Class 18 contains 138610 members 
Mstep: Class 19 contains 124609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28273936.000000 Penalty: 6666.109375
Iteration 11Q: 12 clusters Score -2.827394e+07 nChanged 16700
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 30320 members 
Mstep: Class 3 contains 27008 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 6 contains 65289 members 
Mstep: Class 7 contains 4805 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 14 contains 9900 members 
Mstep: Class 16 contains 151129 members 
Mstep: Class 17 contains 39236 members 
Mstep: Class 18 contains 141514 members 
Mstep: Class 19 contains 124402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28280252.000000 Penalty: 6666.109375
Iteration 12Q: 12 clusters Score -2.828025e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 28443 members 
Mstep: Class 3 contains 25733 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 6 contains 63837 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 16 contains 153278 members 
Mstep: Class 17 contains 38030 members 
Mstep: Class 18 contains 144389 members 
Mstep: Class 19 contains 124147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28285192.000000 Penalty: 6666.109375
Iteration 13Q: 12 clusters Score -2.828519e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 26847 members 
Mstep: Class 3 contains 24562 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 6 contains 62136 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 14339 members 
Mstep: Class 14 contains 9898 members 
Mstep: Class 16 contains 154811 members 
Mstep: Class 17 contains 37040 members 
Mstep: Class 18 contains 147411 members 
Mstep: Class 19 contains 123870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28288302.000000 Penalty: 6666.109375
Iteration 14Q: 12 clusters Score -2.82883e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 25539 members 
Mstep: Class 3 contains 23489 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 6 contains 60175 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 15704 members 
Mstep: Class 14 contains 9867 members 
Mstep: Class 16 contains 155784 members 
Mstep: Class 17 contains 36272 members 
Mstep: Class 18 contains 150496 members 
Mstep: Class 19 contains 123618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28290850.000000 Penalty: 6666.109375
Iteration 15Q: 12 clusters Score -2.829085e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 24442 members 
Mstep: Class 3 contains 22514 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 6 contains 58048 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 16970 members 
Mstep: Class 14 contains 9837 members 
Mstep: Class 16 contains 156265 members 
Mstep: Class 17 contains 35649 members 
Mstep: Class 18 contains 153830 members 
Mstep: Class 19 contains 123395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28292906.000000 Penalty: 6666.109375
Iteration 16Q: 12 clusters Score -2.829291e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 23422 members 
Mstep: Class 3 contains 21620 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 6 contains 55798 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 18193 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 16 contains 156358 members 
Mstep: Class 17 contains 35143 members 
Mstep: Class 18 contains 157415 members 
Mstep: Class 19 contains 123202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28294784.000000 Penalty: 6666.109375
Iteration 17Q: 12 clusters Score -2.829478e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 22527 members 
Mstep: Class 3 contains 20813 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 6 contains 53407 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 19351 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 16 contains 156028 members 
Mstep: Class 17 contains 34814 members 
Mstep: Class 18 contains 161249 members 
Mstep: Class 19 contains 123018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28296736.000000 Penalty: 6666.109375
Iteration 18Q: 12 clusters Score -2.829674e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 21714 members 
Mstep: Class 3 contains 20078 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 6 contains 50953 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 20411 members 
Mstep: Class 14 contains 9666 members 
Mstep: Class 16 contains 155199 members 
Mstep: Class 17 contains 34622 members 
Mstep: Class 18 contains 165454 members 
Mstep: Class 19 contains 122854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28298478.000000 Penalty: 6666.109375
Iteration 19Q: 12 clusters Score -2.829848e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 19419 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 6 contains 48445 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 21470 members 
Mstep: Class 14 contains 9585 members 
Mstep: Class 16 contains 153993 members 
Mstep: Class 17 contains 34478 members 
Mstep: Class 18 contains 169877 members 
Mstep: Class 19 contains 122685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300640.000000 Penalty: 6666.109375
Iteration 20F: 12 clusters Score -2.830064e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 20294 members 
Mstep: Class 3 contains 18687 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 6 contains 45767 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 22681 members 
Mstep: Class 14 contains 9485 members 
Mstep: Class 16 contains 152356 members 
Mstep: Class 17 contains 34394 members 
Mstep: Class 18 contains 174755 members 
Mstep: Class 19 contains 122533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28302534.000000 Penalty: 6666.109375
Iteration 21Q: 12 clusters Score -2.830253e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 2 contains 19572 members 
Mstep: Class 3 contains 18022 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 6 contains 43070 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 23836 members 
Mstep: Class 14 contains 9379 members 
Mstep: Class 16 contains 150315 members 
Mstep: Class 17 contains 34319 members 
Mstep: Class 18 contains 180078 members 
Mstep: Class 19 contains 122357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28304944.000000 Penalty: 6666.109375
Iteration 22Q: 12 clusters Score -2.830494e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 18817 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 6 contains 40369 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 8 contains 25021 members 
Mstep: Class 14 contains 9270 members 
Mstep: Class 16 contains 147728 members 
Mstep: Class 17 contains 34277 members 
Mstep: Class 18 contains 185834 members 
Mstep: Class 19 contains 122190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28307556.000000 Penalty: 6666.109375
Iteration 23Q: 12 clusters Score -2.830756e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 18065 members 
Mstep: Class 3 contains 16987 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 6 contains 37722 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 26126 members 
Mstep: Class 14 contains 9143 members 
Mstep: Class 16 contains 144713 members 
Mstep: Class 17 contains 34155 members 
Mstep: Class 18 contains 192027 members 
Mstep: Class 19 contains 122016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28310272.000000 Penalty: 6666.109375
Iteration 24Q: 12 clusters Score -2.831027e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 17346 members 
Mstep: Class 3 contains 16577 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 6 contains 35134 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 27160 members 
Mstep: Class 14 contains 9008 members 
Mstep: Class 16 contains 141350 members 
Mstep: Class 17 contains 33949 members 
Mstep: Class 18 contains 198547 members 
Mstep: Class 19 contains 121889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28312692.000000 Penalty: 6666.109375
Iteration 25Q: 12 clusters Score -2.831269e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 16676 members 
Mstep: Class 3 contains 16159 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 6 contains 32634 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 28064 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 16 contains 137626 members 
Mstep: Class 17 contains 33653 members 
Mstep: Class 18 contains 205509 members 
Mstep: Class 19 contains 121769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28315638.000000 Penalty: 6666.109375
Iteration 26Q: 12 clusters Score -2.831564e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 16041 members 
Mstep: Class 3 contains 15789 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 6 contains 30294 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 28968 members 
Mstep: Class 14 contains 8718 members 
Mstep: Class 16 contains 133545 members 
Mstep: Class 17 contains 33292 members 
Mstep: Class 18 contains 212668 members 
Mstep: Class 19 contains 121645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28318396.000000 Penalty: 6666.109375
Iteration 27Q: 12 clusters Score -2.83184e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 15465 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 6 contains 28001 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 29856 members 
Mstep: Class 14 contains 8553 members 
Mstep: Class 16 contains 129062 members 
Mstep: Class 17 contains 32885 members 
Mstep: Class 18 contains 220184 members 
Mstep: Class 19 contains 121547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28321426.000000 Penalty: 6666.109375
Iteration 28Q: 12 clusters Score -2.832143e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 14720 members 
Mstep: Class 3 contains 15160 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 6 contains 25965 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 8 contains 30743 members 
Mstep: Class 14 contains 8383 members 
Mstep: Class 16 contains 124100 members 
Mstep: Class 17 contains 32521 members 
Mstep: Class 18 contains 227912 members 
Mstep: Class 19 contains 121457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28324680.000000 Penalty: 6666.109375
Iteration 29Q: 12 clusters Score -2.832468e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 13947 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 6 contains 24083 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 8 contains 31541 members 
Mstep: Class 14 contains 8225 members 
Mstep: Class 16 contains 118970 members 
Mstep: Class 17 contains 32236 members 
Mstep: Class 18 contains 235720 members 
Mstep: Class 19 contains 121380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328090.000000 Penalty: 6666.109375
Iteration 30Q: 12 clusters Score -2.832809e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 13107 members 
Mstep: Class 3 contains 14590 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 6 contains 22393 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 8 contains 32315 members 
Mstep: Class 14 contains 8061 members 
Mstep: Class 16 contains 113410 members 
Mstep: Class 17 contains 32061 members 
Mstep: Class 18 contains 243733 members 
Mstep: Class 19 contains 121299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28331046.000000 Penalty: 6666.109375
Iteration 31Q: 12 clusters Score -2.833105e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 12251 members 
Mstep: Class 3 contains 14386 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 6 contains 20949 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 33062 members 
Mstep: Class 14 contains 7909 members 
Mstep: Class 16 contains 107727 members 
Mstep: Class 17 contains 31994 members 
Mstep: Class 18 contains 251506 members 
Mstep: Class 19 contains 121190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28334262.000000 Penalty: 6666.109375
Iteration 32Q: 12 clusters Score -2.833426e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 14189 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 6 contains 19709 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 33781 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 16 contains 101870 members 
Mstep: Class 17 contains 32044 members 
Mstep: Class 18 contains 259177 members 
Mstep: Class 19 contains 121062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337608.000000 Penalty: 6666.109375
Iteration 33Q: 12 clusters Score -2.833761e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 13993 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 6 contains 18754 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 34464 members 
Mstep: Class 14 contains 7612 members 
Mstep: Class 16 contains 95919 members 
Mstep: Class 17 contains 32294 members 
Mstep: Class 18 contains 266505 members 
Mstep: Class 19 contains 120890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340386.000000 Penalty: 6666.109375
Iteration 34Q: 12 clusters Score -2.834039e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 9647 members 
Mstep: Class 3 contains 13774 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 6 contains 18000 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 35019 members 
Mstep: Class 14 contains 7473 members 
Mstep: Class 16 contains 90153 members 
Mstep: Class 17 contains 32742 members 
Mstep: Class 18 contains 273509 members 
Mstep: Class 19 contains 120665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343144.000000 Penalty: 6666.109375
Iteration 35Q: 12 clusters Score -2.834314e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 8789 members 
Mstep: Class 3 contains 13616 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 6 contains 17400 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 35422 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 16 contains 84627 members 
Mstep: Class 17 contains 33310 members 
Mstep: Class 18 contains 280086 members 
Mstep: Class 19 contains 120430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345612.000000 Penalty: 6666.109375
Iteration 36Q: 12 clusters Score -2.834561e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 7983 members 
Mstep: Class 3 contains 13441 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 6 contains 16931 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 35637 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 16 contains 79457 members 
Mstep: Class 17 contains 33947 members 
Mstep: Class 18 contains 286307 members 
Mstep: Class 19 contains 120145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348110.000000 Penalty: 6666.109375
Iteration 37Q: 12 clusters Score -2.834811e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 7194 members 
Mstep: Class 3 contains 13232 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 6 contains 16607 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 35746 members 
Mstep: Class 14 contains 6982 members 
Mstep: Class 16 contains 74472 members 
Mstep: Class 17 contains 34650 members 
Mstep: Class 18 contains 292243 members 
Mstep: Class 19 contains 119864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351682.000000 Penalty: 6666.109375
Iteration 38Q: 12 clusters Score -2.835168e+07 nChanged 8203
Entering ConstructFrom: 
Score: -28351682.000000 Penalty: 6666.109375
Entering ConstructFrom: 
Trying to split cluster 2 (6492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Entering Unmasked Estep 
Score: -301117.750000 Penalty: 399.413849
	Iteration 0F: 2 clusters Score -301117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -296773.750000 Penalty: 798.827698
	Iteration 0F: 3 clusters Score -296773.8 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -298560.875000 Penalty: 798.827698
	Iteration 1F: 3 clusters Score -298560.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -298863.343750 Penalty: 798.827698
	Iteration 2F: 3 clusters Score -298863.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -299296.031250 Penalty: 798.827698
	Iteration 3F: 3 clusters Score -299296 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -299813.156250 Penalty: 798.827698
	Iteration 4F: 3 clusters Score -299813.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -300298.187500 Penalty: 798.827698
	Iteration 5F: 3 clusters Score -300298.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -300641.156250 Penalty: 798.827698
	Iteration 6F: 3 clusters Score -300641.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -300868.656250 Penalty: 798.827698
	Iteration 7Q: 3 clusters Score -300868.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -300979.437500 Penalty: 798.827698
	Iteration 8Q: 3 clusters Score -300979.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -301029.406250 Penalty: 798.827698
	Iteration 9Q: 3 clusters Score -301029.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -301056.843750 Penalty: 798.827698
	Iteration 10Q: 3 clusters Score -301056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -301065.312500 Penalty: 798.827698
	Iteration 11Q: 3 clusters Score -301065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -301070.468750 Penalty: 798.827698
	Iteration 12Q: 3 clusters Score -301070.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -301077.906250 Penalty: 798.827698
	Iteration 13Q: 3 clusters Score -301077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -301080.281250 Penalty: 798.827698
	Iteration 14Q: 3 clusters Score -301080.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -301080.281250 Penalty: 798.827698
	Iteration 15F: 3 clusters Score -301080.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Entering Unmasked Estep 
Score: -657354.562500 Penalty: 430.832733
	Iteration 0F: 2 clusters Score -657354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -648796.062500 Penalty: 861.665466
	Iteration 0F: 3 clusters Score -648796.1 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -652457.437500 Penalty: 861.665466
	Iteration 1F: 3 clusters Score -652457.4 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -653251.250000 Penalty: 861.665466
	Iteration 2F: 3 clusters Score -653251.2 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -654397.500000 Penalty: 861.665466
	Iteration 3F: 3 clusters Score -654397.5 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -655599.625000 Penalty: 861.665466
	Iteration 4F: 3 clusters Score -655599.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -656267.062500 Penalty: 861.665466
	Iteration 5F: 3 clusters Score -656267.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -656490.312500 Penalty: 861.665466
	Iteration 6Q: 3 clusters Score -656490.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -656588.312500 Penalty: 861.665466
	Iteration 7Q: 3 clusters Score -656588.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -656659.125000 Penalty: 861.665466
	Iteration 8Q: 3 clusters Score -656659.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -656713.375000 Penalty: 861.665466
	Iteration 9Q: 3 clusters Score -656713.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -656758.000000 Penalty: 861.665466
	Iteration 10Q: 3 clusters Score -656758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -656783.125000 Penalty: 861.665466
	Iteration 11Q: 3 clusters Score -656783.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -656804.125000 Penalty: 861.665466
	Iteration 12Q: 3 clusters Score -656804.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -656821.500000 Penalty: 861.665466
	Iteration 13Q: 3 clusters Score -656821.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -656831.312500 Penalty: 861.665466
	Iteration 14Q: 3 clusters Score -656831.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -656843.125000 Penalty: 861.665466
	Iteration 15Q: 3 clusters Score -656843.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -656857.687500 Penalty: 861.665466
	Iteration 16Q: 3 clusters Score -656857.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -656866.625000 Penalty: 861.665466
	Iteration 17Q: 3 clusters Score -656866.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -656871.312500 Penalty: 861.665466
	Iteration 18Q: 3 clusters Score -656871.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -656878.875000 Penalty: 861.665466
	Iteration 19Q: 3 clusters Score -656878.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -656882.250000 Penalty: 861.665466
	Iteration 20F: 3 clusters Score -656882.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -656889.437500 Penalty: 861.665466
	Iteration 21Q: 3 clusters Score -656889.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -656894.062500 Penalty: 861.665466
	Iteration 22Q: 3 clusters Score -656894.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -656904.687500 Penalty: 861.665466
	Iteration 23Q: 3 clusters Score -656904.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -656910.437500 Penalty: 861.665466
	Iteration 24Q: 3 clusters Score -656910.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -656916.562500 Penalty: 861.665466
	Iteration 25Q: 3 clusters Score -656916.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -656927.187500 Penalty: 861.665466
	Iteration 26Q: 3 clusters Score -656927.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -656940.375000 Penalty: 861.665466
	Iteration 27Q: 3 clusters Score -656940.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -656947.312500 Penalty: 861.665466
	Iteration 28Q: 3 clusters Score -656947.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -656955.062500 Penalty: 861.665466
	Iteration 29Q: 3 clusters Score -656955.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -656969.625000 Penalty: 861.665466
	Iteration 30Q: 3 clusters Score -656969.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -656983.625000 Penalty: 861.665466
	Iteration 31Q: 3 clusters Score -656983.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -656994.125000 Penalty: 861.665466
	Iteration 32Q: 3 clusters Score -656994.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -657006.312500 Penalty: 861.665466
	Iteration 33Q: 3 clusters Score -657006.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -657023.062500 Penalty: 861.665466
	Iteration 34Q: 3 clusters Score -657023.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -657035.125000 Penalty: 861.665466
	Iteration 35Q: 3 clusters Score -657035.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -657045.937500 Penalty: 861.665466
	Iteration 36Q: 3 clusters Score -657045.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -657059.250000 Penalty: 861.665466
	Iteration 37Q: 3 clusters Score -657059.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -657070.875000 Penalty: 861.665466
	Iteration 38Q: 3 clusters Score -657070.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -657074.875000 Penalty: 861.665466
	Iteration 39Q: 3 clusters Score -657074.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -657081.500000 Penalty: 861.665466
	Iteration 40F: 3 clusters Score -657081.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -657087.750000 Penalty: 861.665466
	Iteration 41Q: 3 clusters Score -657087.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -657091.187500 Penalty: 861.665466
	Iteration 42Q: 3 clusters Score -657091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -657097.812500 Penalty: 861.665466
	Iteration 43Q: 3 clusters Score -657097.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -657104.562500 Penalty: 861.665466
	Iteration 44Q: 3 clusters Score -657104.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -657110.437500 Penalty: 861.665466
	Iteration 45Q: 3 clusters Score -657110.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -657113.812500 Penalty: 861.665466
	Iteration 46Q: 3 clusters Score -657113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -657122.250000 Penalty: 861.665466
	Iteration 47Q: 3 clusters Score -657122.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -657124.312500 Penalty: 861.665466
	Iteration 48Q: 3 clusters Score -657124.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -657125.062500 Penalty: 861.665466
	Iteration 49Q: 3 clusters Score -657125.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -657126.437500 Penalty: 861.665466
	Iteration 50Q: 3 clusters Score -657126.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -657129.187500 Penalty: 861.665466
	Iteration 51Q: 3 clusters Score -657129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -657128.937500 Penalty: 861.665466
	Iteration 52Q: 3 clusters Score -657128.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -657132.562500 Penalty: 861.665466
	Iteration 53Q: 3 clusters Score -657132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -657134.187500 Penalty: 861.665466
	Iteration 54Q: 3 clusters Score -657134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -657134.375000 Penalty: 861.665466
	Iteration 55Q: 3 clusters Score -657134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -657135.125000 Penalty: 861.665466
	Iteration 56Q: 3 clusters Score -657135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -657133.937500 Penalty: 861.665466
	Iteration 57Q: 3 clusters Score -657133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -657134.437500 Penalty: 861.665466
	Iteration 58Q: 3 clusters Score -657134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -657135.437500 Penalty: 861.665466
	Iteration 59Q: 3 clusters Score -657135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -657135.187500 Penalty: 861.665466
	Iteration 60F: 3 clusters Score -657135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -657136.187500 Penalty: 861.665466
	Iteration 61Q: 3 clusters Score -657136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -657136.812500 Penalty: 861.665466
	Iteration 62Q: 3 clusters Score -657136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -657136.812500 Penalty: 861.665466
	Iteration 63F: 3 clusters Score -657136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -97580.437500 Penalty: 364.982086
	Iteration 0F: 2 clusters Score -97580.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -95736.218750 Penalty: 729.964172
	Iteration 0F: 3 clusters Score -95736.22 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -99276.539062 Penalty: 729.964172
	Iteration 1F: 3 clusters Score -99276.54 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -100724.468750 Penalty: 729.964172
	Iteration 2F: 3 clusters Score -100724.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -101677.250000 Penalty: 729.964172
	Iteration 3F: 3 clusters Score -101677.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -102206.710938 Penalty: 729.964172
	Iteration 4Q: 3 clusters Score -102206.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -102777.835938 Penalty: 729.964172
	Iteration 5Q: 3 clusters Score -102777.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -103092.460938 Penalty: 729.964172
	Iteration 6Q: 3 clusters Score -103092.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -103197.031250 Penalty: 729.964172
	Iteration 7Q: 3 clusters Score -103197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -103300.710938 Penalty: 729.964172
	Iteration 8Q: 3 clusters Score -103300.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -103453.070312 Penalty: 729.964172
	Iteration 9Q: 3 clusters Score -103453.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -103672.242188 Penalty: 729.964172
	Iteration 10Q: 3 clusters Score -103672.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -104052.710938 Penalty: 729.964172
	Iteration 11Q: 3 clusters Score -104052.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -104777.125000 Penalty: 729.964172
	Iteration 12Q: 3 clusters Score -104777.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -105916.453125 Penalty: 729.964172
	Iteration 13Q: 3 clusters Score -105916.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -106986.875000 Penalty: 729.964172
	Iteration 14Q: 3 clusters Score -106986.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -107079.726562 Penalty: 729.964172
	Iteration 15Q: 3 clusters Score -107079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -107081.109375 Penalty: 729.964172
	Iteration 16Q: 3 clusters Score -107081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -107103.007812 Penalty: 729.964172
	Iteration 17F: 3 clusters Score -107103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -107110.242188 Penalty: 729.964172
	Iteration 18Q: 3 clusters Score -107110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -107112.429688 Penalty: 729.964172
	Iteration 19Q: 3 clusters Score -107112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -107112.687500 Penalty: 729.964172
	Iteration 20F: 3 clusters Score -107112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 16 contains 69813 members 
Mstep: Class 17 contains 35341 members 
Mstep: Class 18 contains 298169 members 
Mstep: Class 19 contains 119475 members 
Entering Unmasked Estep 
Score: -28362588.000000 Penalty: 7272.119629
Splitting cluster 4 changes total score from -28351682.000000 to -28362588.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (16317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Entering Unmasked Estep 
Score: -842729.250000 Penalty: 441.348297
	Iteration 0F: 2 clusters Score -842729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -831821.062500 Penalty: 882.696594
	Iteration 0F: 3 clusters Score -831821.1 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -836359.750000 Penalty: 882.696594
	Iteration 1F: 3 clusters Score -836359.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -836636.750000 Penalty: 882.696594
	Iteration 2Q: 3 clusters Score -836636.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -837057.062500 Penalty: 882.696594
	Iteration 3Q: 3 clusters Score -837057.1 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -837744.062500 Penalty: 882.696594
	Iteration 4F: 3 clusters Score -837744.1 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -838701.750000 Penalty: 882.696594
	Iteration 5F: 3 clusters Score -838701.8 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -839594.250000 Penalty: 882.696594
	Iteration 6F: 3 clusters Score -839594.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -840071.125000 Penalty: 882.696594
	Iteration 7F: 3 clusters Score -840071.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -840297.000000 Penalty: 882.696594
	Iteration 8Q: 3 clusters Score -840297 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -840433.812500 Penalty: 882.696594
	Iteration 9Q: 3 clusters Score -840433.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -840550.125000 Penalty: 882.696594
	Iteration 10Q: 3 clusters Score -840550.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -840674.875000 Penalty: 882.696594
	Iteration 11Q: 3 clusters Score -840674.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -840792.687500 Penalty: 882.696594
	Iteration 12Q: 3 clusters Score -840792.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -840911.812500 Penalty: 882.696594
	Iteration 13Q: 3 clusters Score -840911.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -841004.312500 Penalty: 882.696594
	Iteration 14Q: 3 clusters Score -841004.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -841081.375000 Penalty: 882.696594
	Iteration 15Q: 3 clusters Score -841081.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -841145.187500 Penalty: 882.696594
	Iteration 16Q: 3 clusters Score -841145.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -841205.187500 Penalty: 882.696594
	Iteration 17Q: 3 clusters Score -841205.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -841242.875000 Penalty: 882.696594
	Iteration 18Q: 3 clusters Score -841242.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -841272.312500 Penalty: 882.696594
	Iteration 19Q: 3 clusters Score -841272.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -841295.125000 Penalty: 882.696594
	Iteration 20F: 3 clusters Score -841295.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -841319.000000 Penalty: 882.696594
	Iteration 21Q: 3 clusters Score -841319 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -841332.312500 Penalty: 882.696594
	Iteration 22Q: 3 clusters Score -841332.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -841341.812500 Penalty: 882.696594
	Iteration 23Q: 3 clusters Score -841341.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -841348.187500 Penalty: 882.696594
	Iteration 24Q: 3 clusters Score -841348.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -841356.562500 Penalty: 882.696594
	Iteration 25Q: 3 clusters Score -841356.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -841360.562500 Penalty: 882.696594
	Iteration 26Q: 3 clusters Score -841360.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -841369.125000 Penalty: 882.696594
	Iteration 27Q: 3 clusters Score -841369.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -841371.500000 Penalty: 882.696594
	Iteration 28Q: 3 clusters Score -841371.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -841381.125000 Penalty: 882.696594
	Iteration 29Q: 3 clusters Score -841381.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -841385.125000 Penalty: 882.696594
	Iteration 30Q: 3 clusters Score -841385.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -841387.000000 Penalty: 882.696594
	Iteration 31Q: 3 clusters Score -841387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -841388.937500 Penalty: 882.696594
	Iteration 32Q: 3 clusters Score -841388.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -841389.062500 Penalty: 882.696594
	Iteration 33Q: 3 clusters Score -841389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -841393.000000 Penalty: 882.696594
	Iteration 34Q: 3 clusters Score -841393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -841392.750000 Penalty: 882.696594
	Iteration 35Q: 3 clusters Score -841392.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -841395.062500 Penalty: 882.696594
	Iteration 36Q: 3 clusters Score -841395.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -841394.750000 Penalty: 882.696594
	Iteration 37Q: 3 clusters Score -841394.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -841394.687500 Penalty: 882.696594
	Iteration 38Q: 3 clusters Score -841394.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -841394.000000 Penalty: 882.696594
	Iteration 39Q: 3 clusters Score -841394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -841398.062500 Penalty: 882.696594
	Iteration 40F: 3 clusters Score -841398.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -841399.937500 Penalty: 882.696594
	Iteration 41Q: 3 clusters Score -841399.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -841401.750000 Penalty: 882.696594
	Iteration 42Q: 3 clusters Score -841401.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -841401.875000 Penalty: 882.696594
	Iteration 43Q: 3 clusters Score -841401.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -841404.187500 Penalty: 882.696594
	Iteration 44Q: 3 clusters Score -841404.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -841405.562500 Penalty: 882.696594
	Iteration 45Q: 3 clusters Score -841405.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -841404.875000 Penalty: 882.696594
	Iteration 46Q: 3 clusters Score -841404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -841407.000000 Penalty: 882.696594
	Iteration 47Q: 3 clusters Score -841407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -841408.687500 Penalty: 882.696594
	Iteration 48Q: 3 clusters Score -841408.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -841408.000000 Penalty: 882.696594
	Iteration 49Q: 3 clusters Score -841408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -841409.250000 Penalty: 882.696594
	Iteration 50Q: 3 clusters Score -841409.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -841410.125000 Penalty: 882.696594
	Iteration 51Q: 3 clusters Score -841410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -841408.625000 Penalty: 882.696594
	Iteration 52Q: 3 clusters Score -841408.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -841409.375000 Penalty: 882.696594
	Iteration 53Q: 3 clusters Score -841409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -841408.562500 Penalty: 882.696594
	Iteration 54Q: 3 clusters Score -841408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -841409.562500 Penalty: 882.696594
	Iteration 55Q: 3 clusters Score -841409.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -841410.312500 Penalty: 882.696594
	Iteration 56Q: 3 clusters Score -841410.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -841410.750000 Penalty: 882.696594
	Iteration 57Q: 3 clusters Score -841410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -841410.187500 Penalty: 882.696594
	Iteration 58Q: 3 clusters Score -841410.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -841412.500000 Penalty: 882.696594
	Iteration 59Q: 3 clusters Score -841412.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -841411.937500 Penalty: 882.696594
	Iteration 60F: 3 clusters Score -841411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -841411.562500 Penalty: 882.696594
	Iteration 61Q: 3 clusters Score -841411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -841413.500000 Penalty: 882.696594
	Iteration 62Q: 3 clusters Score -841413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -841412.250000 Penalty: 882.696594
	Iteration 63Q: 3 clusters Score -841412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -841412.562500 Penalty: 882.696594
	Iteration 64Q: 3 clusters Score -841412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -841411.625000 Penalty: 882.696594
	Iteration 65Q: 3 clusters Score -841411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -841411.500000 Penalty: 882.696594
	Iteration 66Q: 3 clusters Score -841411.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -841413.437500 Penalty: 882.696594
	Iteration 67Q: 3 clusters Score -841413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -841414.812500 Penalty: 882.696594
	Iteration 68Q: 3 clusters Score -841414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -841414.375000 Penalty: 882.696594
	Iteration 69Q: 3 clusters Score -841414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -841414.312500 Penalty: 882.696594
	Iteration 70Q: 3 clusters Score -841414.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -841414.687500 Penalty: 882.696594
	Iteration 71Q: 3 clusters Score -841414.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -841414.250000 Penalty: 882.696594
	Iteration 72Q: 3 clusters Score -841414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -841414.562500 Penalty: 882.696594
	Iteration 73Q: 3 clusters Score -841414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -841414.750000 Penalty: 882.696594
	Iteration 74Q: 3 clusters Score -841414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -841415.437500 Penalty: 882.696594
	Iteration 75Q: 3 clusters Score -841415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -841413.187500 Penalty: 882.696594
	Iteration 76Q: 3 clusters Score -841413.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -841413.875000 Penalty: 882.696594
	Iteration 77Q: 3 clusters Score -841413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -841417.125000 Penalty: 882.696594
	Iteration 78Q: 3 clusters Score -841417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -841418.250000 Penalty: 882.696594
	Iteration 79Q: 3 clusters Score -841418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -841417.750000 Penalty: 882.696594
	Iteration 80F: 3 clusters Score -841417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -841416.937500 Penalty: 882.696594
	Iteration 81Q: 3 clusters Score -841416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -841415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -841416.125000 Penalty: 882.696594
	Iteration 83Q: 3 clusters Score -841416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -841414.875000 Penalty: 882.696594
	Iteration 84Q: 3 clusters Score -841414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -841415.750000 Penalty: 882.696594
	Iteration 85Q: 3 clusters Score -841415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -841416.312500 Penalty: 882.696594
	Iteration 86Q: 3 clusters Score -841416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -841416.812500 Penalty: 882.696594
	Iteration 87Q: 3 clusters Score -841416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -841417.625000 Penalty: 882.696594
	Iteration 88Q: 3 clusters Score -841417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -841416.562500 Penalty: 882.696594
	Iteration 89Q: 3 clusters Score -841416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -841415.625000 Penalty: 882.696594
	Iteration 90Q: 3 clusters Score -841415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -841415.625000 Penalty: 882.696594
	Iteration 91Q: 3 clusters Score -841415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -841416.937500 Penalty: 882.696594
	Iteration 92Q: 3 clusters Score -841416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -841416.500000 Penalty: 882.696594
	Iteration 93Q: 3 clusters Score -841416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -841416.437500 Penalty: 882.696594
	Iteration 94Q: 3 clusters Score -841416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -841417.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -841415.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -841417.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -841417.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -841417.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -841420.250000 Penalty: 882.696594
	Iteration 100F: 3 clusters Score -841420.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -841419.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -841423.562500 Penalty: 882.696594
	Iteration 102Q: 3 clusters Score -841423.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -841427.375000 Penalty: 882.696594
	Iteration 103Q: 3 clusters Score -841427.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -841429.250000 Penalty: 882.696594
	Iteration 104Q: 3 clusters Score -841429.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -841434.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -841437.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -841436.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -841438.937500 Penalty: 882.696594
	Iteration 108Q: 3 clusters Score -841438.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -841442.000000 Penalty: 882.696594
	Iteration 109Q: 3 clusters Score -841442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -841447.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -841447.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -841457.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -841462.937500 Penalty: 882.696594
	Iteration 113Q: 3 clusters Score -841462.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -841469.812500 Penalty: 882.696594
	Iteration 114Q: 3 clusters Score -841469.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -841472.000000 Penalty: 882.696594
	Iteration 115Q: 3 clusters Score -841472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -841476.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -841479.625000 Penalty: 882.696594
	Iteration 117Q: 3 clusters Score -841479.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -841484.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -841487.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -841489.875000 Penalty: 882.696594
	Iteration 120F: 3 clusters Score -841489.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -841496.875000 Penalty: 882.696594
	Iteration 121Q: 3 clusters Score -841496.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -841501.125000 Penalty: 882.696594
	Iteration 122Q: 3 clusters Score -841501.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -841503.312500 Penalty: 882.696594
	Iteration 123Q: 3 clusters Score -841503.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -841507.000000 Penalty: 882.696594
	Iteration 124Q: 3 clusters Score -841507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -841512.937500 Penalty: 882.696594
	Iteration 125Q: 3 clusters Score -841512.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -841511.312500 Penalty: 882.696594
	Iteration 126Q: 3 clusters Score -841511.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -841515.437500 Penalty: 882.696594
	Iteration 127Q: 3 clusters Score -841515.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -841519.875000 Penalty: 882.696594
	Iteration 128Q: 3 clusters Score -841519.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -841518.812500 Penalty: 882.696594
	Iteration 129Q: 3 clusters Score -841518.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -841522.000000 Penalty: 882.696594
	Iteration 130Q: 3 clusters Score -841522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -841522.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -841525.062500 Penalty: 882.696594
	Iteration 132Q: 3 clusters Score -841525.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -841524.500000 Penalty: 882.696594
	Iteration 133Q: 3 clusters Score -841524.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -841526.125000 Penalty: 882.696594
	Iteration 134Q: 3 clusters Score -841526.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -841529.625000 Penalty: 882.696594
	Iteration 135Q: 3 clusters Score -841529.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -841533.875000 Penalty: 882.696594
	Iteration 136Q: 3 clusters Score -841533.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -841535.250000 Penalty: 882.696594
	Iteration 137Q: 3 clusters Score -841535.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -841538.687500 Penalty: 882.696594
	Iteration 138Q: 3 clusters Score -841538.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -841541.000000 Penalty: 882.696594
	Iteration 139Q: 3 clusters Score -841541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -841544.437500 Penalty: 882.696594
	Iteration 140F: 3 clusters Score -841544.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -841548.812500 Penalty: 882.696594
	Iteration 141Q: 3 clusters Score -841548.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -841552.625000 Penalty: 882.696594
	Iteration 142Q: 3 clusters Score -841552.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -841557.000000 Penalty: 882.696594
	Iteration 143Q: 3 clusters Score -841557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -841559.375000 Penalty: 882.696594
	Iteration 144Q: 3 clusters Score -841559.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -841564.062500 Penalty: 882.696594
	Iteration 145Q: 3 clusters Score -841564.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -841568.687500 Penalty: 882.696594
	Iteration 146Q: 3 clusters Score -841568.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -841568.750000 Penalty: 882.696594
	Iteration 147Q: 3 clusters Score -841568.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -841570.625000 Penalty: 882.696594
	Iteration 148Q: 3 clusters Score -841570.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -841575.250000 Penalty: 882.696594
	Iteration 149Q: 3 clusters Score -841575.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -841579.062500 Penalty: 882.696594
	Iteration 150Q: 3 clusters Score -841579.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -841584.687500 Penalty: 882.696594
	Iteration 151Q: 3 clusters Score -841584.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -841590.375000 Penalty: 882.696594
	Iteration 152Q: 3 clusters Score -841590.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -841597.750000 Penalty: 882.696594
	Iteration 153Q: 3 clusters Score -841597.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -841604.437500 Penalty: 882.696594
	Iteration 154Q: 3 clusters Score -841604.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -841612.437500 Penalty: 882.696594
	Iteration 155Q: 3 clusters Score -841612.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -841619.812500 Penalty: 882.696594
	Iteration 156Q: 3 clusters Score -841619.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -841626.750000 Penalty: 882.696594
	Iteration 157Q: 3 clusters Score -841626.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -841639.500000 Penalty: 882.696594
	Iteration 158Q: 3 clusters Score -841639.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -841650.375000 Penalty: 882.696594
	Iteration 159Q: 3 clusters Score -841650.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -841659.562500 Penalty: 882.696594
	Iteration 160F: 3 clusters Score -841659.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -841677.250000 Penalty: 882.696594
	Iteration 161Q: 3 clusters Score -841677.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -841689.687500 Penalty: 882.696594
	Iteration 162Q: 3 clusters Score -841689.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -841704.812500 Penalty: 882.696594
	Iteration 163Q: 3 clusters Score -841704.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -841720.437500 Penalty: 882.696594
	Iteration 164Q: 3 clusters Score -841720.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -841744.875000 Penalty: 882.696594
	Iteration 165Q: 3 clusters Score -841744.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -841768.187500 Penalty: 882.696594
	Iteration 166Q: 3 clusters Score -841768.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -841793.562500 Penalty: 882.696594
	Iteration 167Q: 3 clusters Score -841793.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -841820.750000 Penalty: 882.696594
	Iteration 168Q: 3 clusters Score -841820.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -841846.875000 Penalty: 882.696594
	Iteration 169Q: 3 clusters Score -841846.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -841869.562500 Penalty: 882.696594
	Iteration 170Q: 3 clusters Score -841869.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -841901.437500 Penalty: 882.696594
	Iteration 171Q: 3 clusters Score -841901.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -841930.687500 Penalty: 882.696594
	Iteration 172Q: 3 clusters Score -841930.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -841958.937500 Penalty: 882.696594
	Iteration 173Q: 3 clusters Score -841958.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -841984.000000 Penalty: 882.696594
	Iteration 174Q: 3 clusters Score -841984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -842009.437500 Penalty: 882.696594
	Iteration 175Q: 3 clusters Score -842009.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -842025.562500 Penalty: 882.696594
	Iteration 176Q: 3 clusters Score -842025.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -842051.187500 Penalty: 882.696594
	Iteration 177Q: 3 clusters Score -842051.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -842071.812500 Penalty: 882.696594
	Iteration 178Q: 3 clusters Score -842071.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -842101.437500 Penalty: 882.696594
	Iteration 179Q: 3 clusters Score -842101.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -842136.000000 Penalty: 882.696594
	Iteration 180F: 3 clusters Score -842136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -842157.875000 Penalty: 882.696594
	Iteration 181Q: 3 clusters Score -842157.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -842175.937500 Penalty: 882.696594
	Iteration 182Q: 3 clusters Score -842175.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -842193.000000 Penalty: 882.696594
	Iteration 183Q: 3 clusters Score -842193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -842211.625000 Penalty: 882.696594
	Iteration 184Q: 3 clusters Score -842211.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -842223.750000 Penalty: 882.696594
	Iteration 185Q: 3 clusters Score -842223.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -842243.000000 Penalty: 882.696594
	Iteration 186Q: 3 clusters Score -842243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -842257.687500 Penalty: 882.696594
	Iteration 187Q: 3 clusters Score -842257.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -842273.687500 Penalty: 882.696594
	Iteration 188Q: 3 clusters Score -842273.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -842282.312500 Penalty: 882.696594
	Iteration 189Q: 3 clusters Score -842282.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -842291.812500 Penalty: 882.696594
	Iteration 190Q: 3 clusters Score -842291.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -842305.562500 Penalty: 882.696594
	Iteration 191Q: 3 clusters Score -842305.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -842321.562500 Penalty: 882.696594
	Iteration 192Q: 3 clusters Score -842321.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -842333.187500 Penalty: 882.696594
	Iteration 193Q: 3 clusters Score -842333.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -842339.437500 Penalty: 882.696594
	Iteration 194Q: 3 clusters Score -842339.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -842349.000000 Penalty: 882.696594
	Iteration 195Q: 3 clusters Score -842349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -842354.312500 Penalty: 882.696594
	Iteration 196Q: 3 clusters Score -842354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -842360.562500 Penalty: 882.696594
	Iteration 197Q: 3 clusters Score -842360.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -842365.750000 Penalty: 882.696594
	Iteration 198Q: 3 clusters Score -842365.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -842370.187500 Penalty: 882.696594
	Iteration 199Q: 3 clusters Score -842370.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -842375.562500 Penalty: 882.696594
	Iteration 200F: 3 clusters Score -842375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -842376.187500 Penalty: 882.696594
	Iteration 201Q: 3 clusters Score -842376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -842376.437500 Penalty: 882.696594
	Iteration 202Q: 3 clusters Score -842376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -842377.375000 Penalty: 882.696594
	Iteration 203Q: 3 clusters Score -842377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -842376.875000 Penalty: 882.696594
	Iteration 204Q: 3 clusters Score -842376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -842378.750000 Penalty: 882.696594
	Iteration 205Q: 3 clusters Score -842378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -842378.250000 Penalty: 882.696594
	Iteration 206Q: 3 clusters Score -842378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -842378.250000 Penalty: 882.696594
	Iteration 207F: 3 clusters Score -842378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -214157.171875 Penalty: 382.515411
	Iteration 0F: 2 clusters Score -214157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -211097.250000 Penalty: 765.030823
	Iteration 0F: 3 clusters Score -211097.2 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -212316.281250 Penalty: 765.030823
	Iteration 1F: 3 clusters Score -212316.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -212501.203125 Penalty: 765.030823
	Iteration 2F: 3 clusters Score -212501.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -212722.281250 Penalty: 765.030823
	Iteration 3F: 3 clusters Score -212722.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -212945.921875 Penalty: 765.030823
	Iteration 4F: 3 clusters Score -212945.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -213234.343750 Penalty: 765.030823
	Iteration 5F: 3 clusters Score -213234.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -213584.125000 Penalty: 765.030823
	Iteration 6F: 3 clusters Score -213584.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -213950.250000 Penalty: 765.030823
	Iteration 7F: 3 clusters Score -213950.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -214311.859375 Penalty: 765.030823
	Iteration 8F: 3 clusters Score -214311.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -214631.828125 Penalty: 765.030823
	Iteration 9F: 3 clusters Score -214631.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -214855.671875 Penalty: 765.030823
	Iteration 10Q: 3 clusters Score -214855.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -214957.640625 Penalty: 765.030823
	Iteration 11Q: 3 clusters Score -214957.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -214972.390625 Penalty: 765.030823
	Iteration 12Q: 3 clusters Score -214972.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -214976.046875 Penalty: 765.030823
	Iteration 13Q: 3 clusters Score -214976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -214976.671875 Penalty: 765.030823
	Iteration 14Q: 3 clusters Score -214976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -214977.109375 Penalty: 765.030823
	Iteration 15Q: 3 clusters Score -214977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -214977.093750 Penalty: 765.030823
	Iteration 16Q: 3 clusters Score -214977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -214977.093750 Penalty: 765.030823
	Iteration 17F: 3 clusters Score -214977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 16 contains 69813 members 
Mstep: Class 17 contains 35341 members 
Mstep: Class 18 contains 298169 members 
Mstep: Class 19 contains 119475 members 
Entering Unmasked Estep 
Score: -28363196.000000 Penalty: 7878.129395
Splitting cluster 7 changes total score from -28351682.000000 to -28363196.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (35624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Entering Unmasked Estep 
Score: -1788166.250000 Penalty: 476.875244
	Iteration 0F: 2 clusters Score -1788166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1764436.500000 Penalty: 953.750488
	Iteration 0F: 3 clusters Score -1764436 nChanged 17085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1775114.125000 Penalty: 953.750488
	Iteration 1F: 3 clusters Score -1775114 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1776348.500000 Penalty: 953.750488
	Iteration 2F: 3 clusters Score -1776348 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1778241.375000 Penalty: 953.750488
	Iteration 3F: 3 clusters Score -1778241 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1780726.375000 Penalty: 953.750488
	Iteration 4F: 3 clusters Score -1780726 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1782965.750000 Penalty: 953.750488
	Iteration 5F: 3 clusters Score -1782966 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1784058.500000 Penalty: 953.750488
	Iteration 6F: 3 clusters Score -1784058 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1784410.500000 Penalty: 953.750488
	Iteration 7Q: 3 clusters Score -1784410 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1784569.500000 Penalty: 953.750488
	Iteration 8Q: 3 clusters Score -1784570 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1784682.750000 Penalty: 953.750488
	Iteration 9Q: 3 clusters Score -1784683 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1784764.375000 Penalty: 953.750488
	Iteration 10Q: 3 clusters Score -1784764 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1784842.250000 Penalty: 953.750488
	Iteration 11Q: 3 clusters Score -1784842 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1784915.625000 Penalty: 953.750488
	Iteration 12Q: 3 clusters Score -1784916 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1784985.750000 Penalty: 953.750488
	Iteration 13Q: 3 clusters Score -1784986 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1785041.250000 Penalty: 953.750488
	Iteration 14Q: 3 clusters Score -1785041 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1785121.000000 Penalty: 953.750488
	Iteration 15Q: 3 clusters Score -1785121 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1785188.000000 Penalty: 953.750488
	Iteration 16Q: 3 clusters Score -1785188 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1785273.750000 Penalty: 953.750488
	Iteration 17Q: 3 clusters Score -1785274 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1785359.375000 Penalty: 953.750488
	Iteration 18Q: 3 clusters Score -1785359 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1785446.625000 Penalty: 953.750488
	Iteration 19Q: 3 clusters Score -1785447 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1785538.250000 Penalty: 953.750488
	Iteration 20F: 3 clusters Score -1785538 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1785645.250000 Penalty: 953.750488
	Iteration 21Q: 3 clusters Score -1785645 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1785751.500000 Penalty: 953.750488
	Iteration 22Q: 3 clusters Score -1785752 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1785852.125000 Penalty: 953.750488
	Iteration 23Q: 3 clusters Score -1785852 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1785953.750000 Penalty: 953.750488
	Iteration 24Q: 3 clusters Score -1785954 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1786061.125000 Penalty: 953.750488
	Iteration 25Q: 3 clusters Score -1786061 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1786174.750000 Penalty: 953.750488
	Iteration 26Q: 3 clusters Score -1786175 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1786316.375000 Penalty: 953.750488
	Iteration 27Q: 3 clusters Score -1786316 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1786450.000000 Penalty: 953.750488
	Iteration 28Q: 3 clusters Score -1786450 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1786598.625000 Penalty: 953.750488
	Iteration 29Q: 3 clusters Score -1786599 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1786721.000000 Penalty: 953.750488
	Iteration 30Q: 3 clusters Score -1786721 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1786832.875000 Penalty: 953.750488
	Iteration 31Q: 3 clusters Score -1786833 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1786942.625000 Penalty: 953.750488
	Iteration 32Q: 3 clusters Score -1786943 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1787048.750000 Penalty: 953.750488
	Iteration 33Q: 3 clusters Score -1787049 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1787142.500000 Penalty: 953.750488
	Iteration 34Q: 3 clusters Score -1787142 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1787209.875000 Penalty: 953.750488
	Iteration 35Q: 3 clusters Score -1787210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1787282.000000 Penalty: 953.750488
	Iteration 36Q: 3 clusters Score -1787282 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1787331.500000 Penalty: 953.750488
	Iteration 37Q: 3 clusters Score -1787332 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1787388.000000 Penalty: 953.750488
	Iteration 38Q: 3 clusters Score -1787388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1787447.000000 Penalty: 953.750488
	Iteration 39Q: 3 clusters Score -1787447 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1787496.375000 Penalty: 953.750488
	Iteration 40F: 3 clusters Score -1787496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1787557.500000 Penalty: 953.750488
	Iteration 41Q: 3 clusters Score -1787558 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1787600.750000 Penalty: 953.750488
	Iteration 42Q: 3 clusters Score -1787601 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1787647.250000 Penalty: 953.750488
	Iteration 43Q: 3 clusters Score -1787647 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1787680.500000 Penalty: 953.750488
	Iteration 44Q: 3 clusters Score -1787680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1787705.375000 Penalty: 953.750488
	Iteration 45Q: 3 clusters Score -1787705 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1787729.875000 Penalty: 953.750488
	Iteration 46Q: 3 clusters Score -1787730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1787750.875000 Penalty: 953.750488
	Iteration 47Q: 3 clusters Score -1787751 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1787763.875000 Penalty: 953.750488
	Iteration 48Q: 3 clusters Score -1787764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1787788.625000 Penalty: 953.750488
	Iteration 49Q: 3 clusters Score -1787789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1787809.250000 Penalty: 953.750488
	Iteration 50Q: 3 clusters Score -1787809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1787818.500000 Penalty: 953.750488
	Iteration 51Q: 3 clusters Score -1787818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1787829.000000 Penalty: 953.750488
	Iteration 52Q: 3 clusters Score -1787829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1787843.375000 Penalty: 953.750488
	Iteration 53Q: 3 clusters Score -1787843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1787854.000000 Penalty: 953.750488
	Iteration 54Q: 3 clusters Score -1787854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1787864.125000 Penalty: 953.750488
	Iteration 55Q: 3 clusters Score -1787864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1787873.125000 Penalty: 953.750488
	Iteration 56Q: 3 clusters Score -1787873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1787875.250000 Penalty: 953.750488
	Iteration 57Q: 3 clusters Score -1787875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1787879.750000 Penalty: 953.750488
	Iteration 58Q: 3 clusters Score -1787880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1787882.375000 Penalty: 953.750488
	Iteration 59Q: 3 clusters Score -1787882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1787882.000000 Penalty: 953.750488
	Iteration 60F: 3 clusters Score -1787882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1787885.750000 Penalty: 953.750488
	Iteration 61Q: 3 clusters Score -1787886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1787892.875000 Penalty: 953.750488
	Iteration 62Q: 3 clusters Score -1787893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1787897.250000 Penalty: 953.750488
	Iteration 63Q: 3 clusters Score -1787897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1787897.250000 Penalty: 953.750488
	Iteration 64Q: 3 clusters Score -1787897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1787901.750000 Penalty: 953.750488
	Iteration 65Q: 3 clusters Score -1787902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1787904.750000 Penalty: 953.750488
	Iteration 66Q: 3 clusters Score -1787905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1787906.750000 Penalty: 953.750488
	Iteration 67Q: 3 clusters Score -1787907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1787909.500000 Penalty: 953.750488
	Iteration 68Q: 3 clusters Score -1787910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1787914.375000 Penalty: 953.750488
	Iteration 69Q: 3 clusters Score -1787914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1787920.875000 Penalty: 953.750488
	Iteration 70Q: 3 clusters Score -1787921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1787920.625000 Penalty: 953.750488
	Iteration 71Q: 3 clusters Score -1787921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1787922.250000 Penalty: 953.750488
	Iteration 72Q: 3 clusters Score -1787922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1787926.375000 Penalty: 953.750488
	Iteration 73Q: 3 clusters Score -1787926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1787924.750000 Penalty: 953.750488
	Iteration 74Q: 3 clusters Score -1787925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1787924.750000 Penalty: 953.750488
	Iteration 75F: 3 clusters Score -1787925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Entering Unmasked Estep 
Score: -298003.562500 Penalty: 401.589691
	Iteration 0F: 2 clusters Score -298003.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -293431.750000 Penalty: 803.179382
	Iteration 0F: 3 clusters Score -293431.8 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -295189.468750 Penalty: 803.179382
	Iteration 1F: 3 clusters Score -295189.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -295407.312500 Penalty: 803.179382
	Iteration 2F: 3 clusters Score -295407.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -295617.343750 Penalty: 803.179382
	Iteration 3F: 3 clusters Score -295617.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -295921.406250 Penalty: 803.179382
	Iteration 4F: 3 clusters Score -295921.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -296325.531250 Penalty: 803.179382
	Iteration 5F: 3 clusters Score -296325.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -296672.125000 Penalty: 803.179382
	Iteration 6F: 3 clusters Score -296672.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -296891.812500 Penalty: 803.179382
	Iteration 7F: 3 clusters Score -296891.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -297010.843750 Penalty: 803.179382
	Iteration 8Q: 3 clusters Score -297010.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -297082.593750 Penalty: 803.179382
	Iteration 9Q: 3 clusters Score -297082.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -297148.781250 Penalty: 803.179382
	Iteration 10Q: 3 clusters Score -297148.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -297222.875000 Penalty: 803.179382
	Iteration 11Q: 3 clusters Score -297222.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -297312.437500 Penalty: 803.179382
	Iteration 12Q: 3 clusters Score -297312.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -297452.125000 Penalty: 803.179382
	Iteration 13Q: 3 clusters Score -297452.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -297630.968750 Penalty: 803.179382
	Iteration 14Q: 3 clusters Score -297631 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -297821.625000 Penalty: 803.179382
	Iteration 15Q: 3 clusters Score -297821.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -298017.625000 Penalty: 803.179382
	Iteration 16Q: 3 clusters Score -298017.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -298159.562500 Penalty: 803.179382
	Iteration 17Q: 3 clusters Score -298159.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -298225.500000 Penalty: 803.179382
	Iteration 18Q: 3 clusters Score -298225.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -298254.000000 Penalty: 803.179382
	Iteration 19Q: 3 clusters Score -298254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -298273.750000 Penalty: 803.179382
	Iteration 20F: 3 clusters Score -298273.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -298285.125000 Penalty: 803.179382
	Iteration 21Q: 3 clusters Score -298285.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -298290.843750 Penalty: 803.179382
	Iteration 22Q: 3 clusters Score -298290.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -298293.531250 Penalty: 803.179382
	Iteration 23Q: 3 clusters Score -298293.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -298294.781250 Penalty: 803.179382
	Iteration 24Q: 3 clusters Score -298294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -298297.062500 Penalty: 803.179382
	Iteration 25Q: 3 clusters Score -298297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -298298.218750 Penalty: 803.179382
	Iteration 26Q: 3 clusters Score -298298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -298298.687500 Penalty: 803.179382
	Iteration 27Q: 3 clusters Score -298298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -298298.906250 Penalty: 803.179382
	Iteration 28Q: 3 clusters Score -298298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -298299.218750 Penalty: 803.179382
	Iteration 29Q: 3 clusters Score -298299.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -298299.218750 Penalty: 803.179382
	Iteration 30F: 3 clusters Score -298299.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 9 contains 6346 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 16 contains 69813 members 
Mstep: Class 17 contains 35341 members 
Mstep: Class 18 contains 298169 members 
Mstep: Class 19 contains 119475 members 
Entering Unmasked Estep 
Score: -28363332.000000 Penalty: 8484.139648
Splitting cluster 14 changes total score from -28351682.000000 to -28363332.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 16 (69813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Entering Unmasked Estep 
Score: -3442981.500000 Penalty: 507.487701
	Iteration 0F: 2 clusters Score -3442982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3395892.000000 Penalty: 1014.975403
	Iteration 0F: 3 clusters Score -3395892 nChanged 33994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -3418765.500000 Penalty: 1014.975403
	Iteration 1F: 3 clusters Score -3418766 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -3422077.250000 Penalty: 1014.975403
	Iteration 2F: 3 clusters Score -3422077 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -3426120.500000 Penalty: 1014.975403
	Iteration 3F: 3 clusters Score -3426120 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -3430087.250000 Penalty: 1014.975403
	Iteration 4F: 3 clusters Score -3430087 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -3433306.250000 Penalty: 1014.975403
	Iteration 5F: 3 clusters Score -3433306 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -3435174.000000 Penalty: 1014.975403
	Iteration 6F: 3 clusters Score -3435174 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -3436009.250000 Penalty: 1014.975403
	Iteration 7Q: 3 clusters Score -3436009 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -3436402.000000 Penalty: 1014.975403
	Iteration 8Q: 3 clusters Score -3436402 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -3436608.500000 Penalty: 1014.975403
	Iteration 9Q: 3 clusters Score -3436608 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -3436756.750000 Penalty: 1014.975403
	Iteration 10Q: 3 clusters Score -3436757 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -3436851.500000 Penalty: 1014.975403
	Iteration 11Q: 3 clusters Score -3436852 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -3436910.250000 Penalty: 1014.975403
	Iteration 12Q: 3 clusters Score -3436910 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3436950.500000 Penalty: 1014.975403
	Iteration 13Q: 3 clusters Score -3436950 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -3436993.250000 Penalty: 1014.975403
	Iteration 14Q: 3 clusters Score -3436993 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -3437035.250000 Penalty: 1014.975403
	Iteration 15Q: 3 clusters Score -3437035 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3437066.500000 Penalty: 1014.975403
	Iteration 16Q: 3 clusters Score -3437066 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -3437081.750000 Penalty: 1014.975403
	Iteration 17Q: 3 clusters Score -3437082 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -3437118.750000 Penalty: 1014.975403
	Iteration 18Q: 3 clusters Score -3437119 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -3437151.750000 Penalty: 1014.975403
	Iteration 19Q: 3 clusters Score -3437152 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -3437182.250000 Penalty: 1014.975403
	Iteration 20F: 3 clusters Score -3437182 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -3437184.000000 Penalty: 1014.975403
	Iteration 21Q: 3 clusters Score -3437184 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -3437190.250000 Penalty: 1014.975403
	Iteration 22Q: 3 clusters Score -3437190 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -3437196.000000 Penalty: 1014.975403
	Iteration 23Q: 3 clusters Score -3437196 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -3437209.500000 Penalty: 1014.975403
	Iteration 24Q: 3 clusters Score -3437210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -3437221.500000 Penalty: 1014.975403
	Iteration 25Q: 3 clusters Score -3437222 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -3437226.000000 Penalty: 1014.975403
	Iteration 26Q: 3 clusters Score -3437226 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -3437228.250000 Penalty: 1014.975403
	Iteration 27Q: 3 clusters Score -3437228 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -3437232.000000 Penalty: 1014.975403
	Iteration 28Q: 3 clusters Score -3437232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -3437230.000000 Penalty: 1014.975403
	Iteration 29Q: 3 clusters Score -3437230 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -3437248.500000 Penalty: 1014.975403
	Iteration 30Q: 3 clusters Score -3437248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -3437261.000000 Penalty: 1014.975403
	Iteration 31Q: 3 clusters Score -3437261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -3437260.500000 Penalty: 1014.975403
	Iteration 32Q: 3 clusters Score -3437260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -3437267.750000 Penalty: 1014.975403
	Iteration 33Q: 3 clusters Score -3437268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -3437274.250000 Penalty: 1014.975403
	Iteration 34Q: 3 clusters Score -3437274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -3437279.500000 Penalty: 1014.975403
	Iteration 35Q: 3 clusters Score -3437280 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -3437298.500000 Penalty: 1014.975403
	Iteration 36Q: 3 clusters Score -3437298 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -3437308.000000 Penalty: 1014.975403
	Iteration 37Q: 3 clusters Score -3437308 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -3437304.000000 Penalty: 1014.975403
	Iteration 38Q: 3 clusters Score -3437304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -3437312.750000 Penalty: 1014.975403
	Iteration 39Q: 3 clusters Score -3437313 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -3437307.000000 Penalty: 1014.975403
	Iteration 40F: 3 clusters Score -3437307 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -3437311.750000 Penalty: 1014.975403
	Iteration 41Q: 3 clusters Score -3437312 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -3437337.500000 Penalty: 1014.975403
	Iteration 42Q: 3 clusters Score -3437338 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -3437350.500000 Penalty: 1014.975403
	Iteration 43Q: 3 clusters Score -3437350 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3437357.500000 Penalty: 1014.975403
	Iteration 44Q: 3 clusters Score -3437358 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3437376.500000 Penalty: 1014.975403
	Iteration 45Q: 3 clusters Score -3437376 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3437395.250000 Penalty: 1014.975403
	Iteration 46Q: 3 clusters Score -3437395 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3437410.000000 Penalty: 1014.975403
	Iteration 47Q: 3 clusters Score -3437410 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -3437443.500000 Penalty: 1014.975403
	Iteration 48Q: 3 clusters Score -3437444 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -3437461.000000 Penalty: 1014.975403
	Iteration 49Q: 3 clusters Score -3437461 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3437497.000000 Penalty: 1014.975403
	Iteration 50Q: 3 clusters Score -3437497 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -3437530.000000 Penalty: 1014.975403
	Iteration 51Q: 3 clusters Score -3437530 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -3437544.500000 Penalty: 1014.975403
	Iteration 52Q: 3 clusters Score -3437544 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -3437576.000000 Penalty: 1014.975403
	Iteration 53Q: 3 clusters Score -3437576 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -3437616.250000 Penalty: 1014.975403
	Iteration 54Q: 3 clusters Score -3437616 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -3437664.250000 Penalty: 1014.975403
	Iteration 55Q: 3 clusters Score -3437664 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3437689.500000 Penalty: 1014.975403
	Iteration 56Q: 3 clusters Score -3437690 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -3437750.250000 Penalty: 1014.975403
	Iteration 57Q: 3 clusters Score -3437750 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3437771.000000 Penalty: 1014.975403
	Iteration 58Q: 3 clusters Score -3437771 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3437843.000000 Penalty: 1014.975403
	Iteration 59Q: 3 clusters Score -3437843 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3437888.500000 Penalty: 1014.975403
	Iteration 60F: 3 clusters Score -3437888 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3437924.750000 Penalty: 1014.975403
	Iteration 61Q: 3 clusters Score -3437925 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3437990.750000 Penalty: 1014.975403
	Iteration 62Q: 3 clusters Score -3437991 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3438075.500000 Penalty: 1014.975403
	Iteration 63Q: 3 clusters Score -3438076 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3438134.250000 Penalty: 1014.975403
	Iteration 64Q: 3 clusters Score -3438134 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3438225.750000 Penalty: 1014.975403
	Iteration 65Q: 3 clusters Score -3438226 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3438312.750000 Penalty: 1014.975403
	Iteration 66Q: 3 clusters Score -3438313 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3438383.750000 Penalty: 1014.975403
	Iteration 67Q: 3 clusters Score -3438384 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3438496.750000 Penalty: 1014.975403
	Iteration 68Q: 3 clusters Score -3438497 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3438638.750000 Penalty: 1014.975403
	Iteration 69Q: 3 clusters Score -3438639 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3438785.000000 Penalty: 1014.975403
	Iteration 70Q: 3 clusters Score -3438785 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3438932.500000 Penalty: 1014.975403
	Iteration 71Q: 3 clusters Score -3438932 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3439056.000000 Penalty: 1014.975403
	Iteration 72Q: 3 clusters Score -3439056 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3439170.750000 Penalty: 1014.975403
	Iteration 73Q: 3 clusters Score -3439171 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3439331.750000 Penalty: 1014.975403
	Iteration 74Q: 3 clusters Score -3439332 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3439522.500000 Penalty: 1014.975403
	Iteration 75Q: 3 clusters Score -3439522 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3439706.750000 Penalty: 1014.975403
	Iteration 76Q: 3 clusters Score -3439707 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3439884.750000 Penalty: 1014.975403
	Iteration 77Q: 3 clusters Score -3439885 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3440032.000000 Penalty: 1014.975403
	Iteration 78Q: 3 clusters Score -3440032 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3440235.000000 Penalty: 1014.975403
	Iteration 79Q: 3 clusters Score -3440235 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3440413.000000 Penalty: 1014.975403
	Iteration 80F: 3 clusters Score -3440413 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3440579.250000 Penalty: 1014.975403
	Iteration 81Q: 3 clusters Score -3440579 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3440752.500000 Penalty: 1014.975403
	Iteration 82Q: 3 clusters Score -3440752 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3440895.250000 Penalty: 1014.975403
	Iteration 83Q: 3 clusters Score -3440895 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3441056.000000 Penalty: 1014.975403
	Iteration 84Q: 3 clusters Score -3441056 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3441197.250000 Penalty: 1014.975403
	Iteration 85Q: 3 clusters Score -3441197 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3441385.500000 Penalty: 1014.975403
	Iteration 86Q: 3 clusters Score -3441386 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3441563.000000 Penalty: 1014.975403
	Iteration 87Q: 3 clusters Score -3441563 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3441737.000000 Penalty: 1014.975403
	Iteration 88Q: 3 clusters Score -3441737 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3441941.750000 Penalty: 1014.975403
	Iteration 89Q: 3 clusters Score -3441942 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3442116.750000 Penalty: 1014.975403
	Iteration 90Q: 3 clusters Score -3442117 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3442270.500000 Penalty: 1014.975403
	Iteration 91Q: 3 clusters Score -3442270 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3442462.250000 Penalty: 1014.975403
	Iteration 92Q: 3 clusters Score -3442462 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3442607.000000 Penalty: 1014.975403
	Iteration 93Q: 3 clusters Score -3442607 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3442746.000000 Penalty: 1014.975403
	Iteration 94Q: 3 clusters Score -3442746 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3442872.750000 Penalty: 1014.975403
	Iteration 95Q: 3 clusters Score -3442873 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3442983.500000 Penalty: 1014.975403
	Iteration 96Q: 3 clusters Score -3442984 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3443098.000000 Penalty: 1014.975403
	Iteration 97Q: 3 clusters Score -3443098 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3443180.250000 Penalty: 1014.975403
	Iteration 98Q: 3 clusters Score -3443180 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3443275.500000 Penalty: 1014.975403
	Iteration 99Q: 3 clusters Score -3443276 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3443393.750000 Penalty: 1014.975403
	Iteration 100F: 3 clusters Score -3443394 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3443471.500000 Penalty: 1014.975403
	Iteration 101Q: 3 clusters Score -3443472 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3443557.000000 Penalty: 1014.975403
	Iteration 102Q: 3 clusters Score -3443557 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3443628.750000 Penalty: 1014.975403
	Iteration 103Q: 3 clusters Score -3443629 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3443675.250000 Penalty: 1014.975403
	Iteration 104Q: 3 clusters Score -3443675 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3443721.250000 Penalty: 1014.975403
	Iteration 105Q: 3 clusters Score -3443721 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3443756.500000 Penalty: 1014.975403
	Iteration 106Q: 3 clusters Score -3443756 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3443793.000000 Penalty: 1014.975403
	Iteration 107Q: 3 clusters Score -3443793 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3443835.250000 Penalty: 1014.975403
	Iteration 108Q: 3 clusters Score -3443835 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3443869.500000 Penalty: 1014.975403
	Iteration 109Q: 3 clusters Score -3443870 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3443913.250000 Penalty: 1014.975403
	Iteration 110Q: 3 clusters Score -3443913 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3443940.500000 Penalty: 1014.975403
	Iteration 111Q: 3 clusters Score -3443940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3443971.250000 Penalty: 1014.975403
	Iteration 112Q: 3 clusters Score -3443971 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3443988.750000 Penalty: 1014.975403
	Iteration 113Q: 3 clusters Score -3443989 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3444009.500000 Penalty: 1014.975403
	Iteration 114Q: 3 clusters Score -3444010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3444018.250000 Penalty: 1014.975403
	Iteration 115Q: 3 clusters Score -3444018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3444028.750000 Penalty: 1014.975403
	Iteration 116Q: 3 clusters Score -3444029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3444052.500000 Penalty: 1014.975403
	Iteration 117Q: 3 clusters Score -3444052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3444059.500000 Penalty: 1014.975403
	Iteration 118Q: 3 clusters Score -3444060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3444065.250000 Penalty: 1014.975403
	Iteration 119Q: 3 clusters Score -3444065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3444069.250000 Penalty: 1014.975403
	Iteration 120F: 3 clusters Score -3444069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3444081.000000 Penalty: 1014.975403
	Iteration 121Q: 3 clusters Score -3444081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3444073.750000 Penalty: 1014.975403
	Iteration 122Q: 3 clusters Score -3444074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3444078.000000 Penalty: 1014.975403
	Iteration 123Q: 3 clusters Score -3444078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3444071.500000 Penalty: 1014.975403
	Iteration 124Q: 3 clusters Score -3444072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3444077.000000 Penalty: 1014.975403
	Iteration 125Q: 3 clusters Score -3444077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3444083.250000 Penalty: 1014.975403
	Iteration 126Q: 3 clusters Score -3444083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3444079.750000 Penalty: 1014.975403
	Iteration 127Q: 3 clusters Score -3444080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3444076.500000 Penalty: 1014.975403
	Iteration 128Q: 3 clusters Score -3444076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3444079.250000 Penalty: 1014.975403
	Iteration 129Q: 3 clusters Score -3444079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3444082.250000 Penalty: 1014.975403
	Iteration 130Q: 3 clusters Score -3444082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3444080.500000 Penalty: 1014.975403
	Iteration 131Q: 3 clusters Score -3444080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3444079.000000 Penalty: 1014.975403
	Iteration 132Q: 3 clusters Score -3444079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3444077.000000 Penalty: 1014.975403
	Iteration 133Q: 3 clusters Score -3444077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3444078.000000 Penalty: 1014.975403
	Iteration 134Q: 3 clusters Score -3444078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3444073.750000 Penalty: 1014.975403
	Iteration 135Q: 3 clusters Score -3444074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3444071.000000 Penalty: 1014.975403
	Iteration 136Q: 3 clusters Score -3444071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3444071.000000 Penalty: 1014.975403
	Iteration 137F: 3 clusters Score -3444071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 9 contains 6346 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 16 contains 68330 members 
Mstep: Class 17 contains 35341 members 
Mstep: Class 18 contains 298169 members 
Mstep: Class 19 contains 119475 members 
Entering Unmasked Estep 
Score: -28364318.000000 Penalty: 9090.149414
Splitting cluster 16 changes total score from -28351682.000000 to -28364318.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 17 (35341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Entering Unmasked Estep 
Score: -1625286.875000 Penalty: 476.512360
	Iteration 0F: 2 clusters Score -1625287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1601488.250000 Penalty: 953.024719
	Iteration 0F: 3 clusters Score -1601488 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1611477.125000 Penalty: 953.024719
	Iteration 1F: 3 clusters Score -1611477 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1611882.875000 Penalty: 953.024719
	Iteration 2Q: 3 clusters Score -1611883 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1612466.750000 Penalty: 953.024719
	Iteration 3Q: 3 clusters Score -1612467 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1613329.250000 Penalty: 953.024719
	Iteration 4Q: 3 clusters Score -1613329 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1614528.500000 Penalty: 953.024719
	Iteration 5F: 3 clusters Score -1614528 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -1615978.250000 Penalty: 953.024719
	Iteration 6F: 3 clusters Score -1615978 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1617289.750000 Penalty: 953.024719
	Iteration 7F: 3 clusters Score -1617290 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1618207.125000 Penalty: 953.024719
	Iteration 8F: 3 clusters Score -1618207 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -1618675.125000 Penalty: 953.024719
	Iteration 9Q: 3 clusters Score -1618675 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1618912.000000 Penalty: 953.024719
	Iteration 10Q: 3 clusters Score -1618912 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -1619016.875000 Penalty: 953.024719
	Iteration 11Q: 3 clusters Score -1619017 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -1619061.625000 Penalty: 953.024719
	Iteration 12Q: 3 clusters Score -1619062 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1619107.875000 Penalty: 953.024719
	Iteration 13Q: 3 clusters Score -1619108 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -1619155.375000 Penalty: 953.024719
	Iteration 14Q: 3 clusters Score -1619155 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -1619204.750000 Penalty: 953.024719
	Iteration 15Q: 3 clusters Score -1619205 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -1619243.250000 Penalty: 953.024719
	Iteration 16Q: 3 clusters Score -1619243 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -1619283.625000 Penalty: 953.024719
	Iteration 17Q: 3 clusters Score -1619284 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -1619334.375000 Penalty: 953.024719
	Iteration 18Q: 3 clusters Score -1619334 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -1619401.750000 Penalty: 953.024719
	Iteration 19Q: 3 clusters Score -1619402 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -1619493.750000 Penalty: 953.024719
	Iteration 20F: 3 clusters Score -1619494 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -1619596.000000 Penalty: 953.024719
	Iteration 21Q: 3 clusters Score -1619596 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1619716.000000 Penalty: 953.024719
	Iteration 22Q: 3 clusters Score -1619716 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -1619894.375000 Penalty: 953.024719
	Iteration 23Q: 3 clusters Score -1619894 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -1620104.625000 Penalty: 953.024719
	Iteration 24Q: 3 clusters Score -1620105 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -1620385.750000 Penalty: 953.024719
	Iteration 25Q: 3 clusters Score -1620386 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -1620725.875000 Penalty: 953.024719
	Iteration 26Q: 3 clusters Score -1620726 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -1621124.500000 Penalty: 953.024719
	Iteration 27Q: 3 clusters Score -1621124 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -1621565.500000 Penalty: 953.024719
	Iteration 28Q: 3 clusters Score -1621566 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -1622017.250000 Penalty: 953.024719
	Iteration 29Q: 3 clusters Score -1622017 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -1622503.500000 Penalty: 953.024719
	Iteration 30Q: 3 clusters Score -1622504 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -1622940.500000 Penalty: 953.024719
	Iteration 31Q: 3 clusters Score -1622940 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -1623296.000000 Penalty: 953.024719
	Iteration 32Q: 3 clusters Score -1623296 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -1623514.250000 Penalty: 953.024719
	Iteration 33Q: 3 clusters Score -1623514 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -1623679.250000 Penalty: 953.024719
	Iteration 34Q: 3 clusters Score -1623679 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -1623813.000000 Penalty: 953.024719
	Iteration 35Q: 3 clusters Score -1623813 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -1623902.875000 Penalty: 953.024719
	Iteration 36Q: 3 clusters Score -1623903 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -1623990.000000 Penalty: 953.024719
	Iteration 37Q: 3 clusters Score -1623990 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -1624042.875000 Penalty: 953.024719
	Iteration 38Q: 3 clusters Score -1624043 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -1624096.375000 Penalty: 953.024719
	Iteration 39Q: 3 clusters Score -1624096 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -1624145.500000 Penalty: 953.024719
	Iteration 40F: 3 clusters Score -1624146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -1624186.750000 Penalty: 953.024719
	Iteration 41Q: 3 clusters Score -1624187 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -1624233.750000 Penalty: 953.024719
	Iteration 42Q: 3 clusters Score -1624234 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -1624274.125000 Penalty: 953.024719
	Iteration 43Q: 3 clusters Score -1624274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -1624310.375000 Penalty: 953.024719
	Iteration 44Q: 3 clusters Score -1624310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -1624349.125000 Penalty: 953.024719
	Iteration 45Q: 3 clusters Score -1624349 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -1624375.375000 Penalty: 953.024719
	Iteration 46Q: 3 clusters Score -1624375 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -1624398.125000 Penalty: 953.024719
	Iteration 47Q: 3 clusters Score -1624398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -1624413.875000 Penalty: 953.024719
	Iteration 48Q: 3 clusters Score -1624414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -1624432.000000 Penalty: 953.024719
	Iteration 49Q: 3 clusters Score -1624432 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -1624455.875000 Penalty: 953.024719
	Iteration 50Q: 3 clusters Score -1624456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -1624477.750000 Penalty: 953.024719
	Iteration 51Q: 3 clusters Score -1624478 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -1624495.125000 Penalty: 953.024719
	Iteration 52Q: 3 clusters Score -1624495 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -1624509.500000 Penalty: 953.024719
	Iteration 53Q: 3 clusters Score -1624510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -1624523.875000 Penalty: 953.024719
	Iteration 54Q: 3 clusters Score -1624524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -1624533.500000 Penalty: 953.024719
	Iteration 55Q: 3 clusters Score -1624534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -1624541.750000 Penalty: 953.024719
	Iteration 56Q: 3 clusters Score -1624542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -1624554.125000 Penalty: 953.024719
	Iteration 57Q: 3 clusters Score -1624554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -1624572.625000 Penalty: 953.024719
	Iteration 58Q: 3 clusters Score -1624573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -1624591.875000 Penalty: 953.024719
	Iteration 59Q: 3 clusters Score -1624592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -1624604.625000 Penalty: 953.024719
	Iteration 60F: 3 clusters Score -1624605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -1624612.625000 Penalty: 953.024719
	Iteration 61Q: 3 clusters Score -1624613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -1624623.750000 Penalty: 953.024719
	Iteration 62Q: 3 clusters Score -1624624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -1624637.250000 Penalty: 953.024719
	Iteration 63Q: 3 clusters Score -1624637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -1624647.875000 Penalty: 953.024719
	Iteration 64Q: 3 clusters Score -1624648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -1624659.000000 Penalty: 953.024719
	Iteration 65Q: 3 clusters Score -1624659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -1624669.375000 Penalty: 953.024719
	Iteration 66Q: 3 clusters Score -1624669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -1624679.000000 Penalty: 953.024719
	Iteration 67Q: 3 clusters Score -1624679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -1624684.125000 Penalty: 953.024719
	Iteration 68Q: 3 clusters Score -1624684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -1624689.250000 Penalty: 953.024719
	Iteration 69Q: 3 clusters Score -1624689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -1624700.000000 Penalty: 953.024719
	Iteration 70Q: 3 clusters Score -1624700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -1624705.250000 Penalty: 953.024719
	Iteration 71Q: 3 clusters Score -1624705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -1624716.500000 Penalty: 953.024719
	Iteration 72Q: 3 clusters Score -1624716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -1624723.375000 Penalty: 953.024719
	Iteration 73Q: 3 clusters Score -1624723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -1624728.250000 Penalty: 953.024719
	Iteration 74Q: 3 clusters Score -1624728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -1624735.000000 Penalty: 953.024719
	Iteration 75Q: 3 clusters Score -1624735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -1624743.125000 Penalty: 953.024719
	Iteration 76Q: 3 clusters Score -1624743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -1624744.625000 Penalty: 953.024719
	Iteration 77Q: 3 clusters Score -1624745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -1624750.625000 Penalty: 953.024719
	Iteration 78Q: 3 clusters Score -1624751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -1624763.875000 Penalty: 953.024719
	Iteration 79Q: 3 clusters Score -1624764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -1624772.375000 Penalty: 953.024719
	Iteration 80F: 3 clusters Score -1624772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -1624779.875000 Penalty: 953.024719
	Iteration 81Q: 3 clusters Score -1624780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -1624785.500000 Penalty: 953.024719
	Iteration 82Q: 3 clusters Score -1624786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -1624790.500000 Penalty: 953.024719
	Iteration 83Q: 3 clusters Score -1624790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -1624797.750000 Penalty: 953.024719
	Iteration 84Q: 3 clusters Score -1624798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -1624797.500000 Penalty: 953.024719
	Iteration 85Q: 3 clusters Score -1624798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -1624799.125000 Penalty: 953.024719
	Iteration 86Q: 3 clusters Score -1624799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -1624803.875000 Penalty: 953.024719
	Iteration 87Q: 3 clusters Score -1624804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -1624804.750000 Penalty: 953.024719
	Iteration 88Q: 3 clusters Score -1624805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -1624806.750000 Penalty: 953.024719
	Iteration 89Q: 3 clusters Score -1624807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -1624807.250000 Penalty: 953.024719
	Iteration 90Q: 3 clusters Score -1624807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -1624808.250000 Penalty: 953.024719
	Iteration 91Q: 3 clusters Score -1624808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -1624811.125000 Penalty: 953.024719
	Iteration 92Q: 3 clusters Score -1624811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -1624812.500000 Penalty: 953.024719
	Iteration 93Q: 3 clusters Score -1624812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -1624819.000000 Penalty: 953.024719
	Iteration 94Q: 3 clusters Score -1624819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -1624826.125000 Penalty: 953.024719
	Iteration 95Q: 3 clusters Score -1624826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -1624828.250000 Penalty: 953.024719
	Iteration 96Q: 3 clusters Score -1624828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -1624831.375000 Penalty: 953.024719
	Iteration 97Q: 3 clusters Score -1624831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -1624830.000000 Penalty: 953.024719
	Iteration 98Q: 3 clusters Score -1624830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -1624826.375000 Penalty: 953.024719
	Iteration 99Q: 3 clusters Score -1624826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -1624828.125000 Penalty: 953.024719
	Iteration 100F: 3 clusters Score -1624828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -1624828.750000 Penalty: 953.024719
	Iteration 101Q: 3 clusters Score -1624829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -1624827.625000 Penalty: 953.024719
	Iteration 102Q: 3 clusters Score -1624828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -1624827.000000 Penalty: 953.024719
	Iteration 103Q: 3 clusters Score -1624827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -1624828.500000 Penalty: 953.024719
	Iteration 104Q: 3 clusters Score -1624828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -1624826.500000 Penalty: 953.024719
	Iteration 105Q: 3 clusters Score -1624826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -1624829.375000 Penalty: 953.024719
	Iteration 106Q: 3 clusters Score -1624829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -1624829.875000 Penalty: 953.024719
	Iteration 107Q: 3 clusters Score -1624830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -1624828.500000 Penalty: 953.024719
	Iteration 108Q: 3 clusters Score -1624828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -1624830.375000 Penalty: 953.024719
	Iteration 109Q: 3 clusters Score -1624830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -1624833.750000 Penalty: 953.024719
	Iteration 110Q: 3 clusters Score -1624834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -1624835.250000 Penalty: 953.024719
	Iteration 111Q: 3 clusters Score -1624835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -1624837.250000 Penalty: 953.024719
	Iteration 112Q: 3 clusters Score -1624837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -1624839.000000 Penalty: 953.024719
	Iteration 113Q: 3 clusters Score -1624839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -1624841.500000 Penalty: 953.024719
	Iteration 114Q: 3 clusters Score -1624842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -1624845.625000 Penalty: 953.024719
	Iteration 115Q: 3 clusters Score -1624846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -1624855.000000 Penalty: 953.024719
	Iteration 116Q: 3 clusters Score -1624855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -1624857.875000 Penalty: 953.024719
	Iteration 117Q: 3 clusters Score -1624858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -1624861.500000 Penalty: 953.024719
	Iteration 118Q: 3 clusters Score -1624862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -1624862.750000 Penalty: 953.024719
	Iteration 119Q: 3 clusters Score -1624863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -1624864.875000 Penalty: 953.024719
	Iteration 120F: 3 clusters Score -1624865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -1624866.500000 Penalty: 953.024719
	Iteration 121Q: 3 clusters Score -1624866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -1624871.500000 Penalty: 953.024719
	Iteration 122Q: 3 clusters Score -1624872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -1624871.375000 Penalty: 953.024719
	Iteration 123Q: 3 clusters Score -1624871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -1624872.625000 Penalty: 953.024719
	Iteration 124Q: 3 clusters Score -1624873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -1624874.625000 Penalty: 953.024719
	Iteration 125Q: 3 clusters Score -1624875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -1624873.000000 Penalty: 953.024719
	Iteration 126Q: 3 clusters Score -1624873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -1624873.000000 Penalty: 953.024719
	Iteration 127F: 3 clusters Score -1624873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (298169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298169 members 
Entering Unmasked Estep 
Score: -14249865.000000 Penalty: 573.546387
	Iteration 0F: 2 clusters Score -1.424986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 149356 members 
Entering Unmasked Estep 
Score: -14047101.000000 Penalty: 1147.092773
	Iteration 0F: 3 clusters Score -1.40471e+07 nChanged 146927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 172827 members 
Entering Unmasked Estep 
Score: -14140033.000000 Penalty: 1147.092773
	Iteration 1F: 3 clusters Score -1.414003e+07 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112259 members 
Mstep: Class 2 contains 185910 members 
Entering Unmasked Estep 
Score: -14147597.000000 Penalty: 1147.092773
	Iteration 2F: 3 clusters Score -1.41476e+07 nChanged 20300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Mstep: Class 2 contains 203530 members 
Entering Unmasked Estep 
Score: -14159721.000000 Penalty: 1147.092773
	Iteration 3F: 3 clusters Score -1.415972e+07 nChanged 23332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 224956 members 
Entering Unmasked Estep 
Score: -14177534.000000 Penalty: 1147.092773
	Iteration 4F: 3 clusters Score -1.417753e+07 nChanged 23826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 247686 members 
Entering Unmasked Estep 
Score: -14199022.000000 Penalty: 1147.092773
	Iteration 5F: 3 clusters Score -1.419902e+07 nChanged 19970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 267318 members 
Entering Unmasked Estep 
Score: -14218107.000000 Penalty: 1147.092773
	Iteration 6F: 3 clusters Score -1.421811e+07 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 280674 members 
Entering Unmasked Estep 
Score: -14231548.000000 Penalty: 1147.092773
	Iteration 7Q: 3 clusters Score -1.423155e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 288464 members 
Entering Unmasked Estep 
Score: -14240184.000000 Penalty: 1147.092773
	Iteration 8Q: 3 clusters Score -1.424018e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 292561 members 
Entering Unmasked Estep 
Score: -14245028.000000 Penalty: 1147.092773
	Iteration 9Q: 3 clusters Score -1.424503e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 294588 members 
Entering Unmasked Estep 
Score: -14247369.000000 Penalty: 1147.092773
	Iteration 10Q: 3 clusters Score -1.424737e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 295586 members 
Entering Unmasked Estep 
Score: -14248428.000000 Penalty: 1147.092773
	Iteration 11Q: 3 clusters Score -1.424843e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 296036 members 
Entering Unmasked Estep 
Score: -14248832.000000 Penalty: 1147.092773
	Iteration 12Q: 3 clusters Score -1.424883e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 296304 members 
Entering Unmasked Estep 
Score: -14249068.000000 Penalty: 1147.092773
	Iteration 13Q: 3 clusters Score -1.424907e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 296495 members 
Entering Unmasked Estep 
Score: -14249157.000000 Penalty: 1147.092773
	Iteration 14Q: 3 clusters Score -1.424916e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 296629 members 
Entering Unmasked Estep 
Score: -14249254.000000 Penalty: 1147.092773
	Iteration 15Q: 3 clusters Score -1.424925e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 296717 members 
Entering Unmasked Estep 
Score: -14249321.000000 Penalty: 1147.092773
	Iteration 16Q: 3 clusters Score -1.424932e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 296792 members 
Entering Unmasked Estep 
Score: -14249382.000000 Penalty: 1147.092773
	Iteration 17Q: 3 clusters Score -1.424938e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 296865 members 
Entering Unmasked Estep 
Score: -14249469.000000 Penalty: 1147.092773
	Iteration 18Q: 3 clusters Score -1.424947e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 296920 members 
Entering Unmasked Estep 
Score: -14249503.000000 Penalty: 1147.092773
	Iteration 19Q: 3 clusters Score -1.42495e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 296970 members 
Entering Unmasked Estep 
Score: -14249503.000000 Penalty: 1147.092773
	Iteration 20F: 3 clusters Score -1.42495e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 297012 members 
Entering Unmasked Estep 
Score: -14249525.000000 Penalty: 1147.092773
	Iteration 21Q: 3 clusters Score -1.424952e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 297040 members 
Entering Unmasked Estep 
Score: -14249562.000000 Penalty: 1147.092773
	Iteration 22Q: 3 clusters Score -1.424956e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 297058 members 
Entering Unmasked Estep 
Score: -14249572.000000 Penalty: 1147.092773
	Iteration 23Q: 3 clusters Score -1.424957e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 297064 members 
Entering Unmasked Estep 
Score: -14249595.000000 Penalty: 1147.092773
	Iteration 24Q: 3 clusters Score -1.42496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 297070 members 
Entering Unmasked Estep 
Score: -14249599.000000 Penalty: 1147.092773
	Iteration 25Q: 3 clusters Score -1.42496e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 297067 members 
Entering Unmasked Estep 
Score: -14249622.000000 Penalty: 1147.092773
	Iteration 26Q: 3 clusters Score -1.424962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 297062 members 
Entering Unmasked Estep 
Score: -14249636.000000 Penalty: 1147.092773
	Iteration 27Q: 3 clusters Score -1.424964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 297043 members 
Entering Unmasked Estep 
Score: -14249653.000000 Penalty: 1147.092773
	Iteration 28Q: 3 clusters Score -1.424965e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 297028 members 
Entering Unmasked Estep 
Score: -14249649.000000 Penalty: 1147.092773
	Iteration 29Q: 3 clusters Score -1.424965e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 297021 members 
Entering Unmasked Estep 
Score: -14249678.000000 Penalty: 1147.092773
	Iteration 30Q: 3 clusters Score -1.424968e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 297019 members 
Entering Unmasked Estep 
Score: -14249695.000000 Penalty: 1147.092773
	Iteration 31Q: 3 clusters Score -1.42497e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 297023 members 
Entering Unmasked Estep 
Score: -14249702.000000 Penalty: 1147.092773
	Iteration 32Q: 3 clusters Score -1.42497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 297020 members 
Entering Unmasked Estep 
Score: -14249697.000000 Penalty: 1147.092773
	Iteration 33Q: 3 clusters Score -1.42497e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 297011 members 
Entering Unmasked Estep 
Score: -14249685.000000 Penalty: 1147.092773
	Iteration 34Q: 3 clusters Score -1.424968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 297011 members 
Entering Unmasked Estep 
Score: -14249676.000000 Penalty: 1147.092773
	Iteration 35Q: 3 clusters Score -1.424968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 297005 members 
Entering Unmasked Estep 
Score: -14249699.000000 Penalty: 1147.092773
	Iteration 36Q: 3 clusters Score -1.42497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 297007 members 
Entering Unmasked Estep 
Score: -14249700.000000 Penalty: 1147.092773
	Iteration 37Q: 3 clusters Score -1.42497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 297006 members 
Entering Unmasked Estep 
Score: -14249686.000000 Penalty: 1147.092773
	Iteration 38Q: 3 clusters Score -1.424969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 297002 members 
Entering Unmasked Estep 
Score: -14249697.000000 Penalty: 1147.092773
	Iteration 39Q: 3 clusters Score -1.42497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 296996 members 
Entering Unmasked Estep 
Score: -14249690.000000 Penalty: 1147.092773
	Iteration 40F: 3 clusters Score -1.424969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 296988 members 
Entering Unmasked Estep 
Score: -14249685.000000 Penalty: 1147.092773
	Iteration 41Q: 3 clusters Score -1.424968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 296986 members 
Entering Unmasked Estep 
Score: -14249694.000000 Penalty: 1147.092773
	Iteration 42Q: 3 clusters Score -1.424969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 296988 members 
Entering Unmasked Estep 
Score: -14249693.000000 Penalty: 1147.092773
	Iteration 43Q: 3 clusters Score -1.424969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 296988 members 
Entering Unmasked Estep 
Score: -14249698.000000 Penalty: 1147.092773
	Iteration 44Q: 3 clusters Score -1.42497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 296985 members 
Entering Unmasked Estep 
Score: -14249696.000000 Penalty: 1147.092773
	Iteration 45Q: 3 clusters Score -1.42497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 296982 members 
Entering Unmasked Estep 
Score: -14249694.000000 Penalty: 1147.092773
	Iteration 46Q: 3 clusters Score -1.424969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 296982 members 
Entering Unmasked Estep 
Score: -14249693.000000 Penalty: 1147.092773
	Iteration 47Q: 3 clusters Score -1.424969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 296979 members 
Entering Unmasked Estep 
Score: -14249695.000000 Penalty: 1147.092773
	Iteration 48Q: 3 clusters Score -1.42497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 296979 members 
Entering Unmasked Estep 
Score: -14249694.000000 Penalty: 1147.092773
	Iteration 49Q: 3 clusters Score -1.424969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 296980 members 
Entering Unmasked Estep 
Score: -14249695.000000 Penalty: 1147.092773
	Iteration 50Q: 3 clusters Score -1.42497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 296980 members 
Entering Unmasked Estep 
Score: -14249695.000000 Penalty: 1147.092773
	Iteration 51F: 3 clusters Score -1.42497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (119475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Entering Unmasked Estep 
Score: -5805867.000000 Penalty: 531.934265
	Iteration 0F: 2 clusters Score -5805867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -5724939.000000 Penalty: 1063.868530
	Iteration 0F: 3 clusters Score -5724939 nChanged 58539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -5760805.500000 Penalty: 1063.868530
	Iteration 1F: 3 clusters Score -5760806 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -5762779.500000 Penalty: 1063.868530
	Iteration 2Q: 3 clusters Score -5762780 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -5765360.000000 Penalty: 1063.868530
	Iteration 3Q: 3 clusters Score -5765360 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -5769225.500000 Penalty: 1063.868530
	Iteration 4F: 3 clusters Score -5769226 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -5775394.000000 Penalty: 1063.868530
	Iteration 5F: 3 clusters Score -5775394 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -5784352.500000 Penalty: 1063.868530
	Iteration 6F: 3 clusters Score -5784352 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 107811 members 
Entering Unmasked Estep 
Score: -5794499.000000 Penalty: 1063.868530
	Iteration 7F: 3 clusters Score -5794499 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -5801691.500000 Penalty: 1063.868530
	Iteration 8F: 3 clusters Score -5801692 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 117781 members 
Entering Unmasked Estep 
Score: -5804847.000000 Penalty: 1063.868530
	Iteration 9Q: 3 clusters Score -5804847 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 118676 members 
Entering Unmasked Estep 
Score: -5805714.500000 Penalty: 1063.868530
	Iteration 10Q: 3 clusters Score -5805714 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -5805964.500000 Penalty: 1063.868530
	Iteration 11Q: 3 clusters Score -5805964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -5806036.000000 Penalty: 1063.868530
	Iteration 12Q: 3 clusters Score -5806036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 119019 members 
Entering Unmasked Estep 
Score: -5806068.500000 Penalty: 1063.868530
	Iteration 13Q: 3 clusters Score -5806068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -5806080.000000 Penalty: 1063.868530
	Iteration 14Q: 3 clusters Score -5806080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 119008 members 
Entering Unmasked Estep 
Score: -5806109.500000 Penalty: 1063.868530
	Iteration 15Q: 3 clusters Score -5806110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 118999 members 
Entering Unmasked Estep 
Score: -5806112.000000 Penalty: 1063.868530
	Iteration 16Q: 3 clusters Score -5806112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 118992 members 
Entering Unmasked Estep 
Score: -5806112.000000 Penalty: 1063.868530
	Iteration 17Q: 3 clusters Score -5806112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 118987 members 
Entering Unmasked Estep 
Score: -5806113.500000 Penalty: 1063.868530
	Iteration 18Q: 3 clusters Score -5806114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 118986 members 
Entering Unmasked Estep 
Score: -5806120.500000 Penalty: 1063.868530
	Iteration 19Q: 3 clusters Score -5806120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 118986 members 
Entering Unmasked Estep 
Score: -5806931.000000 Penalty: 1063.868530
	Iteration 20F: 3 clusters Score -5806931 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 118786 members 
Entering Unmasked Estep 
Score: -5808266.500000 Penalty: 1063.868530
	Iteration 21Q: 3 clusters Score -5808266 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -5808892.000000 Penalty: 1063.868530
	Iteration 22Q: 3 clusters Score -5808892 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 118141 members 
Entering Unmasked Estep 
Score: -5809102.500000 Penalty: 1063.868530
	Iteration 23Q: 3 clusters Score -5809102 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 117952 members 
Entering Unmasked Estep 
Score: -5809186.000000 Penalty: 1063.868530
	Iteration 24Q: 3 clusters Score -5809186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -5809225.500000 Penalty: 1063.868530
	Iteration 25Q: 3 clusters Score -5809226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
Score: -5809218.000000 Penalty: 1063.868530
	Iteration 26Q: 3 clusters Score -5809218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 117679 members 
Entering Unmasked Estep 
Score: -5809223.000000 Penalty: 1063.868530
	Iteration 27Q: 3 clusters Score -5809223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -5809222.000000 Penalty: 1063.868530
	Iteration 28Q: 3 clusters Score -5809222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 117628 members 
Entering Unmasked Estep 
Score: -5809223.500000 Penalty: 1063.868530
	Iteration 29Q: 3 clusters Score -5809224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -5809225.000000 Penalty: 1063.868530
	Iteration 30Q: 3 clusters Score -5809225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
Score: -5809224.000000 Penalty: 1063.868530
	Iteration 31Q: 3 clusters Score -5809224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -5809222.500000 Penalty: 1063.868530
	Iteration 32Q: 3 clusters Score -5809222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 117618 members 
Entering Unmasked Estep 
Score: -5809218.000000 Penalty: 1063.868530
	Iteration 33Q: 3 clusters Score -5809218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 117616 members 
Entering Unmasked Estep 
Score: -5809220.000000 Penalty: 1063.868530
	Iteration 34Q: 3 clusters Score -5809220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -5809220.000000 Penalty: 1063.868530
	Iteration 35Q: 3 clusters Score -5809220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 117613 members 
Entering Unmasked Estep 
Score: -5809224.500000 Penalty: 1063.868530
	Iteration 36Q: 3 clusters Score -5809224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 117613 members 
Entering Unmasked Estep 
Score: -5809422.000000 Penalty: 1063.868530
	Iteration 37F: 3 clusters Score -5809422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 117542 members 
Entering Unmasked Estep 
Score: -5809519.500000 Penalty: 1063.868530
	Iteration 38Q: 3 clusters Score -5809520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -5809562.500000 Penalty: 1063.868530
	Iteration 39Q: 3 clusters Score -5809562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -5809571.000000 Penalty: 1063.868530
	Iteration 40F: 3 clusters Score -5809571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 117411 members 
Entering Unmasked Estep 
Score: -5809579.500000 Penalty: 1063.868530
	Iteration 41Q: 3 clusters Score -5809580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -5809584.000000 Penalty: 1063.868530
	Iteration 42Q: 3 clusters Score -5809584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -5809585.000000 Penalty: 1063.868530
	Iteration 43Q: 3 clusters Score -5809585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -5809583.000000 Penalty: 1063.868530
	Iteration 44Q: 3 clusters Score -5809583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -5809584.500000 Penalty: 1063.868530
	Iteration 45Q: 3 clusters Score -5809584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -5809583.000000 Penalty: 1063.868530
	Iteration 46Q: 3 clusters Score -5809583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 117371 members 
Entering Unmasked Estep 
Score: -5809593.000000 Penalty: 1063.868530
	Iteration 47Q: 3 clusters Score -5809593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -5809586.000000 Penalty: 1063.868530
	Iteration 48Q: 3 clusters Score -5809586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -5809582.500000 Penalty: 1063.868530
	Iteration 49Q: 3 clusters Score -5809582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
Score: -5809588.000000 Penalty: 1063.868530
	Iteration 50Q: 3 clusters Score -5809588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 117357 members 
Entering Unmasked Estep 
Score: -5809589.000000 Penalty: 1063.868530
	Iteration 51Q: 3 clusters Score -5809589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -5809594.000000 Penalty: 1063.868530
	Iteration 52Q: 3 clusters Score -5809594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -5809594.000000 Penalty: 1063.868530
	Iteration 53F: 3 clusters Score -5809594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 9 contains 6346 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 117355 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 16 contains 68330 members 
Mstep: Class 17 contains 35341 members 
Mstep: Class 18 contains 298169 members 
Mstep: Class 19 contains 2120 members 
Entering Unmasked Estep 
Score: -28367930.000000 Penalty: 9696.159180
Splitting cluster 19 changes total score from -28351682.000000 to -28367930.000000
So it's getting split into cluster 11.
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 12950 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 35624 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 16 contains 68330 members 
Mstep: Class 17 contains 35341 members 
Mstep: Class 18 contains 298169 members 
Mstep: Class 19 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28370340.000000 Penalty: 9696.159180
Iteration 39Q: 17 clusters Score -2.837034e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 12537 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 16115 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 35269 members 
Mstep: Class 9 contains 6267 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 11 contains 116618 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 16 contains 64534 members 
Mstep: Class 17 contains 35929 members 
Mstep: Class 18 contains 303547 members 
Mstep: Class 19 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28374410.000000 Penalty: 9696.159180
Iteration 40F: 17 clusters Score -2.837441e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 15982 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 34838 members 
Mstep: Class 9 contains 6216 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 115944 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 36536 members 
Mstep: Class 18 contains 308930 members 
Mstep: Class 19 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28376438.000000 Penalty: 9696.159180
Iteration 41Q: 17 clusters Score -2.837644e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4589 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 15987 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 34290 members 
Mstep: Class 9 contains 6154 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 115324 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 16 contains 57277 members 
Mstep: Class 17 contains 37192 members 
Mstep: Class 18 contains 314078 members 
Mstep: Class 19 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377842.000000 Penalty: 9696.159180
Iteration 42Q: 17 clusters Score -2.837784e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 10892 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 16069 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 33694 members 
Mstep: Class 9 contains 6074 members 
Mstep: Class 10 contains 1358 members 
Mstep: Class 11 contains 114846 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 16 contains 54113 members 
Mstep: Class 17 contains 37898 members 
Mstep: Class 18 contains 318716 members 
Mstep: Class 19 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378436.000000 Penalty: 9696.159180
Iteration 43Q: 17 clusters Score -2.837844e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3537 members 
Mstep: Class 3 contains 10274 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 16226 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 33110 members 
Mstep: Class 9 contains 5989 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 114337 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 16 contains 51203 members 
Mstep: Class 17 contains 38620 members 
Mstep: Class 18 contains 323017 members 
Mstep: Class 19 contains 2960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378530.000000 Penalty: 9696.159180
Iteration 44Q: 17 clusters Score -2.837853e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 9663 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 16480 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 32633 members 
Mstep: Class 9 contains 5903 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 113889 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 16 contains 48598 members 
Mstep: Class 17 contains 39348 members 
Mstep: Class 18 contains 326709 members 
Mstep: Class 19 contains 2992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378934.000000 Penalty: 9696.159180
Iteration 45Q: 17 clusters Score -2.837893e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 9088 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 32173 members 
Mstep: Class 9 contains 5833 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 113461 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 16 contains 46288 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 329954 members 
Mstep: Class 19 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378950.000000 Penalty: 9696.159180
Iteration 46Q: 17 clusters Score -2.837895e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 8561 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 17092 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 31732 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 1073 members 
Mstep: Class 11 contains 113086 members 
Mstep: Class 14 contains 556 members 
Mstep: Class 16 contains 44252 members 
Mstep: Class 17 contains 40681 members 
Mstep: Class 18 contains 332762 members 
Mstep: Class 19 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378892.000000 Penalty: 9696.159180
Iteration 47Q: 17 clusters Score -2.837889e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 31294 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 112764 members 
Mstep: Class 14 contains 563 members 
Mstep: Class 16 contains 42444 members 
Mstep: Class 17 contains 41298 members 
Mstep: Class 18 contains 335251 members 
Mstep: Class 19 contains 3044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378796.000000 Penalty: 9696.159180
Iteration 48Q: 17 clusters Score -2.83788e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2018 members 
Mstep: Class 3 contains 7595 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 17785 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 30878 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 112483 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 16 contains 40817 members 
Mstep: Class 17 contains 41852 members 
Mstep: Class 18 contains 337453 members 
Mstep: Class 19 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378432.000000 Penalty: 9696.159180
Iteration 49Q: 17 clusters Score -2.837843e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 7195 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 18106 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 30535 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 112243 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 16 contains 39447 members 
Mstep: Class 17 contains 42359 members 
Mstep: Class 18 contains 339233 members 
Mstep: Class 19 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378014.000000 Penalty: 9696.159180
Iteration 50Q: 17 clusters Score -2.837801e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1703 members 
Mstep: Class 3 contains 6831 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 18365 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 30224 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 874 members 
Mstep: Class 11 contains 112006 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 16 contains 38241 members 
Mstep: Class 17 contains 42827 members 
Mstep: Class 18 contains 340836 members 
Mstep: Class 19 contains 3052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378094.000000 Penalty: 9696.159180
Iteration 51Q: 17 clusters Score -2.837809e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1583 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 18674 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 29959 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 111809 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 16 contains 37166 members 
Mstep: Class 17 contains 43256 members 
Mstep: Class 18 contains 342144 members 
Mstep: Class 19 contains 3054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378044.000000 Penalty: 9696.159180
Iteration 52Q: 17 clusters Score -2.837804e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 18981 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 29690 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 111639 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 36211 members 
Mstep: Class 17 contains 43660 members 
Mstep: Class 18 contains 343288 members 
Mstep: Class 19 contains 3058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377890.000000 Penalty: 9696.159180
Iteration 53Q: 17 clusters Score -2.837789e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 29478 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 10 contains 769 members 
Mstep: Class 11 contains 111489 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 16 contains 35338 members 
Mstep: Class 17 contains 44008 members 
Mstep: Class 18 contains 344289 members 
Mstep: Class 19 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377864.000000 Penalty: 9696.159180
Iteration 54Q: 17 clusters Score -2.837786e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 19564 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 29288 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 737 members 
Mstep: Class 11 contains 111350 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 16 contains 34598 members 
Mstep: Class 17 contains 44324 members 
Mstep: Class 18 contains 345139 members 
Mstep: Class 19 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377736.000000 Penalty: 9696.159180
Iteration 55Q: 17 clusters Score -2.837774e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 19817 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 29118 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 111234 members 
Mstep: Class 14 contains 574 members 
Mstep: Class 16 contains 33934 members 
Mstep: Class 17 contains 44594 members 
Mstep: Class 18 contains 345886 members 
Mstep: Class 19 contains 3084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377604.000000 Penalty: 9696.159180
Iteration 56Q: 17 clusters Score -2.83776e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 20076 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28970 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 714 members 
Mstep: Class 11 contains 111114 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 16 contains 33311 members 
Mstep: Class 17 contains 44858 members 
Mstep: Class 18 contains 346531 members 
Mstep: Class 19 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377522.000000 Penalty: 9696.159180
Iteration 57Q: 17 clusters Score -2.837752e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 20318 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28841 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 110997 members 
Mstep: Class 14 contains 577 members 
Mstep: Class 16 contains 32786 members 
Mstep: Class 17 contains 45073 members 
Mstep: Class 18 contains 347106 members 
Mstep: Class 19 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377450.000000 Penalty: 9696.159180
Iteration 58Q: 17 clusters Score -2.837745e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 20552 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28735 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 704 members 
Mstep: Class 11 contains 110918 members 
Mstep: Class 14 contains 580 members 
Mstep: Class 16 contains 32320 members 
Mstep: Class 17 contains 45290 members 
Mstep: Class 18 contains 347544 members 
Mstep: Class 19 contains 3091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377356.000000 Penalty: 9696.159180
Iteration 59Q: 17 clusters Score -2.837736e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1036 members 
Mstep: Class 3 contains 4784 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28633 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 110826 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 16 contains 31892 members 
Mstep: Class 17 contains 45484 members 
Mstep: Class 18 contains 347935 members 
Mstep: Class 19 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377446.000000 Penalty: 9696.159180
Iteration 60F: 17 clusters Score -2.837745e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 21020 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28542 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 695 members 
Mstep: Class 11 contains 110745 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 31541 members 
Mstep: Class 17 contains 45686 members 
Mstep: Class 18 contains 348254 members 
Mstep: Class 19 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377574.000000 Penalty: 9696.159180
Iteration 61Q: 17 clusters Score -2.837757e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 21234 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28457 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 110667 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 16 contains 31238 members 
Mstep: Class 17 contains 45874 members 
Mstep: Class 18 contains 348525 members 
Mstep: Class 19 contains 3092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377440.000000 Penalty: 9696.159180
Iteration 62Q: 17 clusters Score -2.837744e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 4358 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 21446 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28385 members 
Mstep: Class 9 contains 5241 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 110595 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 16 contains 30952 members 
Mstep: Class 17 contains 46038 members 
Mstep: Class 18 contains 348783 members 
Mstep: Class 19 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377326.000000 Penalty: 9696.159180
Iteration 63Q: 17 clusters Score -2.837733e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 4236 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 21656 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28319 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 110535 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 16 contains 30683 members 
Mstep: Class 17 contains 46170 members 
Mstep: Class 18 contains 349009 members 
Mstep: Class 19 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377318.000000 Penalty: 9696.159180
Iteration 64Q: 17 clusters Score -2.837732e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 875 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 21846 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28257 members 
Mstep: Class 9 contains 5200 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 110477 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 16 contains 30475 members 
Mstep: Class 17 contains 46271 members 
Mstep: Class 18 contains 349192 members 
Mstep: Class 19 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377266.000000 Penalty: 9696.159180
Iteration 65Q: 17 clusters Score -2.837727e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 22026 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28205 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 638 members 
Mstep: Class 11 contains 110427 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 30289 members 
Mstep: Class 17 contains 46351 members 
Mstep: Class 18 contains 349363 members 
Mstep: Class 19 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377272.000000 Penalty: 9696.159180
Iteration 66Q: 17 clusters Score -2.837727e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 857 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 22190 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28156 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 110385 members 
Mstep: Class 14 contains 654 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 46407 members 
Mstep: Class 18 contains 349534 members 
Mstep: Class 19 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377178.000000 Penalty: 9696.159180
Iteration 67Q: 17 clusters Score -2.837718e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 22371 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28122 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 110339 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 16 contains 29936 members 
Mstep: Class 17 contains 46458 members 
Mstep: Class 18 contains 349656 members 
Mstep: Class 19 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377290.000000 Penalty: 9696.159180
Iteration 68Q: 17 clusters Score -2.837729e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 840 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 22571 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28081 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 110286 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 16 contains 29782 members 
Mstep: Class 17 contains 46486 members 
Mstep: Class 18 contains 349760 members 
Mstep: Class 19 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377288.000000 Penalty: 9696.159180
Iteration 69Q: 17 clusters Score -2.837729e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 3674 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 22763 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28051 members 
Mstep: Class 9 contains 5140 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 110241 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 16 contains 29654 members 
Mstep: Class 17 contains 46520 members 
Mstep: Class 18 contains 349813 members 
Mstep: Class 19 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377254.000000 Penalty: 9696.159180
Iteration 70Q: 17 clusters Score -2.837725e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 3611 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 22947 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28030 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 110212 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 16 contains 29539 members 
Mstep: Class 17 contains 46548 members 
Mstep: Class 18 contains 349830 members 
Mstep: Class 19 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377262.000000 Penalty: 9696.159180
Iteration 71Q: 17 clusters Score -2.837726e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 23110 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 28011 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 110190 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 16 contains 29442 members 
Mstep: Class 17 contains 46565 members 
Mstep: Class 18 contains 349854 members 
Mstep: Class 19 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377356.000000 Penalty: 9696.159180
Iteration 72Q: 17 clusters Score -2.837736e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 3488 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 23269 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27993 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 617 members 
Mstep: Class 11 contains 110170 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 16 contains 29372 members 
Mstep: Class 17 contains 46579 members 
Mstep: Class 18 contains 349860 members 
Mstep: Class 19 contains 3070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377376.000000 Penalty: 9696.159180
Iteration 73Q: 17 clusters Score -2.837738e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 23433 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27979 members 
Mstep: Class 9 contains 5118 members 
Mstep: Class 10 contains 616 members 
Mstep: Class 11 contains 110152 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 16 contains 29301 members 
Mstep: Class 17 contains 46592 members 
Mstep: Class 18 contains 349869 members 
Mstep: Class 19 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377328.000000 Penalty: 9696.159180
Iteration 74Q: 17 clusters Score -2.837733e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 813 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 23599 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27966 members 
Mstep: Class 9 contains 5109 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 11 contains 110133 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 16 contains 29229 members 
Mstep: Class 17 contains 46602 members 
Mstep: Class 18 contains 349867 members 
Mstep: Class 19 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377344.000000 Penalty: 9696.159180
Iteration 75Q: 17 clusters Score -2.837734e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 23758 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27952 members 
Mstep: Class 9 contains 5102 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 110115 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 16 contains 29174 members 
Mstep: Class 17 contains 46615 members 
Mstep: Class 18 contains 349842 members 
Mstep: Class 19 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377362.000000 Penalty: 9696.159180
Iteration 76Q: 17 clusters Score -2.837736e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 805 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 23929 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27936 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 611 members 
Mstep: Class 11 contains 110095 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 16 contains 29121 members 
Mstep: Class 17 contains 46624 members 
Mstep: Class 18 contains 349815 members 
Mstep: Class 19 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377370.000000 Penalty: 9696.159180
Iteration 77Q: 17 clusters Score -2.837737e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 24090 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27924 members 
Mstep: Class 9 contains 5090 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 11 contains 110085 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 16 contains 29075 members 
Mstep: Class 17 contains 46635 members 
Mstep: Class 18 contains 349787 members 
Mstep: Class 19 contains 3065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377428.000000 Penalty: 9696.159180
Iteration 78Q: 17 clusters Score -2.837743e+07 nChanged 293
Entering ConstructFrom: 
Score: -28377428.000000 Penalty: 9696.159180
Entering ConstructFrom: 
Trying to split cluster 1 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -51711.253906 Penalty: 329.122223
	Iteration 0F: 2 clusters Score -51711.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -50790.398438 Penalty: 658.244446
	Iteration 0F: 3 clusters Score -50790.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -52120.074219 Penalty: 658.244446
	Iteration 1F: 3 clusters Score -52120.07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -52832.082031 Penalty: 658.244446
	Iteration 2F: 3 clusters Score -52832.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -53090.105469 Penalty: 658.244446
	Iteration 3Q: 3 clusters Score -53090.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -53125.210938 Penalty: 658.244446
	Iteration 4Q: 3 clusters Score -53125.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -53129.234375 Penalty: 658.244446
	Iteration 5Q: 3 clusters Score -53129.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -53129.656250 Penalty: 658.244446
	Iteration 6Q: 3 clusters Score -53129.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -53129.656250 Penalty: 658.244446
	Iteration 7F: 3 clusters Score -53129.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 24243 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27917 members 
Mstep: Class 9 contains 5085 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 110074 members 
Mstep: Class 12 contains 661 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 16 contains 29040 members 
Mstep: Class 17 contains 46648 members 
Mstep: Class 18 contains 349751 members 
Mstep: Class 19 contains 3059 members 
Entering Unmasked Estep 
Score: -28378566.000000 Penalty: 10302.168945
Splitting cluster 1 changes total score from -28377428.000000 to -28378566.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -39069.597656 Penalty: 303.978882
	Iteration 0F: 2 clusters Score -39069.6 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 407 members 
Entering Unmasked Estep 
Score: -38391.585938 Penalty: 607.957764
	Iteration 0F: 3 clusters Score -38391.59 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -38589.890625 Penalty: 607.957764
	Iteration 1F: 3 clusters Score -38589.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -38624.195312 Penalty: 607.957764
	Iteration 2F: 3 clusters Score -38624.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -38641.335938 Penalty: 607.957764
	Iteration 3Q: 3 clusters Score -38641.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -38653.613281 Penalty: 607.957764
	Iteration 4Q: 3 clusters Score -38653.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38667.105469 Penalty: 607.957764
	Iteration 5Q: 3 clusters Score -38667.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -38680.085938 Penalty: 607.957764
	Iteration 6Q: 3 clusters Score -38680.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -38696.746094 Penalty: 607.957764
	Iteration 7Q: 3 clusters Score -38696.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -38708.722656 Penalty: 607.957764
	Iteration 8Q: 3 clusters Score -38708.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -38715.574219 Penalty: 607.957764
	Iteration 9Q: 3 clusters Score -38715.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -38720.906250 Penalty: 607.957764
	Iteration 10Q: 3 clusters Score -38720.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -38726.886719 Penalty: 607.957764
	Iteration 11Q: 3 clusters Score -38726.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -38732.945312 Penalty: 607.957764
	Iteration 12Q: 3 clusters Score -38732.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -38739.464844 Penalty: 607.957764
	Iteration 13Q: 3 clusters Score -38739.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -38745.902344 Penalty: 607.957764
	Iteration 14Q: 3 clusters Score -38745.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -38761.269531 Penalty: 607.957764
	Iteration 15Q: 3 clusters Score -38761.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -38778.339844 Penalty: 607.957764
	Iteration 16Q: 3 clusters Score -38778.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -38789.937500 Penalty: 607.957764
	Iteration 17Q: 3 clusters Score -38789.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -38796.792969 Penalty: 607.957764
	Iteration 18Q: 3 clusters Score -38796.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -38804.210938 Penalty: 607.957764
	Iteration 19Q: 3 clusters Score -38804.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -38810.597656 Penalty: 607.957764
	Iteration 20F: 3 clusters Score -38810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -38812.625000 Penalty: 607.957764
	Iteration 21Q: 3 clusters Score -38812.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -38813.574219 Penalty: 607.957764
	Iteration 22Q: 3 clusters Score -38813.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -38813.574219 Penalty: 607.957764
	Iteration 23F: 3 clusters Score -38813.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -161900.890625 Penalty: 365.825684
	Iteration 0F: 2 clusters Score -161900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -159733.671875 Penalty: 731.651367
	Iteration 0F: 3 clusters Score -159733.7 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -160424.171875 Penalty: 731.651367
	Iteration 1F: 3 clusters Score -160424.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -160549.750000 Penalty: 731.651367
	Iteration 2F: 3 clusters Score -160549.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -160662.093750 Penalty: 731.651367
	Iteration 3F: 3 clusters Score -160662.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -160771.640625 Penalty: 731.651367
	Iteration 4F: 3 clusters Score -160771.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -160882.515625 Penalty: 731.651367
	Iteration 5F: 3 clusters Score -160882.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -161034.656250 Penalty: 731.651367
	Iteration 6F: 3 clusters Score -161034.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -161162.015625 Penalty: 731.651367
	Iteration 7F: 3 clusters Score -161162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -161250.265625 Penalty: 731.651367
	Iteration 8Q: 3 clusters Score -161250.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -161316.500000 Penalty: 731.651367
	Iteration 9Q: 3 clusters Score -161316.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -161365.750000 Penalty: 731.651367
	Iteration 10Q: 3 clusters Score -161365.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -161406.578125 Penalty: 731.651367
	Iteration 11Q: 3 clusters Score -161406.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -161440.593750 Penalty: 731.651367
	Iteration 12Q: 3 clusters Score -161440.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -161468.328125 Penalty: 731.651367
	Iteration 13Q: 3 clusters Score -161468.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -161495.156250 Penalty: 731.651367
	Iteration 14Q: 3 clusters Score -161495.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -161519.375000 Penalty: 731.651367
	Iteration 15Q: 3 clusters Score -161519.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -161552.515625 Penalty: 731.651367
	Iteration 16Q: 3 clusters Score -161552.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -161578.906250 Penalty: 731.651367
	Iteration 17Q: 3 clusters Score -161578.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -161599.093750 Penalty: 731.651367
	Iteration 18Q: 3 clusters Score -161599.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -161615.765625 Penalty: 731.651367
	Iteration 19Q: 3 clusters Score -161615.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -161626.875000 Penalty: 731.651367
	Iteration 20F: 3 clusters Score -161626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -161630.515625 Penalty: 731.651367
	Iteration 21Q: 3 clusters Score -161630.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -161633.390625 Penalty: 731.651367
	Iteration 22Q: 3 clusters Score -161633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -161634.828125 Penalty: 731.651367
	Iteration 23Q: 3 clusters Score -161634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -161636.343750 Penalty: 731.651367
	Iteration 24Q: 3 clusters Score -161636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -161637.000000 Penalty: 731.651367
	Iteration 25Q: 3 clusters Score -161637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -161637.687500 Penalty: 731.651367
	Iteration 26Q: 3 clusters Score -161637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -161637.562500 Penalty: 731.651367
	Iteration 27Q: 3 clusters Score -161637.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -161637.562500 Penalty: 731.651367
	Iteration 28F: 3 clusters Score -161637.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -56329.812500 Penalty: 335.943237
	Iteration 0F: 2 clusters Score -56329.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -55134.847656 Penalty: 671.886475
	Iteration 0F: 3 clusters Score -55134.85 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -55968.230469 Penalty: 671.886475
	Iteration 1F: 3 clusters Score -55968.23 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -56948.351562 Penalty: 671.886475
	Iteration 2F: 3 clusters Score -56948.35 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -57975.636719 Penalty: 671.886475
	Iteration 3F: 3 clusters Score -57975.64 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -58174.355469 Penalty: 671.886475
	Iteration 4F: 3 clusters Score -58174.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -58280.679688 Penalty: 671.886475
	Iteration 5Q: 3 clusters Score -58280.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -58388.164062 Penalty: 671.886475
	Iteration 6Q: 3 clusters Score -58388.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -58438.093750 Penalty: 671.886475
	Iteration 7Q: 3 clusters Score -58438.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -58448.339844 Penalty: 671.886475
	Iteration 8Q: 3 clusters Score -58448.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -58449.003906 Penalty: 671.886475
	Iteration 9Q: 3 clusters Score -58449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -58449.003906 Penalty: 671.886475
	Iteration 10F: 3 clusters Score -58449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 24243 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27917 members 
Mstep: Class 9 contains 5085 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 110074 members 
Mstep: Class 12 contains 661 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 16 contains 29040 members 
Mstep: Class 17 contains 46648 members 
Mstep: Class 18 contains 349751 members 
Mstep: Class 19 contains 3059 members 
Entering Unmasked Estep 
Score: -28380454.000000 Penalty: 10908.178711
Splitting cluster 4 changes total score from -28377428.000000 to -28380454.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 5 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -116696.906250 Penalty: 354.250305
	Iteration 0F: 2 clusters Score -116696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -114987.687500 Penalty: 708.500610
	Iteration 0F: 3 clusters Score -114987.7 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -115627.937500 Penalty: 708.500610
	Iteration 1F: 3 clusters Score -115627.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -115752.843750 Penalty: 708.500610
	Iteration 2F: 3 clusters Score -115752.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -115868.515625 Penalty: 708.500610
	Iteration 3F: 3 clusters Score -115868.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -115999.101562 Penalty: 708.500610
	Iteration 4F: 3 clusters Score -115999.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -116134.203125 Penalty: 708.500610
	Iteration 5F: 3 clusters Score -116134.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -116242.601562 Penalty: 708.500610
	Iteration 6F: 3 clusters Score -116242.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -116330.937500 Penalty: 708.500610
	Iteration 7Q: 3 clusters Score -116330.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -116402.015625 Penalty: 708.500610
	Iteration 8Q: 3 clusters Score -116402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -116438.242188 Penalty: 708.500610
	Iteration 9Q: 3 clusters Score -116438.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -116466.984375 Penalty: 708.500610
	Iteration 10Q: 3 clusters Score -116467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -116484.671875 Penalty: 708.500610
	Iteration 11Q: 3 clusters Score -116484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -116493.593750 Penalty: 708.500610
	Iteration 12Q: 3 clusters Score -116493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -116498.539062 Penalty: 708.500610
	Iteration 13Q: 3 clusters Score -116498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -116498.484375 Penalty: 708.500610
	Iteration 14Q: 3 clusters Score -116498.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -116498.484375 Penalty: 708.500610
	Iteration 15F: 3 clusters Score -116498.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Entering Unmasked Estep 
Score: -1240854.250000 Penalty: 459.362701
	Iteration 0F: 2 clusters Score -1240854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1224556.375000 Penalty: 918.725403
	Iteration 0F: 3 clusters Score -1224556 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1231737.375000 Penalty: 918.725403
	Iteration 1F: 3 clusters Score -1231737 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1232726.500000 Penalty: 918.725403
	Iteration 2F: 3 clusters Score -1232726 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1234321.500000 Penalty: 918.725403
	Iteration 3F: 3 clusters Score -1234322 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1236366.000000 Penalty: 918.725403
	Iteration 4F: 3 clusters Score -1236366 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1238203.875000 Penalty: 918.725403
	Iteration 5F: 3 clusters Score -1238204 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1239408.625000 Penalty: 918.725403
	Iteration 6Q: 3 clusters Score -1239409 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1240016.000000 Penalty: 918.725403
	Iteration 7Q: 3 clusters Score -1240016 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1240335.375000 Penalty: 918.725403
	Iteration 8Q: 3 clusters Score -1240335 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1240453.375000 Penalty: 918.725403
	Iteration 9Q: 3 clusters Score -1240453 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1240516.750000 Penalty: 918.725403
	Iteration 10Q: 3 clusters Score -1240517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1240557.750000 Penalty: 918.725403
	Iteration 11Q: 3 clusters Score -1240558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1240581.125000 Penalty: 918.725403
	Iteration 12Q: 3 clusters Score -1240581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1240601.750000 Penalty: 918.725403
	Iteration 13Q: 3 clusters Score -1240602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1240614.375000 Penalty: 918.725403
	Iteration 14Q: 3 clusters Score -1240614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1240623.000000 Penalty: 918.725403
	Iteration 15Q: 3 clusters Score -1240623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1240628.500000 Penalty: 918.725403
	Iteration 16Q: 3 clusters Score -1240628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1240632.125000 Penalty: 918.725403
	Iteration 17Q: 3 clusters Score -1240632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1240636.375000 Penalty: 918.725403
	Iteration 18Q: 3 clusters Score -1240636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1240637.750000 Penalty: 918.725403
	Iteration 19Q: 3 clusters Score -1240638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1240639.750000 Penalty: 918.725403
	Iteration 20F: 3 clusters Score -1240640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1240643.375000 Penalty: 918.725403
	Iteration 21Q: 3 clusters Score -1240643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1240644.625000 Penalty: 918.725403
	Iteration 22Q: 3 clusters Score -1240645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1240645.125000 Penalty: 918.725403
	Iteration 23Q: 3 clusters Score -1240645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1240645.875000 Penalty: 918.725403
	Iteration 24Q: 3 clusters Score -1240646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1240645.125000 Penalty: 918.725403
	Iteration 25Q: 3 clusters Score -1240645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1240651.125000 Penalty: 918.725403
	Iteration 26Q: 3 clusters Score -1240651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1240649.125000 Penalty: 918.725403
	Iteration 27Q: 3 clusters Score -1240649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1240648.250000 Penalty: 918.725403
	Iteration 28Q: 3 clusters Score -1240648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1240647.875000 Penalty: 918.725403
	Iteration 29Q: 3 clusters Score -1240648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1240647.875000 Penalty: 918.725403
	Iteration 30Q: 3 clusters Score -1240648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1240648.875000 Penalty: 918.725403
	Iteration 31Q: 3 clusters Score -1240649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1240647.875000 Penalty: 918.725403
	Iteration 32Q: 3 clusters Score -1240648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1240647.875000 Penalty: 918.725403
	Iteration 33Q: 3 clusters Score -1240648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1240647.125000 Penalty: 918.725403
	Iteration 34Q: 3 clusters Score -1240647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1240647.125000 Penalty: 918.725403
	Iteration 35F: 3 clusters Score -1240647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -101181.546875 Penalty: 347.274231
	Iteration 0F: 2 clusters Score -101181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -99723.796875 Penalty: 694.548462
	Iteration 0F: 3 clusters Score -99723.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -100191.734375 Penalty: 694.548462
	Iteration 1F: 3 clusters Score -100191.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -100244.671875 Penalty: 694.548462
	Iteration 2F: 3 clusters Score -100244.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -100279.062500 Penalty: 694.548462
	Iteration 3Q: 3 clusters Score -100279.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -100301.070312 Penalty: 694.548462
	Iteration 4Q: 3 clusters Score -100301.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -100318.273438 Penalty: 694.548462
	Iteration 5Q: 3 clusters Score -100318.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -100334.281250 Penalty: 694.548462
	Iteration 6Q: 3 clusters Score -100334.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -100352.390625 Penalty: 694.548462
	Iteration 7Q: 3 clusters Score -100352.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -100371.367188 Penalty: 694.548462
	Iteration 8Q: 3 clusters Score -100371.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -100388.500000 Penalty: 694.548462
	Iteration 9Q: 3 clusters Score -100388.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -100412.203125 Penalty: 694.548462
	Iteration 10Q: 3 clusters Score -100412.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100446.023438 Penalty: 694.548462
	Iteration 11Q: 3 clusters Score -100446 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100498.890625 Penalty: 694.548462
	Iteration 12Q: 3 clusters Score -100498.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100563.187500 Penalty: 694.548462
	Iteration 13Q: 3 clusters Score -100563.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -100660.125000 Penalty: 694.548462
	Iteration 14F: 3 clusters Score -100660.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -100744.218750 Penalty: 694.548462
	Iteration 15Q: 3 clusters Score -100744.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -100820.601562 Penalty: 694.548462
	Iteration 16Q: 3 clusters Score -100820.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -100872.835938 Penalty: 694.548462
	Iteration 17Q: 3 clusters Score -100872.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -100898.578125 Penalty: 694.548462
	Iteration 18Q: 3 clusters Score -100898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -100908.718750 Penalty: 694.548462
	Iteration 19Q: 3 clusters Score -100908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -100913.531250 Penalty: 694.548462
	Iteration 20F: 3 clusters Score -100913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -100914.875000 Penalty: 694.548462
	Iteration 21Q: 3 clusters Score -100914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -100914.875000 Penalty: 694.548462
	Iteration 22F: 3 clusters Score -100914.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Entering Unmasked Estep 
Score: -1410917.500000 Penalty: 465.783081
	Iteration 0F: 2 clusters Score -1410918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1392200.500000 Penalty: 931.566162
	Iteration 0F: 3 clusters Score -1392200 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1400103.500000 Penalty: 931.566162
	Iteration 1F: 3 clusters Score -1400104 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1400809.500000 Penalty: 931.566162
	Iteration 2F: 3 clusters Score -1400810 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1402032.625000 Penalty: 931.566162
	Iteration 3F: 3 clusters Score -1402033 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1403928.625000 Penalty: 931.566162
	Iteration 4F: 3 clusters Score -1403929 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1405717.625000 Penalty: 931.566162
	Iteration 5F: 3 clusters Score -1405718 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1406628.875000 Penalty: 931.566162
	Iteration 6F: 3 clusters Score -1406629 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1407010.125000 Penalty: 931.566162
	Iteration 7Q: 3 clusters Score -1407010 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1407241.125000 Penalty: 931.566162
	Iteration 8Q: 3 clusters Score -1407241 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1407465.875000 Penalty: 931.566162
	Iteration 9Q: 3 clusters Score -1407466 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1407684.125000 Penalty: 931.566162
	Iteration 10Q: 3 clusters Score -1407684 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1407911.000000 Penalty: 931.566162
	Iteration 11Q: 3 clusters Score -1407911 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1408152.875000 Penalty: 931.566162
	Iteration 12Q: 3 clusters Score -1408153 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1408423.000000 Penalty: 931.566162
	Iteration 13Q: 3 clusters Score -1408423 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1408689.125000 Penalty: 931.566162
	Iteration 14Q: 3 clusters Score -1408689 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1408917.875000 Penalty: 931.566162
	Iteration 15Q: 3 clusters Score -1408918 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1409124.375000 Penalty: 931.566162
	Iteration 16Q: 3 clusters Score -1409124 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1409299.875000 Penalty: 931.566162
	Iteration 17Q: 3 clusters Score -1409300 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1409435.875000 Penalty: 931.566162
	Iteration 18Q: 3 clusters Score -1409436 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1409555.875000 Penalty: 931.566162
	Iteration 19Q: 3 clusters Score -1409556 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1409675.500000 Penalty: 931.566162
	Iteration 20F: 3 clusters Score -1409676 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1409771.875000 Penalty: 931.566162
	Iteration 21Q: 3 clusters Score -1409772 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1409853.375000 Penalty: 931.566162
	Iteration 22Q: 3 clusters Score -1409853 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1409917.750000 Penalty: 931.566162
	Iteration 23Q: 3 clusters Score -1409918 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1409957.875000 Penalty: 931.566162
	Iteration 24Q: 3 clusters Score -1409958 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1409994.625000 Penalty: 931.566162
	Iteration 25Q: 3 clusters Score -1409995 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1410031.500000 Penalty: 931.566162
	Iteration 26Q: 3 clusters Score -1410032 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1410059.625000 Penalty: 931.566162
	Iteration 27Q: 3 clusters Score -1410060 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1410086.125000 Penalty: 931.566162
	Iteration 28Q: 3 clusters Score -1410086 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1410120.125000 Penalty: 931.566162
	Iteration 29Q: 3 clusters Score -1410120 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1410150.625000 Penalty: 931.566162
	Iteration 30Q: 3 clusters Score -1410151 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1410172.500000 Penalty: 931.566162
	Iteration 31Q: 3 clusters Score -1410172 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1410203.000000 Penalty: 931.566162
	Iteration 32Q: 3 clusters Score -1410203 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1410224.875000 Penalty: 931.566162
	Iteration 33Q: 3 clusters Score -1410225 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1410253.625000 Penalty: 931.566162
	Iteration 34Q: 3 clusters Score -1410254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1410280.125000 Penalty: 931.566162
	Iteration 35Q: 3 clusters Score -1410280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1410309.500000 Penalty: 931.566162
	Iteration 36Q: 3 clusters Score -1410310 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1410345.500000 Penalty: 931.566162
	Iteration 37Q: 3 clusters Score -1410346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1410374.750000 Penalty: 931.566162
	Iteration 38Q: 3 clusters Score -1410375 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1410403.750000 Penalty: 931.566162
	Iteration 39Q: 3 clusters Score -1410404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1410430.625000 Penalty: 931.566162
	Iteration 40F: 3 clusters Score -1410431 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1410449.875000 Penalty: 931.566162
	Iteration 41Q: 3 clusters Score -1410450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1410464.750000 Penalty: 931.566162
	Iteration 42Q: 3 clusters Score -1410465 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1410480.750000 Penalty: 931.566162
	Iteration 43Q: 3 clusters Score -1410481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1410504.375000 Penalty: 931.566162
	Iteration 44Q: 3 clusters Score -1410504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1410517.125000 Penalty: 931.566162
	Iteration 45Q: 3 clusters Score -1410517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1410520.875000 Penalty: 931.566162
	Iteration 46Q: 3 clusters Score -1410521 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1410534.000000 Penalty: 931.566162
	Iteration 47Q: 3 clusters Score -1410534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1410546.750000 Penalty: 931.566162
	Iteration 48Q: 3 clusters Score -1410547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1410555.750000 Penalty: 931.566162
	Iteration 49Q: 3 clusters Score -1410556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1410564.375000 Penalty: 931.566162
	Iteration 50Q: 3 clusters Score -1410564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1410568.000000 Penalty: 931.566162
	Iteration 51Q: 3 clusters Score -1410568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1410574.500000 Penalty: 931.566162
	Iteration 52Q: 3 clusters Score -1410574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1410581.500000 Penalty: 931.566162
	Iteration 53Q: 3 clusters Score -1410582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1410582.375000 Penalty: 931.566162
	Iteration 54Q: 3 clusters Score -1410582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1410579.125000 Penalty: 931.566162
	Iteration 55Q: 3 clusters Score -1410579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1410580.250000 Penalty: 931.566162
	Iteration 56Q: 3 clusters Score -1410580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1410583.625000 Penalty: 931.566162
	Iteration 57Q: 3 clusters Score -1410584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1410585.375000 Penalty: 931.566162
	Iteration 58Q: 3 clusters Score -1410585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1410586.000000 Penalty: 931.566162
	Iteration 59Q: 3 clusters Score -1410586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1410591.000000 Penalty: 931.566162
	Iteration 60F: 3 clusters Score -1410591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1410590.125000 Penalty: 931.566162
	Iteration 61Q: 3 clusters Score -1410590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1410592.625000 Penalty: 931.566162
	Iteration 62Q: 3 clusters Score -1410593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1410598.250000 Penalty: 931.566162
	Iteration 63Q: 3 clusters Score -1410598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1410605.500000 Penalty: 931.566162
	Iteration 64Q: 3 clusters Score -1410606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1410614.125000 Penalty: 931.566162
	Iteration 65Q: 3 clusters Score -1410614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1410613.625000 Penalty: 931.566162
	Iteration 66Q: 3 clusters Score -1410614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1410615.375000 Penalty: 931.566162
	Iteration 67Q: 3 clusters Score -1410615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1410620.625000 Penalty: 931.566162
	Iteration 68Q: 3 clusters Score -1410621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1410623.375000 Penalty: 931.566162
	Iteration 69Q: 3 clusters Score -1410623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1410626.500000 Penalty: 931.566162
	Iteration 70Q: 3 clusters Score -1410626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1410627.875000 Penalty: 931.566162
	Iteration 71Q: 3 clusters Score -1410628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1410630.000000 Penalty: 931.566162
	Iteration 72Q: 3 clusters Score -1410630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1410631.500000 Penalty: 931.566162
	Iteration 73Q: 3 clusters Score -1410632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1410631.875000 Penalty: 931.566162
	Iteration 74Q: 3 clusters Score -1410632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1410633.625000 Penalty: 931.566162
	Iteration 75Q: 3 clusters Score -1410634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1410634.250000 Penalty: 931.566162
	Iteration 76Q: 3 clusters Score -1410634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1410634.250000 Penalty: 931.566162
	Iteration 77Q: 3 clusters Score -1410634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1410634.500000 Penalty: 931.566162
	Iteration 78Q: 3 clusters Score -1410634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1410635.125000 Penalty: 931.566162
	Iteration 79Q: 3 clusters Score -1410635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1410635.625000 Penalty: 931.566162
	Iteration 80F: 3 clusters Score -1410636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1410636.875000 Penalty: 931.566162
	Iteration 81Q: 3 clusters Score -1410637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1410637.125000 Penalty: 931.566162
	Iteration 82Q: 3 clusters Score -1410637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1410637.000000 Penalty: 931.566162
	Iteration 83Q: 3 clusters Score -1410637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1410637.000000 Penalty: 931.566162
	Iteration 84F: 3 clusters Score -1410637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Entering Unmasked Estep 
Score: -226576.406250 Penalty: 388.299286
	Iteration 0F: 2 clusters Score -226576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -223149.796875 Penalty: 776.598572
	Iteration 0F: 3 clusters Score -223149.8 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -224323.078125 Penalty: 776.598572
	Iteration 1F: 3 clusters Score -224323.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -224426.093750 Penalty: 776.598572
	Iteration 2F: 3 clusters Score -224426.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -224564.203125 Penalty: 776.598572
	Iteration 3F: 3 clusters Score -224564.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -224793.203125 Penalty: 776.598572
	Iteration 4F: 3 clusters Score -224793.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -225143.015625 Penalty: 776.598572
	Iteration 5F: 3 clusters Score -225143 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -225489.187500 Penalty: 776.598572
	Iteration 6F: 3 clusters Score -225489.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -225737.750000 Penalty: 776.598572
	Iteration 7F: 3 clusters Score -225737.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -225892.125000 Penalty: 776.598572
	Iteration 8Q: 3 clusters Score -225892.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -225986.656250 Penalty: 776.598572
	Iteration 9Q: 3 clusters Score -225986.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -226062.671875 Penalty: 776.598572
	Iteration 10Q: 3 clusters Score -226062.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -226133.000000 Penalty: 776.598572
	Iteration 11Q: 3 clusters Score -226133 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -226177.406250 Penalty: 776.598572
	Iteration 12Q: 3 clusters Score -226177.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -226202.500000 Penalty: 776.598572
	Iteration 13Q: 3 clusters Score -226202.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -226214.921875 Penalty: 776.598572
	Iteration 14Q: 3 clusters Score -226214.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -226226.578125 Penalty: 776.598572
	Iteration 15Q: 3 clusters Score -226226.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -226240.484375 Penalty: 776.598572
	Iteration 16Q: 3 clusters Score -226240.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -226250.578125 Penalty: 776.598572
	Iteration 17Q: 3 clusters Score -226250.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -226260.250000 Penalty: 776.598572
	Iteration 18Q: 3 clusters Score -226260.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -226267.640625 Penalty: 776.598572
	Iteration 19Q: 3 clusters Score -226267.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -226275.593750 Penalty: 776.598572
	Iteration 20F: 3 clusters Score -226275.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -226283.015625 Penalty: 776.598572
	Iteration 21Q: 3 clusters Score -226283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -226291.671875 Penalty: 776.598572
	Iteration 22Q: 3 clusters Score -226291.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -226297.109375 Penalty: 776.598572
	Iteration 23Q: 3 clusters Score -226297.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -226303.640625 Penalty: 776.598572
	Iteration 24Q: 3 clusters Score -226303.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -226306.750000 Penalty: 776.598572
	Iteration 25Q: 3 clusters Score -226306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -226311.515625 Penalty: 776.598572
	Iteration 26Q: 3 clusters Score -226311.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -226316.156250 Penalty: 776.598572
	Iteration 27Q: 3 clusters Score -226316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -226319.906250 Penalty: 776.598572
	Iteration 28Q: 3 clusters Score -226319.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -226323.843750 Penalty: 776.598572
	Iteration 29Q: 3 clusters Score -226323.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -226328.078125 Penalty: 776.598572
	Iteration 30Q: 3 clusters Score -226328.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -226331.531250 Penalty: 776.598572
	Iteration 31Q: 3 clusters Score -226331.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -226335.656250 Penalty: 776.598572
	Iteration 32Q: 3 clusters Score -226335.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -226339.156250 Penalty: 776.598572
	Iteration 33Q: 3 clusters Score -226339.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -226341.296875 Penalty: 776.598572
	Iteration 34Q: 3 clusters Score -226341.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -226342.531250 Penalty: 776.598572
	Iteration 35Q: 3 clusters Score -226342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -226343.359375 Penalty: 776.598572
	Iteration 36Q: 3 clusters Score -226343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -226344.171875 Penalty: 776.598572
	Iteration 37Q: 3 clusters Score -226344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -226344.453125 Penalty: 776.598572
	Iteration 38Q: 3 clusters Score -226344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -226344.390625 Penalty: 776.598572
	Iteration 39Q: 3 clusters Score -226344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -226345.046875 Penalty: 776.598572
	Iteration 40F: 3 clusters Score -226345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -226346.890625 Penalty: 776.598572
	Iteration 41Q: 3 clusters Score -226346.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -226349.750000 Penalty: 776.598572
	Iteration 42Q: 3 clusters Score -226349.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -226353.218750 Penalty: 776.598572
	Iteration 43Q: 3 clusters Score -226353.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -226355.656250 Penalty: 776.598572
	Iteration 44Q: 3 clusters Score -226355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -226360.484375 Penalty: 776.598572
	Iteration 45Q: 3 clusters Score -226360.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -226364.578125 Penalty: 776.598572
	Iteration 46Q: 3 clusters Score -226364.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -226367.359375 Penalty: 776.598572
	Iteration 47Q: 3 clusters Score -226367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -226368.078125 Penalty: 776.598572
	Iteration 48Q: 3 clusters Score -226368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -226368.500000 Penalty: 776.598572
	Iteration 49Q: 3 clusters Score -226368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -226369.265625 Penalty: 776.598572
	Iteration 50Q: 3 clusters Score -226369.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -226370.265625 Penalty: 776.598572
	Iteration 51Q: 3 clusters Score -226370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -226371.015625 Penalty: 776.598572
	Iteration 52Q: 3 clusters Score -226371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -226372.015625 Penalty: 776.598572
	Iteration 53Q: 3 clusters Score -226372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -226372.828125 Penalty: 776.598572
	Iteration 54Q: 3 clusters Score -226372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -226373.781250 Penalty: 776.598572
	Iteration 55Q: 3 clusters Score -226373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -226375.015625 Penalty: 776.598572
	Iteration 56Q: 3 clusters Score -226375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -226375.828125 Penalty: 776.598572
	Iteration 57Q: 3 clusters Score -226375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -226376.281250 Penalty: 776.598572
	Iteration 58Q: 3 clusters Score -226376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -226376.218750 Penalty: 776.598572
	Iteration 59Q: 3 clusters Score -226376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -226376.390625 Penalty: 776.598572
	Iteration 60F: 3 clusters Score -226376.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -28298.832031 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -28298.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27727.566406 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -27727.57 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27889.345703 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -27889.35 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27939.779297 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -27939.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27963.150391 Penalty: 583.325928
	Iteration 3Q: 3 clusters Score -27963.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27976.324219 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -27976.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27988.248047 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -27988.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27993.773438 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -27993.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27998.365234 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -27998.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27999.562500 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -27999.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28001.039062 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -28001.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28004.050781 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -28004.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28008.033203 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -28008.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28010.119141 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -28010.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28010.347656 Penalty: 583.325928
	Iteration 13Q: 3 clusters Score -28010.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28012.195312 Penalty: 583.325928
	Iteration 14Q: 3 clusters Score -28012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28012.566406 Penalty: 583.325928
	Iteration 15Q: 3 clusters Score -28012.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28013.146484 Penalty: 583.325928
	Iteration 16Q: 3 clusters Score -28013.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28014.880859 Penalty: 583.325928
	Iteration 17Q: 3 clusters Score -28014.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28015.900391 Penalty: 583.325928
	Iteration 18Q: 3 clusters Score -28015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28018.189453 Penalty: 583.325928
	Iteration 19Q: 3 clusters Score -28018.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28022.033203 Penalty: 583.325928
	Iteration 20F: 3 clusters Score -28022.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28024.455078 Penalty: 583.325928
	Iteration 21Q: 3 clusters Score -28024.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28029.421875 Penalty: 583.325928
	Iteration 22Q: 3 clusters Score -28029.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28034.310547 Penalty: 583.325928
	Iteration 23Q: 3 clusters Score -28034.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28040.103516 Penalty: 583.325928
	Iteration 24Q: 3 clusters Score -28040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28044.558594 Penalty: 583.325928
	Iteration 25Q: 3 clusters Score -28044.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28048.712891 Penalty: 583.325928
	Iteration 26Q: 3 clusters Score -28048.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28056.615234 Penalty: 583.325928
	Iteration 27Q: 3 clusters Score -28056.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28061.449219 Penalty: 583.325928
	Iteration 28Q: 3 clusters Score -28061.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28064.074219 Penalty: 583.325928
	Iteration 29Q: 3 clusters Score -28064.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28065.066406 Penalty: 583.325928
	Iteration 30Q: 3 clusters Score -28065.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28065.066406 Penalty: 583.325928
	Iteration 31F: 3 clusters Score -28065.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (110074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110074 members 
Entering Unmasked Estep 
Score: -5386299.500000 Penalty: 528.205322
	Iteration 0F: 2 clusters Score -5386300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -5312219.000000 Penalty: 1056.410645
	Iteration 0F: 3 clusters Score -5312219 nChanged 53684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -5344568.500000 Penalty: 1056.410645
	Iteration 1F: 3 clusters Score -5344568 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -5346055.500000 Penalty: 1056.410645
	Iteration 2Q: 3 clusters Score -5346056 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5348288.000000 Penalty: 1056.410645
	Iteration 3Q: 3 clusters Score -5348288 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -5351788.500000 Penalty: 1056.410645
	Iteration 4F: 3 clusters Score -5351788 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -5357599.000000 Penalty: 1056.410645
	Iteration 5F: 3 clusters Score -5357599 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5365830.500000 Penalty: 1056.410645
	Iteration 6F: 3 clusters Score -5365830 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -5374665.500000 Penalty: 1056.410645
	Iteration 7F: 3 clusters Score -5374666 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104747 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -5380918.500000 Penalty: 1056.410645
	Iteration 8F: 3 clusters Score -5380918 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5384077.000000 Penalty: 1056.410645
	Iteration 9Q: 3 clusters Score -5384077 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109322 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5385234.000000 Penalty: 1056.410645
	Iteration 10Q: 3 clusters Score -5385234 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5385613.500000 Penalty: 1056.410645
	Iteration 11Q: 3 clusters Score -5385614 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5385751.000000 Penalty: 1056.410645
	Iteration 12Q: 3 clusters Score -5385751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5385847.500000 Penalty: 1056.410645
	Iteration 13Q: 3 clusters Score -5385848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5385878.500000 Penalty: 1056.410645
	Iteration 14Q: 3 clusters Score -5385878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5385897.500000 Penalty: 1056.410645
	Iteration 15Q: 3 clusters Score -5385898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5385912.500000 Penalty: 1056.410645
	Iteration 16Q: 3 clusters Score -5385912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5385916.500000 Penalty: 1056.410645
	Iteration 17Q: 3 clusters Score -5385916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5385923.000000 Penalty: 1056.410645
	Iteration 18Q: 3 clusters Score -5385923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5385922.500000 Penalty: 1056.410645
	Iteration 19Q: 3 clusters Score -5385922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5385928.500000 Penalty: 1056.410645
	Iteration 20F: 3 clusters Score -5385928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5385943.000000 Penalty: 1056.410645
	Iteration 21Q: 3 clusters Score -5385943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5385942.500000 Penalty: 1056.410645
	Iteration 22Q: 3 clusters Score -5385942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5385942.000000 Penalty: 1056.410645
	Iteration 23Q: 3 clusters Score -5385942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5385937.500000 Penalty: 1056.410645
	Iteration 24Q: 3 clusters Score -5385938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5385943.500000 Penalty: 1056.410645
	Iteration 25Q: 3 clusters Score -5385944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5385944.500000 Penalty: 1056.410645
	Iteration 26Q: 3 clusters Score -5385944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5385947.500000 Penalty: 1056.410645
	Iteration 27Q: 3 clusters Score -5385948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109874 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5385954.000000 Penalty: 1056.410645
	Iteration 28Q: 3 clusters Score -5385954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5385955.500000 Penalty: 1056.410645
	Iteration 29Q: 3 clusters Score -5385956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5385952.500000 Penalty: 1056.410645
	Iteration 30Q: 3 clusters Score -5385952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109871 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5385951.500000 Penalty: 1056.410645
	Iteration 31Q: 3 clusters Score -5385952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5385952.500000 Penalty: 1056.410645
	Iteration 32Q: 3 clusters Score -5385952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5385952.500000 Penalty: 1056.410645
	Iteration 33F: 3 clusters Score -5385952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -31842.943359 Penalty: 302.114349
	Iteration 0F: 2 clusters Score -31842.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -31159.626953 Penalty: 604.228699
	Iteration 0F: 3 clusters Score -31159.63 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31332.162109 Penalty: 604.228699
	Iteration 1F: 3 clusters Score -31332.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -31357.800781 Penalty: 604.228699
	Iteration 2F: 3 clusters Score -31357.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31383.181641 Penalty: 604.228699
	Iteration 3F: 3 clusters Score -31383.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -31403.447266 Penalty: 604.228699
	Iteration 4Q: 3 clusters Score -31403.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -31420.136719 Penalty: 604.228699
	Iteration 5Q: 3 clusters Score -31420.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -31437.886719 Penalty: 604.228699
	Iteration 6Q: 3 clusters Score -31437.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -31457.177734 Penalty: 604.228699
	Iteration 7Q: 3 clusters Score -31457.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -31480.445312 Penalty: 604.228699
	Iteration 8Q: 3 clusters Score -31480.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -31495.548828 Penalty: 604.228699
	Iteration 9Q: 3 clusters Score -31495.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -31508.263672 Penalty: 604.228699
	Iteration 10Q: 3 clusters Score -31508.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -31515.623047 Penalty: 604.228699
	Iteration 11Q: 3 clusters Score -31515.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -31521.591797 Penalty: 604.228699
	Iteration 12Q: 3 clusters Score -31521.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -31526.791016 Penalty: 604.228699
	Iteration 13Q: 3 clusters Score -31526.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -31539.890625 Penalty: 604.228699
	Iteration 14Q: 3 clusters Score -31539.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -31556.560547 Penalty: 604.228699
	Iteration 15Q: 3 clusters Score -31556.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -31570.640625 Penalty: 604.228699
	Iteration 16Q: 3 clusters Score -31570.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -31585.654297 Penalty: 604.228699
	Iteration 17Q: 3 clusters Score -31585.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -31602.591797 Penalty: 604.228699
	Iteration 18Q: 3 clusters Score -31602.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31619.146484 Penalty: 604.228699
	Iteration 19Q: 3 clusters Score -31619.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -31624.169922 Penalty: 604.228699
	Iteration 20F: 3 clusters Score -31624.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -31627.056641 Penalty: 604.228699
	Iteration 21Q: 3 clusters Score -31627.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -31628.695312 Penalty: 604.228699
	Iteration 22Q: 3 clusters Score -31628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -31629.935547 Penalty: 604.228699
	Iteration 23Q: 3 clusters Score -31629.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -31631.654297 Penalty: 604.228699
	Iteration 24Q: 3 clusters Score -31631.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -31632.988281 Penalty: 604.228699
	Iteration 25Q: 3 clusters Score -31632.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -31638.380859 Penalty: 604.228699
	Iteration 26Q: 3 clusters Score -31638.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -31640.833984 Penalty: 604.228699
	Iteration 27Q: 3 clusters Score -31640.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -31641.712891 Penalty: 604.228699
	Iteration 28Q: 3 clusters Score -31641.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31641.820312 Penalty: 604.228699
	Iteration 29Q: 3 clusters Score -31641.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31641.820312 Penalty: 604.228699
	Iteration 30F: 3 clusters Score -31641.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Entering Unmasked Estep 
Score: -1470523.500000 Penalty: 467.577515
	Iteration 0F: 2 clusters Score -1470524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1451120.625000 Penalty: 935.155029
	Iteration 0F: 3 clusters Score -1451121 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1459598.875000 Penalty: 935.155029
	Iteration 1F: 3 clusters Score -1459599 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1460249.375000 Penalty: 935.155029
	Iteration 2Q: 3 clusters Score -1460249 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1461197.625000 Penalty: 935.155029
	Iteration 3F: 3 clusters Score -1461198 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1462516.250000 Penalty: 935.155029
	Iteration 4F: 3 clusters Score -1462516 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1464004.375000 Penalty: 935.155029
	Iteration 5F: 3 clusters Score -1464004 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1465149.000000 Penalty: 935.155029
	Iteration 6F: 3 clusters Score -1465149 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1465714.125000 Penalty: 935.155029
	Iteration 7Q: 3 clusters Score -1465714 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1465931.125000 Penalty: 935.155029
	Iteration 8Q: 3 clusters Score -1465931 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1466070.125000 Penalty: 935.155029
	Iteration 9Q: 3 clusters Score -1466070 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1466211.750000 Penalty: 935.155029
	Iteration 10Q: 3 clusters Score -1466212 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1466351.875000 Penalty: 935.155029
	Iteration 11Q: 3 clusters Score -1466352 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1466505.000000 Penalty: 935.155029
	Iteration 12Q: 3 clusters Score -1466505 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1466657.500000 Penalty: 935.155029
	Iteration 13Q: 3 clusters Score -1466658 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1466837.750000 Penalty: 935.155029
	Iteration 14Q: 3 clusters Score -1466838 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1467052.875000 Penalty: 935.155029
	Iteration 15Q: 3 clusters Score -1467053 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1467291.750000 Penalty: 935.155029
	Iteration 16Q: 3 clusters Score -1467292 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1467507.000000 Penalty: 935.155029
	Iteration 17Q: 3 clusters Score -1467507 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1467720.500000 Penalty: 935.155029
	Iteration 18Q: 3 clusters Score -1467720 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1467916.375000 Penalty: 935.155029
	Iteration 19Q: 3 clusters Score -1467916 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1468132.250000 Penalty: 935.155029
	Iteration 20F: 3 clusters Score -1468132 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1468340.625000 Penalty: 935.155029
	Iteration 21Q: 3 clusters Score -1468341 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1468533.125000 Penalty: 935.155029
	Iteration 22Q: 3 clusters Score -1468533 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1468748.875000 Penalty: 935.155029
	Iteration 23Q: 3 clusters Score -1468749 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1468926.500000 Penalty: 935.155029
	Iteration 24Q: 3 clusters Score -1468926 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1469071.125000 Penalty: 935.155029
	Iteration 25Q: 3 clusters Score -1469071 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1469206.625000 Penalty: 935.155029
	Iteration 26Q: 3 clusters Score -1469207 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1469317.250000 Penalty: 935.155029
	Iteration 27Q: 3 clusters Score -1469317 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1469423.875000 Penalty: 935.155029
	Iteration 28Q: 3 clusters Score -1469424 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1469543.250000 Penalty: 935.155029
	Iteration 29Q: 3 clusters Score -1469543 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1469670.375000 Penalty: 935.155029
	Iteration 30Q: 3 clusters Score -1469670 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1469779.000000 Penalty: 935.155029
	Iteration 31Q: 3 clusters Score -1469779 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1469861.750000 Penalty: 935.155029
	Iteration 32Q: 3 clusters Score -1469862 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1469936.625000 Penalty: 935.155029
	Iteration 33Q: 3 clusters Score -1469937 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1470006.750000 Penalty: 935.155029
	Iteration 34Q: 3 clusters Score -1470007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1470037.500000 Penalty: 935.155029
	Iteration 35Q: 3 clusters Score -1470038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1470059.375000 Penalty: 935.155029
	Iteration 36Q: 3 clusters Score -1470059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1470080.875000 Penalty: 935.155029
	Iteration 37Q: 3 clusters Score -1470081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1470103.000000 Penalty: 935.155029
	Iteration 38Q: 3 clusters Score -1470103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1470119.750000 Penalty: 935.155029
	Iteration 39Q: 3 clusters Score -1470120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1470131.375000 Penalty: 935.155029
	Iteration 40F: 3 clusters Score -1470131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1470132.250000 Penalty: 935.155029
	Iteration 41Q: 3 clusters Score -1470132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1470141.375000 Penalty: 935.155029
	Iteration 42Q: 3 clusters Score -1470141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1470148.000000 Penalty: 935.155029
	Iteration 43Q: 3 clusters Score -1470148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1470148.500000 Penalty: 935.155029
	Iteration 44Q: 3 clusters Score -1470148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1470148.375000 Penalty: 935.155029
	Iteration 45Q: 3 clusters Score -1470148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1470151.875000 Penalty: 935.155029
	Iteration 46Q: 3 clusters Score -1470152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1470155.875000 Penalty: 935.155029
	Iteration 47Q: 3 clusters Score -1470156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1470157.250000 Penalty: 935.155029
	Iteration 48Q: 3 clusters Score -1470157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1470157.750000 Penalty: 935.155029
	Iteration 49Q: 3 clusters Score -1470158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1470158.000000 Penalty: 935.155029
	Iteration 50Q: 3 clusters Score -1470158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1470157.750000 Penalty: 935.155029
	Iteration 51Q: 3 clusters Score -1470158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1470157.750000 Penalty: 935.155029
	Iteration 52Q: 3 clusters Score -1470158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1470158.750000 Penalty: 935.155029
	Iteration 53Q: 3 clusters Score -1470159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1470160.625000 Penalty: 935.155029
	Iteration 54Q: 3 clusters Score -1470161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1470160.750000 Penalty: 935.155029
	Iteration 55Q: 3 clusters Score -1470161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1470159.375000 Penalty: 935.155029
	Iteration 56Q: 3 clusters Score -1470159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1470160.250000 Penalty: 935.155029
	Iteration 57Q: 3 clusters Score -1470160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1470159.750000 Penalty: 935.155029
	Iteration 58Q: 3 clusters Score -1470160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1470160.500000 Penalty: 935.155029
	Iteration 59Q: 3 clusters Score -1470160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1470161.000000 Penalty: 935.155029
	Iteration 60F: 3 clusters Score -1470161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Entering Unmasked Estep 
Score: -2133216.250000 Penalty: 489.142517
	Iteration 0F: 2 clusters Score -2133216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2101888.250000 Penalty: 978.285034
	Iteration 0F: 3 clusters Score -2101888 nChanged 22416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -2115429.750000 Penalty: 978.285034
	Iteration 1F: 3 clusters Score -2115430 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2116123.000000 Penalty: 978.285034
	Iteration 2Q: 3 clusters Score -2116123 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -2117219.250000 Penalty: 978.285034
	Iteration 3Q: 3 clusters Score -2117219 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -2118913.750000 Penalty: 978.285034
	Iteration 4F: 3 clusters Score -2118914 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -2121316.500000 Penalty: 978.285034
	Iteration 5F: 3 clusters Score -2121316 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -2124033.500000 Penalty: 978.285034
	Iteration 6F: 3 clusters Score -2124034 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -2126356.250000 Penalty: 978.285034
	Iteration 7F: 3 clusters Score -2126356 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -2127955.000000 Penalty: 978.285034
	Iteration 8Q: 3 clusters Score -2127955 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -2129069.250000 Penalty: 978.285034
	Iteration 9Q: 3 clusters Score -2129069 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -2129952.000000 Penalty: 978.285034
	Iteration 10Q: 3 clusters Score -2129952 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -2130694.750000 Penalty: 978.285034
	Iteration 11Q: 3 clusters Score -2130695 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -2131348.500000 Penalty: 978.285034
	Iteration 12Q: 3 clusters Score -2131348 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -2131858.250000 Penalty: 978.285034
	Iteration 13Q: 3 clusters Score -2131858 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -2132278.000000 Penalty: 978.285034
	Iteration 14Q: 3 clusters Score -2132278 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -2132542.000000 Penalty: 978.285034
	Iteration 15Q: 3 clusters Score -2132542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -2132673.750000 Penalty: 978.285034
	Iteration 16Q: 3 clusters Score -2132674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -2132718.750000 Penalty: 978.285034
	Iteration 17Q: 3 clusters Score -2132719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -2132735.500000 Penalty: 978.285034
	Iteration 18Q: 3 clusters Score -2132736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -2132746.500000 Penalty: 978.285034
	Iteration 19Q: 3 clusters Score -2132746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -2132749.000000 Penalty: 978.285034
	Iteration 20F: 3 clusters Score -2132749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (349751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349751 members 
Entering Unmasked Estep 
Score: -16662065.000000 Penalty: 580.806458
	Iteration 0F: 2 clusters Score -1.666206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174282 members 
Mstep: Class 2 contains 175469 members 
Entering Unmasked Estep 
Score: -16433618.000000 Penalty: 1161.612915
	Iteration 0F: 3 clusters Score -1.643362e+07 nChanged 172509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150793 members 
Mstep: Class 2 contains 198958 members 
Entering Unmasked Estep 
Score: -16541842.000000 Penalty: 1161.612915
	Iteration 1F: 3 clusters Score -1.654184e+07 nChanged 16327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134730 members 
Mstep: Class 2 contains 215021 members 
Entering Unmasked Estep 
Score: -16549191.000000 Penalty: 1161.612915
	Iteration 2Q: 3 clusters Score -1.654919e+07 nChanged 24637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 239652 members 
Entering Unmasked Estep 
Score: -16564674.000000 Penalty: 1161.612915
	Iteration 3F: 3 clusters Score -1.656467e+07 nChanged 34245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 273897 members 
Entering Unmasked Estep 
Score: -16591939.000000 Penalty: 1161.612915
	Iteration 4F: 3 clusters Score -1.659194e+07 nChanged 37969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 311866 members 
Entering Unmasked Estep 
Score: -16631965.000000 Penalty: 1161.612915
	Iteration 5F: 3 clusters Score -1.663196e+07 nChanged 26497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 338363 members 
Entering Unmasked Estep 
Score: -16653134.000000 Penalty: 1161.612915
	Iteration 6F: 3 clusters Score -1.665313e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 347659 members 
Entering Unmasked Estep 
Score: -16659866.000000 Penalty: 1161.612915
	Iteration 7Q: 3 clusters Score -1.665987e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 349377 members 
Entering Unmasked Estep 
Score: -16661287.000000 Penalty: 1161.612915
	Iteration 8Q: 3 clusters Score -1.666129e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 349634 members 
Entering Unmasked Estep 
Score: -16661509.000000 Penalty: 1161.612915
	Iteration 9Q: 3 clusters Score -1.666151e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 349662 members 
Entering Unmasked Estep 
Score: -16661608.000000 Penalty: 1161.612915
	Iteration 10Q: 3 clusters Score -1.666161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 349663 members 
Entering Unmasked Estep 
Score: -16661659.000000 Penalty: 1161.612915
	Iteration 11Q: 3 clusters Score -1.666166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 349654 members 
Entering Unmasked Estep 
Score: -16661681.000000 Penalty: 1161.612915
	Iteration 12Q: 3 clusters Score -1.666168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 349641 members 
Entering Unmasked Estep 
Score: -16661696.000000 Penalty: 1161.612915
	Iteration 13Q: 3 clusters Score -1.66617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 349629 members 
Entering Unmasked Estep 
Score: -16661720.000000 Penalty: 1161.612915
	Iteration 14Q: 3 clusters Score -1.666172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 349616 members 
Entering Unmasked Estep 
Score: -16661723.000000 Penalty: 1161.612915
	Iteration 15Q: 3 clusters Score -1.666172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 349599 members 
Entering Unmasked Estep 
Score: -16661735.000000 Penalty: 1161.612915
	Iteration 16Q: 3 clusters Score -1.666174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349590 members 
Entering Unmasked Estep 
Score: -16661754.000000 Penalty: 1161.612915
	Iteration 17Q: 3 clusters Score -1.666175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 349581 members 
Entering Unmasked Estep 
Score: -16661748.000000 Penalty: 1161.612915
	Iteration 18Q: 3 clusters Score -1.666175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 349576 members 
Entering Unmasked Estep 
Score: -16661765.000000 Penalty: 1161.612915
	Iteration 19Q: 3 clusters Score -1.666176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 349566 members 
Entering Unmasked Estep 
Score: -16661771.000000 Penalty: 1161.612915
	Iteration 20F: 3 clusters Score -1.666177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 349542 members 
Entering Unmasked Estep 
Score: -16661798.000000 Penalty: 1161.612915
	Iteration 21Q: 3 clusters Score -1.66618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 349517 members 
Entering Unmasked Estep 
Score: -16661820.000000 Penalty: 1161.612915
	Iteration 22Q: 3 clusters Score -1.666182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 349488 members 
Entering Unmasked Estep 
Score: -16661844.000000 Penalty: 1161.612915
	Iteration 23Q: 3 clusters Score -1.666184e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 349459 members 
Entering Unmasked Estep 
Score: -16661857.000000 Penalty: 1161.612915
	Iteration 24Q: 3 clusters Score -1.666186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 349428 members 
Entering Unmasked Estep 
Score: -16661877.000000 Penalty: 1161.612915
	Iteration 25Q: 3 clusters Score -1.666188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 349403 members 
Entering Unmasked Estep 
Score: -16661909.000000 Penalty: 1161.612915
	Iteration 26Q: 3 clusters Score -1.666191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 349386 members 
Entering Unmasked Estep 
Score: -16661910.000000 Penalty: 1161.612915
	Iteration 27Q: 3 clusters Score -1.666191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 349375 members 
Entering Unmasked Estep 
Score: -16661932.000000 Penalty: 1161.612915
	Iteration 28Q: 3 clusters Score -1.666193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 349363 members 
Entering Unmasked Estep 
Score: -16661919.000000 Penalty: 1161.612915
	Iteration 29Q: 3 clusters Score -1.666192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349353 members 
Entering Unmasked Estep 
Score: -16661929.000000 Penalty: 1161.612915
	Iteration 30Q: 3 clusters Score -1.666193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 349335 members 
Entering Unmasked Estep 
Score: -16661934.000000 Penalty: 1161.612915
	Iteration 31Q: 3 clusters Score -1.666193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 349311 members 
Entering Unmasked Estep 
Score: -16661942.000000 Penalty: 1161.612915
	Iteration 32Q: 3 clusters Score -1.666194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 349293 members 
Entering Unmasked Estep 
Score: -16661945.000000 Penalty: 1161.612915
	Iteration 33Q: 3 clusters Score -1.666194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 349270 members 
Entering Unmasked Estep 
Score: -16661969.000000 Penalty: 1161.612915
	Iteration 34Q: 3 clusters Score -1.666197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 349254 members 
Entering Unmasked Estep 
Score: -16661975.000000 Penalty: 1161.612915
	Iteration 35Q: 3 clusters Score -1.666198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 349241 members 
Entering Unmasked Estep 
Score: -16661966.000000 Penalty: 1161.612915
	Iteration 36Q: 3 clusters Score -1.666197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 349235 members 
Entering Unmasked Estep 
Score: -16661971.000000 Penalty: 1161.612915
	Iteration 37Q: 3 clusters Score -1.666197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 349234 members 
Entering Unmasked Estep 
Score: -16661968.000000 Penalty: 1161.612915
	Iteration 38Q: 3 clusters Score -1.666197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 349230 members 
Entering Unmasked Estep 
Score: -16661980.000000 Penalty: 1161.612915
	Iteration 39Q: 3 clusters Score -1.666198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 349227 members 
Entering Unmasked Estep 
Score: -16661999.000000 Penalty: 1161.612915
	Iteration 40F: 3 clusters Score -1.6662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 349205 members 
Entering Unmasked Estep 
Score: -16662015.000000 Penalty: 1161.612915
	Iteration 41Q: 3 clusters Score -1.666202e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 349178 members 
Entering Unmasked Estep 
Score: -16662043.000000 Penalty: 1161.612915
	Iteration 42Q: 3 clusters Score -1.666204e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 349145 members 
Entering Unmasked Estep 
Score: -16662060.000000 Penalty: 1161.612915
	Iteration 43Q: 3 clusters Score -1.666206e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 349121 members 
Entering Unmasked Estep 
Score: -16662061.000000 Penalty: 1161.612915
	Iteration 44Q: 3 clusters Score -1.666206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 349105 members 
Entering Unmasked Estep 
Score: -16662090.000000 Penalty: 1161.612915
	Iteration 45Q: 3 clusters Score -1.666209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 349092 members 
Entering Unmasked Estep 
Score: -16662110.000000 Penalty: 1161.612915
	Iteration 46Q: 3 clusters Score -1.666211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 349082 members 
Entering Unmasked Estep 
Score: -16662096.000000 Penalty: 1161.612915
	Iteration 47Q: 3 clusters Score -1.66621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 349071 members 
Entering Unmasked Estep 
Score: -16662108.000000 Penalty: 1161.612915
	Iteration 48Q: 3 clusters Score -1.666211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 349059 members 
Entering Unmasked Estep 
Score: -16662126.000000 Penalty: 1161.612915
	Iteration 49Q: 3 clusters Score -1.666213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 349049 members 
Entering Unmasked Estep 
Score: -16662124.000000 Penalty: 1161.612915
	Iteration 50Q: 3 clusters Score -1.666212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 349043 members 
Entering Unmasked Estep 
Score: -16662148.000000 Penalty: 1161.612915
	Iteration 51Q: 3 clusters Score -1.666215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 349035 members 
Entering Unmasked Estep 
Score: -16662151.000000 Penalty: 1161.612915
	Iteration 52Q: 3 clusters Score -1.666215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 349032 members 
Entering Unmasked Estep 
Score: -16662151.000000 Penalty: 1161.612915
	Iteration 53Q: 3 clusters Score -1.666215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 349027 members 
Entering Unmasked Estep 
Score: -16662141.000000 Penalty: 1161.612915
	Iteration 54Q: 3 clusters Score -1.666214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 349024 members 
Entering Unmasked Estep 
Score: -16662145.000000 Penalty: 1161.612915
	Iteration 55Q: 3 clusters Score -1.666214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 349021 members 
Entering Unmasked Estep 
Score: -16662143.000000 Penalty: 1161.612915
	Iteration 56Q: 3 clusters Score -1.666214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 349020 members 
Entering Unmasked Estep 
Score: -16662139.000000 Penalty: 1161.612915
	Iteration 57Q: 3 clusters Score -1.666214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 349019 members 
Entering Unmasked Estep 
Score: -16662143.000000 Penalty: 1161.612915
	Iteration 58Q: 3 clusters Score -1.666214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 349019 members 
Entering Unmasked Estep 
Score: -16662143.000000 Penalty: 1161.612915
	Iteration 59F: 3 clusters Score -1.666214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 24243 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27917 members 
Mstep: Class 9 contains 5085 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 110074 members 
Mstep: Class 12 contains 661 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 349019 members 
Mstep: Class 16 contains 29040 members 
Mstep: Class 17 contains 46648 members 
Mstep: Class 18 contains 732 members 
Mstep: Class 19 contains 3059 members 
Entering Unmasked Estep 
Score: -28380554.000000 Penalty: 11514.189453
Splitting cluster 18 changes total score from -28377428.000000 to -28380554.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -132757.421875 Penalty: 365.175873
	Iteration 0F: 2 clusters Score -132757.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -130694.921875 Penalty: 730.351746
	Iteration 0F: 3 clusters Score -130694.9 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -131742.171875 Penalty: 730.351746
	Iteration 1F: 3 clusters Score -131742.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -132079.375000 Penalty: 730.351746
	Iteration 2F: 3 clusters Score -132079.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -132353.125000 Penalty: 730.351746
	Iteration 3F: 3 clusters Score -132353.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -132497.515625 Penalty: 730.351746
	Iteration 4F: 3 clusters Score -132497.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -132597.593750 Penalty: 730.351746
	Iteration 5Q: 3 clusters Score -132597.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -132652.750000 Penalty: 730.351746
	Iteration 6Q: 3 clusters Score -132652.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -132669.046875 Penalty: 730.351746
	Iteration 7Q: 3 clusters Score -132669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -132676.828125 Penalty: 730.351746
	Iteration 8Q: 3 clusters Score -132676.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -132682.343750 Penalty: 730.351746
	Iteration 9Q: 3 clusters Score -132682.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -132687.750000 Penalty: 730.351746
	Iteration 10Q: 3 clusters Score -132687.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -132691.062500 Penalty: 730.351746
	Iteration 11Q: 3 clusters Score -132691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -132694.000000 Penalty: 730.351746
	Iteration 12Q: 3 clusters Score -132694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -132695.203125 Penalty: 730.351746
	Iteration 13Q: 3 clusters Score -132695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -132695.906250 Penalty: 730.351746
	Iteration 14Q: 3 clusters Score -132695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -132696.000000 Penalty: 730.351746
	Iteration 15Q: 3 clusters Score -132696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -132695.953125 Penalty: 730.351746
	Iteration 16Q: 3 clusters Score -132696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -132695.906250 Penalty: 730.351746
	Iteration 17Q: 3 clusters Score -132695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -132696.015625 Penalty: 730.351746
	Iteration 18Q: 3 clusters Score -132696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -132696.015625 Penalty: 730.351746
	Iteration 19F: 3 clusters Score -132696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 24243 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27917 members 
Mstep: Class 9 contains 5085 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 110074 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 16 contains 29040 members 
Mstep: Class 17 contains 46648 members 
Mstep: Class 18 contains 732 members 
Mstep: Class 19 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28380772.000000 Penalty: 11514.189453
Iteration 79Q: 20 clusters Score -2.838077e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 24383 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27884 members 
Mstep: Class 9 contains 5079 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 110116 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 348668 members 
Mstep: Class 16 contains 29045 members 
Mstep: Class 17 contains 46690 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381120.000000 Penalty: 11514.189453
Iteration 80F: 20 clusters Score -2.838112e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 780 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 24483 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27775 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 110123 members 
Mstep: Class 12 contains 665 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 348704 members 
Mstep: Class 16 contains 28960 members 
Mstep: Class 17 contains 46645 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 3022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381246.000000 Penalty: 11514.189453
Iteration 81Q: 20 clusters Score -2.838125e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 24616 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 27639 members 
Mstep: Class 9 contains 5075 members 
Mstep: Class 10 contains 607 members 
Mstep: Class 11 contains 110131 members 
Mstep: Class 12 contains 665 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 870 members 
Mstep: Class 15 contains 348713 members 
Mstep: Class 16 contains 28874 members 
Mstep: Class 17 contains 46614 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 2986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381398.000000 Penalty: 11514.189453
Iteration 82Q: 20 clusters Score -2.83814e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 24749 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 27505 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 607 members 
Mstep: Class 11 contains 110144 members 
Mstep: Class 12 contains 665 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 348684 members 
Mstep: Class 16 contains 28811 members 
Mstep: Class 17 contains 46592 members 
Mstep: Class 18 contains 1310 members 
Mstep: Class 19 contains 2962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381610.000000 Penalty: 11514.189453
Iteration 83Q: 20 clusters Score -2.838161e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 24870 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 27402 members 
Mstep: Class 9 contains 5070 members 
Mstep: Class 10 contains 607 members 
Mstep: Class 11 contains 110167 members 
Mstep: Class 12 contains 665 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 348633 members 
Mstep: Class 16 contains 28754 members 
Mstep: Class 17 contains 46572 members 
Mstep: Class 18 contains 1415 members 
Mstep: Class 19 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381664.000000 Penalty: 11514.189453
Iteration 84Q: 20 clusters Score -2.838166e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 24976 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 607 members 
Mstep: Class 11 contains 110176 members 
Mstep: Class 12 contains 665 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 348600 members 
Mstep: Class 16 contains 28684 members 
Mstep: Class 17 contains 46565 members 
Mstep: Class 18 contains 1526 members 
Mstep: Class 19 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381736.000000 Penalty: 11514.189453
Iteration 85Q: 20 clusters Score -2.838174e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 2950 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 25078 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 27196 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 110174 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 348583 members 
Mstep: Class 16 contains 28624 members 
Mstep: Class 17 contains 46573 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 2874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381932.000000 Penalty: 11514.189453
Iteration 86Q: 20 clusters Score -2.838193e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 25191 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 27091 members 
Mstep: Class 9 contains 5048 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 110179 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 348579 members 
Mstep: Class 16 contains 28565 members 
Mstep: Class 17 contains 46583 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381914.000000 Penalty: 11514.189453
Iteration 87Q: 20 clusters Score -2.838191e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 25297 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26989 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 110174 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 348596 members 
Mstep: Class 16 contains 28503 members 
Mstep: Class 17 contains 46588 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382024.000000 Penalty: 11514.189453
Iteration 88Q: 20 clusters Score -2.838202e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 25405 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26903 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 110162 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 348594 members 
Mstep: Class 16 contains 28456 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382084.000000 Penalty: 11514.189453
Iteration 89Q: 20 clusters Score -2.838208e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 2889 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 25516 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26814 members 
Mstep: Class 9 contains 5015 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 110164 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1055 members 
Mstep: Class 15 contains 348591 members 
Mstep: Class 16 contains 28403 members 
Mstep: Class 17 contains 46612 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382092.000000 Penalty: 11514.189453
Iteration 90Q: 20 clusters Score -2.838209e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 25626 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26709 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 110150 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1067 members 
Mstep: Class 15 contains 348606 members 
Mstep: Class 16 contains 28358 members 
Mstep: Class 17 contains 46614 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 19 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382092.000000 Penalty: 11514.189453
Iteration 91Q: 20 clusters Score -2.838209e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 25703 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26612 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 110141 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1080 members 
Mstep: Class 15 contains 348663 members 
Mstep: Class 16 contains 28304 members 
Mstep: Class 17 contains 46610 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382138.000000 Penalty: 11514.189453
Iteration 92Q: 20 clusters Score -2.838214e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 25770 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26528 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 110132 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 348719 members 
Mstep: Class 16 contains 28247 members 
Mstep: Class 17 contains 46611 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 2791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382116.000000 Penalty: 11514.189453
Iteration 93Q: 20 clusters Score -2.838212e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 2830 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 25827 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26448 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 110117 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 348778 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 46614 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382106.000000 Penalty: 11514.189453
Iteration 94Q: 20 clusters Score -2.838211e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 25870 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26389 members 
Mstep: Class 9 contains 4977 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 110106 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 348831 members 
Mstep: Class 16 contains 28142 members 
Mstep: Class 17 contains 46620 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382162.000000 Penalty: 11514.189453
Iteration 95Q: 20 clusters Score -2.838216e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 25913 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26343 members 
Mstep: Class 9 contains 4969 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 110085 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 348872 members 
Mstep: Class 16 contains 28102 members 
Mstep: Class 17 contains 46622 members 
Mstep: Class 18 contains 2155 members 
Mstep: Class 19 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382180.000000 Penalty: 11514.189453
Iteration 96Q: 20 clusters Score -2.838218e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 25953 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26312 members 
Mstep: Class 9 contains 4960 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 110077 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 348892 members 
Mstep: Class 16 contains 28062 members 
Mstep: Class 17 contains 46632 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382122.000000 Penalty: 11514.189453
Iteration 97Q: 20 clusters Score -2.838212e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26002 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26290 members 
Mstep: Class 9 contains 4954 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 110076 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 348901 members 
Mstep: Class 16 contains 28018 members 
Mstep: Class 17 contains 46636 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382148.000000 Penalty: 11514.189453
Iteration 98Q: 20 clusters Score -2.838215e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26063 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26276 members 
Mstep: Class 9 contains 4948 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 11 contains 110072 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 348916 members 
Mstep: Class 16 contains 27967 members 
Mstep: Class 17 contains 46638 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382154.000000 Penalty: 11514.189453
Iteration 99Q: 20 clusters Score -2.838215e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26137 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26262 members 
Mstep: Class 9 contains 4940 members 
Mstep: Class 10 contains 584 members 
Mstep: Class 11 contains 110070 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 348920 members 
Mstep: Class 16 contains 27912 members 
Mstep: Class 17 contains 46639 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382142.000000 Penalty: 11514.189453
Iteration 100F: 20 clusters Score -2.838214e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 2766 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26207 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 26230 members 
Mstep: Class 9 contains 4934 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 110066 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 348915 members 
Mstep: Class 16 contains 27868 members 
Mstep: Class 17 contains 46642 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382154.000000 Penalty: 11514.189453
Iteration 101Q: 20 clusters Score -2.838215e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26269 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26185 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 110063 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 348911 members 
Mstep: Class 16 contains 27834 members 
Mstep: Class 17 contains 46638 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382204.000000 Penalty: 11514.189453
Iteration 102Q: 20 clusters Score -2.83822e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26318 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26143 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 110063 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 348911 members 
Mstep: Class 16 contains 27810 members 
Mstep: Class 17 contains 46629 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382190.000000 Penalty: 11514.189453
Iteration 103Q: 20 clusters Score -2.838219e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26371 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26094 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 110061 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 348904 members 
Mstep: Class 16 contains 27792 members 
Mstep: Class 17 contains 46625 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382196.000000 Penalty: 11514.189453
Iteration 104Q: 20 clusters Score -2.83822e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 744 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26419 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 26042 members 
Mstep: Class 9 contains 4921 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 110061 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 348896 members 
Mstep: Class 16 contains 27775 members 
Mstep: Class 17 contains 46625 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382184.000000 Penalty: 11514.189453
Iteration 105Q: 20 clusters Score -2.838218e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26462 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 25980 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 110056 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 348919 members 
Mstep: Class 16 contains 27755 members 
Mstep: Class 17 contains 46621 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382230.000000 Penalty: 11514.189453
Iteration 106Q: 20 clusters Score -2.838223e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26514 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 25927 members 
Mstep: Class 9 contains 4919 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 110048 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 348937 members 
Mstep: Class 16 contains 27734 members 
Mstep: Class 17 contains 46618 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382260.000000 Penalty: 11514.189453
Iteration 107Q: 20 clusters Score -2.838226e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26569 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 25885 members 
Mstep: Class 9 contains 4919 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 110033 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 348946 members 
Mstep: Class 16 contains 27715 members 
Mstep: Class 17 contains 46612 members 
Mstep: Class 18 contains 2501 members 
Mstep: Class 19 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382276.000000 Penalty: 11514.189453
Iteration 108Q: 20 clusters Score -2.838228e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26615 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 25836 members 
Mstep: Class 9 contains 4919 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 110020 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 348957 members 
Mstep: Class 16 contains 27703 members 
Mstep: Class 17 contains 46606 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382278.000000 Penalty: 11514.189453
Iteration 109Q: 20 clusters Score -2.838228e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26671 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25788 members 
Mstep: Class 9 contains 4918 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 110008 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 348956 members 
Mstep: Class 16 contains 27694 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 2795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382264.000000 Penalty: 11514.189453
Iteration 110Q: 20 clusters Score -2.838226e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26729 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25730 members 
Mstep: Class 9 contains 4916 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 109996 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 348969 members 
Mstep: Class 16 contains 27681 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 2796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382276.000000 Penalty: 11514.189453
Iteration 111Q: 20 clusters Score -2.838228e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 2617 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26788 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25675 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 109990 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1100 members 
Mstep: Class 15 contains 348966 members 
Mstep: Class 16 contains 27671 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 2796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382260.000000 Penalty: 11514.189453
Iteration 112Q: 20 clusters Score -2.838226e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26848 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25637 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 109983 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 348936 members 
Mstep: Class 16 contains 27661 members 
Mstep: Class 17 contains 46598 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 2800 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 20 clusters Score -2.838225e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26909 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25589 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 109980 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 348929 members 
Mstep: Class 16 contains 27643 members 
Mstep: Class 17 contains 46596 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 20 clusters Score -2.838224e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 744 members 
Mstep: Class 3 contains 2576 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 26959 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 109973 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 348915 members 
Mstep: Class 16 contains 27630 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 2750 members 
Mstep: Class 19 contains 2802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382264.000000 Penalty: 11514.189453
Iteration 115Q: 20 clusters Score -2.838226e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 743 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27014 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25489 members 
Mstep: Class 9 contains 4911 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 109969 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 348908 members 
Mstep: Class 16 contains 27613 members 
Mstep: Class 17 contains 46599 members 
Mstep: Class 18 contains 2786 members 
Mstep: Class 19 contains 2806 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 20 clusters Score -2.838228e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27081 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25450 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 11 contains 109965 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 348892 members 
Mstep: Class 16 contains 27598 members 
Mstep: Class 17 contains 46602 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382316.000000 Penalty: 11514.189453
Iteration 117Q: 20 clusters Score -2.838232e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27152 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25416 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 109962 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1107 members 
Mstep: Class 15 contains 348868 members 
Mstep: Class 16 contains 27585 members 
Mstep: Class 17 contains 46604 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382326.000000 Penalty: 11514.189453
Iteration 118Q: 20 clusters Score -2.838233e+07 nChanged 137
Entering ConstructFrom: 
Score: -28382326.000000 Penalty: 11514.189453
Entering ConstructFrom: 
Trying to split cluster 1 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -28486.683594 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -28486.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27877.033203 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -27877.03 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28121.728516 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -28121.73 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -28247.775391 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -28247.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -28334.083984 Penalty: 598.964294
	Iteration 3F: 3 clusters Score -28334.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -28427.326172 Penalty: 598.964294
	Iteration 4F: 3 clusters Score -28427.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28552.544922 Penalty: 598.964294
	Iteration 5F: 3 clusters Score -28552.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28643.408203 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -28643.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -28661.744141 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -28661.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -28673.324219 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -28673.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -28675.675781 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -28675.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -28682.072266 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -28682.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -28687.892578 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -28687.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -28695.611328 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -28695.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -28700.601562 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -28700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -28706.406250 Penalty: 598.964294
	Iteration 14Q: 3 clusters Score -28706.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -28709.460938 Penalty: 598.964294
	Iteration 15Q: 3 clusters Score -28709.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -28711.388672 Penalty: 598.964294
	Iteration 16Q: 3 clusters Score -28711.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -28712.214844 Penalty: 598.964294
	Iteration 17Q: 3 clusters Score -28712.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -28713.427734 Penalty: 598.964294
	Iteration 18Q: 3 clusters Score -28713.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -28715.158203 Penalty: 598.964294
	Iteration 19Q: 3 clusters Score -28715.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -28721.183594 Penalty: 598.964294
	Iteration 20F: 3 clusters Score -28721.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -28776.343750 Penalty: 598.964294
	Iteration 21Q: 3 clusters Score -28776.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -28792.121094 Penalty: 598.964294
	Iteration 22Q: 3 clusters Score -28792.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -28795.177734 Penalty: 598.964294
	Iteration 23Q: 3 clusters Score -28795.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -28800.025391 Penalty: 598.964294
	Iteration 24Q: 3 clusters Score -28800.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -28802.716797 Penalty: 598.964294
	Iteration 25Q: 3 clusters Score -28802.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -28805.105469 Penalty: 598.964294
	Iteration 26Q: 3 clusters Score -28805.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -28805.105469 Penalty: 598.964294
	Iteration 27F: 3 clusters Score -28805.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27200 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25393 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 109965 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1109 members 
Mstep: Class 15 contains 348859 members 
Mstep: Class 16 contains 27566 members 
Mstep: Class 17 contains 46606 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 563 members 
Entering Unmasked Estep 
Score: -28382344.000000 Penalty: 12120.199219
Splitting cluster 1 changes total score from -28382326.000000 to -28382344.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -36609.851562 Penalty: 300.664032
	Iteration 0F: 2 clusters Score -36609.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35951.105469 Penalty: 601.328064
	Iteration 0F: 3 clusters Score -35951.11 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36117.445312 Penalty: 601.328064
	Iteration 1F: 3 clusters Score -36117.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36155.210938 Penalty: 601.328064
	Iteration 2F: 3 clusters Score -36155.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36180.195312 Penalty: 601.328064
	Iteration 3F: 3 clusters Score -36180.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36193.074219 Penalty: 601.328064
	Iteration 4Q: 3 clusters Score -36193.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36206.105469 Penalty: 601.328064
	Iteration 5Q: 3 clusters Score -36206.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36216.085938 Penalty: 601.328064
	Iteration 6Q: 3 clusters Score -36216.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36225.980469 Penalty: 601.328064
	Iteration 7Q: 3 clusters Score -36225.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36238.792969 Penalty: 601.328064
	Iteration 8Q: 3 clusters Score -36238.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36251.949219 Penalty: 601.328064
	Iteration 9Q: 3 clusters Score -36251.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36275.042969 Penalty: 601.328064
	Iteration 10Q: 3 clusters Score -36275.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36299.406250 Penalty: 601.328064
	Iteration 11Q: 3 clusters Score -36299.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36314.394531 Penalty: 601.328064
	Iteration 12Q: 3 clusters Score -36314.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36322.097656 Penalty: 601.328064
	Iteration 13Q: 3 clusters Score -36322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36326.808594 Penalty: 601.328064
	Iteration 14Q: 3 clusters Score -36326.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36327.578125 Penalty: 601.328064
	Iteration 15Q: 3 clusters Score -36327.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36327.914062 Penalty: 601.328064
	Iteration 16Q: 3 clusters Score -36327.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36327.914062 Penalty: 601.328064
	Iteration 17F: 3 clusters Score -36327.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -131174.609375 Penalty: 356.157593
	Iteration 0F: 2 clusters Score -131174.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129404.234375 Penalty: 712.315186
	Iteration 0F: 3 clusters Score -129404.2 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -130047.648438 Penalty: 712.315186
	Iteration 1F: 3 clusters Score -130047.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -130207.570312 Penalty: 712.315186
	Iteration 2F: 3 clusters Score -130207.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -130365.671875 Penalty: 712.315186
	Iteration 3F: 3 clusters Score -130365.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -130532.945312 Penalty: 712.315186
	Iteration 4F: 3 clusters Score -130532.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -130641.906250 Penalty: 712.315186
	Iteration 5F: 3 clusters Score -130641.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -130709.578125 Penalty: 712.315186
	Iteration 6Q: 3 clusters Score -130709.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -130743.328125 Penalty: 712.315186
	Iteration 7Q: 3 clusters Score -130743.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -130760.085938 Penalty: 712.315186
	Iteration 8Q: 3 clusters Score -130760.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -130770.960938 Penalty: 712.315186
	Iteration 9Q: 3 clusters Score -130771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -130783.523438 Penalty: 712.315186
	Iteration 10Q: 3 clusters Score -130783.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -130792.796875 Penalty: 712.315186
	Iteration 11Q: 3 clusters Score -130792.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -130799.234375 Penalty: 712.315186
	Iteration 12Q: 3 clusters Score -130799.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -130804.320312 Penalty: 712.315186
	Iteration 13Q: 3 clusters Score -130804.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -130807.546875 Penalty: 712.315186
	Iteration 14Q: 3 clusters Score -130807.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -130812.164062 Penalty: 712.315186
	Iteration 15Q: 3 clusters Score -130812.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -130817.375000 Penalty: 712.315186
	Iteration 16Q: 3 clusters Score -130817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -130822.687500 Penalty: 712.315186
	Iteration 17Q: 3 clusters Score -130822.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -130828.109375 Penalty: 712.315186
	Iteration 18Q: 3 clusters Score -130828.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -130831.898438 Penalty: 712.315186
	Iteration 19Q: 3 clusters Score -130831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130834.914062 Penalty: 712.315186
	Iteration 20F: 3 clusters Score -130834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -130836.234375 Penalty: 712.315186
	Iteration 21Q: 3 clusters Score -130836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -130836.976562 Penalty: 712.315186
	Iteration 22Q: 3 clusters Score -130837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -130838.484375 Penalty: 712.315186
	Iteration 23Q: 3 clusters Score -130838.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -130839.757812 Penalty: 712.315186
	Iteration 24Q: 3 clusters Score -130839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130839.781250 Penalty: 712.315186
	Iteration 25Q: 3 clusters Score -130839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130839.882812 Penalty: 712.315186
	Iteration 26Q: 3 clusters Score -130839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130839.882812 Penalty: 712.315186
	Iteration 27F: 3 clusters Score -130839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -13910.833008 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -13910.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13512.208984 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -13512.21 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13706.923828 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -13706.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13936.889648 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -13936.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14344.513672 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -14344.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14729.369141 Penalty: 547.248108
	Iteration 4F: 3 clusters Score -14729.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15143.318359 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -15143.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15166.455078 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -15166.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15184.806641 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -15184.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15200.659180 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -15200.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15237.090820 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -15237.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15237.090820 Penalty: 547.248108
	Iteration 10F: 3 clusters Score -15237.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 153 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27200 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25393 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 109965 members 
Mstep: Class 12 contains 666 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1109 members 
Mstep: Class 15 contains 348859 members 
Mstep: Class 16 contains 27566 members 
Mstep: Class 17 contains 46606 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 256 members 
Entering Unmasked Estep 
Score: -28383324.000000 Penalty: 12726.208984
Splitting cluster 4 changes total score from -28382326.000000 to -28383324.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -116750.359375 Penalty: 354.269226
	Iteration 0F: 2 clusters Score -116750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -115067.828125 Penalty: 708.538452
	Iteration 0F: 3 clusters Score -115067.8 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -115636.179688 Penalty: 708.538452
	Iteration 1F: 3 clusters Score -115636.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -115718.335938 Penalty: 708.538452
	Iteration 2F: 3 clusters Score -115718.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -115777.726562 Penalty: 708.538452
	Iteration 3Q: 3 clusters Score -115777.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -115858.976562 Penalty: 708.538452
	Iteration 4F: 3 clusters Score -115859 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -115944.312500 Penalty: 708.538452
	Iteration 5F: 3 clusters Score -115944.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -116029.226562 Penalty: 708.538452
	Iteration 6F: 3 clusters Score -116029.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -116118.093750 Penalty: 708.538452
	Iteration 7F: 3 clusters Score -116118.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116211.812500 Penalty: 708.538452
	Iteration 8F: 3 clusters Score -116211.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116319.523438 Penalty: 708.538452
	Iteration 9F: 3 clusters Score -116319.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -116400.781250 Penalty: 708.538452
	Iteration 10Q: 3 clusters Score -116400.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -116462.140625 Penalty: 708.538452
	Iteration 11Q: 3 clusters Score -116462.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -116500.953125 Penalty: 708.538452
	Iteration 12Q: 3 clusters Score -116501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -116531.320312 Penalty: 708.538452
	Iteration 13Q: 3 clusters Score -116531.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -116548.023438 Penalty: 708.538452
	Iteration 14Q: 3 clusters Score -116548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -116562.210938 Penalty: 708.538452
	Iteration 15Q: 3 clusters Score -116562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -116566.929688 Penalty: 708.538452
	Iteration 16Q: 3 clusters Score -116566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -116569.273438 Penalty: 708.538452
	Iteration 17Q: 3 clusters Score -116569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -116569.859375 Penalty: 708.538452
	Iteration 18Q: 3 clusters Score -116569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -116569.859375 Penalty: 708.538452
	Iteration 19F: 3 clusters Score -116569.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Entering Unmasked Estep 
Score: -1388777.625000 Penalty: 464.599213
	Iteration 0F: 2 clusters Score -1388778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1370692.500000 Penalty: 929.198425
	Iteration 0F: 3 clusters Score -1370692 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1378820.750000 Penalty: 929.198425
	Iteration 1F: 3 clusters Score -1378821 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1380012.625000 Penalty: 929.198425
	Iteration 2F: 3 clusters Score -1380013 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1381920.125000 Penalty: 929.198425
	Iteration 3F: 3 clusters Score -1381920 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1384342.125000 Penalty: 929.198425
	Iteration 4F: 3 clusters Score -1384342 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -1386348.000000 Penalty: 929.198425
	Iteration 5F: 3 clusters Score -1386348 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -1387084.500000 Penalty: 929.198425
	Iteration 6Q: 3 clusters Score -1387084 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1387255.125000 Penalty: 929.198425
	Iteration 7Q: 3 clusters Score -1387255 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -1387320.875000 Penalty: 929.198425
	Iteration 8Q: 3 clusters Score -1387321 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -1387387.750000 Penalty: 929.198425
	Iteration 9Q: 3 clusters Score -1387388 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -1387430.500000 Penalty: 929.198425
	Iteration 10Q: 3 clusters Score -1387430 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -1387470.750000 Penalty: 929.198425
	Iteration 11Q: 3 clusters Score -1387471 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -1387519.250000 Penalty: 929.198425
	Iteration 12Q: 3 clusters Score -1387519 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -1387563.875000 Penalty: 929.198425
	Iteration 13Q: 3 clusters Score -1387564 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -1387614.375000 Penalty: 929.198425
	Iteration 14Q: 3 clusters Score -1387614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -1387661.375000 Penalty: 929.198425
	Iteration 15Q: 3 clusters Score -1387661 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -1387706.125000 Penalty: 929.198425
	Iteration 16Q: 3 clusters Score -1387706 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1387750.375000 Penalty: 929.198425
	Iteration 17Q: 3 clusters Score -1387750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -1387799.875000 Penalty: 929.198425
	Iteration 18Q: 3 clusters Score -1387800 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -1387840.625000 Penalty: 929.198425
	Iteration 19Q: 3 clusters Score -1387841 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -1387887.250000 Penalty: 929.198425
	Iteration 20F: 3 clusters Score -1387887 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -1387942.625000 Penalty: 929.198425
	Iteration 21Q: 3 clusters Score -1387943 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -1387980.500000 Penalty: 929.198425
	Iteration 22Q: 3 clusters Score -1387980 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -1388021.000000 Penalty: 929.198425
	Iteration 23Q: 3 clusters Score -1388021 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -1388056.250000 Penalty: 929.198425
	Iteration 24Q: 3 clusters Score -1388056 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -1388085.875000 Penalty: 929.198425
	Iteration 25Q: 3 clusters Score -1388086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -1388123.250000 Penalty: 929.198425
	Iteration 26Q: 3 clusters Score -1388123 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -1388160.625000 Penalty: 929.198425
	Iteration 27Q: 3 clusters Score -1388161 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -1388189.000000 Penalty: 929.198425
	Iteration 28Q: 3 clusters Score -1388189 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -1388217.875000 Penalty: 929.198425
	Iteration 29Q: 3 clusters Score -1388218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -1388246.375000 Penalty: 929.198425
	Iteration 30Q: 3 clusters Score -1388246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -1388264.250000 Penalty: 929.198425
	Iteration 31Q: 3 clusters Score -1388264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -1388279.250000 Penalty: 929.198425
	Iteration 32Q: 3 clusters Score -1388279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -1388299.500000 Penalty: 929.198425
	Iteration 33Q: 3 clusters Score -1388300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -1388315.625000 Penalty: 929.198425
	Iteration 34Q: 3 clusters Score -1388316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -1388329.500000 Penalty: 929.198425
	Iteration 35Q: 3 clusters Score -1388330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -1388337.750000 Penalty: 929.198425
	Iteration 36Q: 3 clusters Score -1388338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -1388341.250000 Penalty: 929.198425
	Iteration 37Q: 3 clusters Score -1388341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -1388345.875000 Penalty: 929.198425
	Iteration 38Q: 3 clusters Score -1388346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -1388354.875000 Penalty: 929.198425
	Iteration 39Q: 3 clusters Score -1388355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -1388368.500000 Penalty: 929.198425
	Iteration 40F: 3 clusters Score -1388368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -1388379.250000 Penalty: 929.198425
	Iteration 41Q: 3 clusters Score -1388379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -1388389.000000 Penalty: 929.198425
	Iteration 42Q: 3 clusters Score -1388389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -1388390.250000 Penalty: 929.198425
	Iteration 43Q: 3 clusters Score -1388390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -1388390.000000 Penalty: 929.198425
	Iteration 44Q: 3 clusters Score -1388390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -1388395.125000 Penalty: 929.198425
	Iteration 45Q: 3 clusters Score -1388395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -1388399.250000 Penalty: 929.198425
	Iteration 46Q: 3 clusters Score -1388399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -1388404.000000 Penalty: 929.198425
	Iteration 47Q: 3 clusters Score -1388404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -1388409.125000 Penalty: 929.198425
	Iteration 48Q: 3 clusters Score -1388409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -1388406.500000 Penalty: 929.198425
	Iteration 49Q: 3 clusters Score -1388406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -1388408.875000 Penalty: 929.198425
	Iteration 50Q: 3 clusters Score -1388409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -1388409.625000 Penalty: 929.198425
	Iteration 51Q: 3 clusters Score -1388410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -1388409.500000 Penalty: 929.198425
	Iteration 52Q: 3 clusters Score -1388410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -1388410.125000 Penalty: 929.198425
	Iteration 53Q: 3 clusters Score -1388410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -1388412.250000 Penalty: 929.198425
	Iteration 54Q: 3 clusters Score -1388412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -1388412.125000 Penalty: 929.198425
	Iteration 55Q: 3 clusters Score -1388412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -1388414.000000 Penalty: 929.198425
	Iteration 56Q: 3 clusters Score -1388414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -1388413.250000 Penalty: 929.198425
	Iteration 57Q: 3 clusters Score -1388413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -1388413.375000 Penalty: 929.198425
	Iteration 58Q: 3 clusters Score -1388413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -1388413.375000 Penalty: 929.198425
	Iteration 59F: 3 clusters Score -1388413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -101214.203125 Penalty: 347.296295
	Iteration 0F: 2 clusters Score -101214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -99747.921875 Penalty: 694.592590
	Iteration 0F: 3 clusters Score -99747.92 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -100192.046875 Penalty: 694.592590
	Iteration 1F: 3 clusters Score -100192 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -100251.804688 Penalty: 694.592590
	Iteration 2F: 3 clusters Score -100251.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -100287.414062 Penalty: 694.592590
	Iteration 3F: 3 clusters Score -100287.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -100328.046875 Penalty: 694.592590
	Iteration 4Q: 3 clusters Score -100328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -100375.554688 Penalty: 694.592590
	Iteration 5Q: 3 clusters Score -100375.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -100425.968750 Penalty: 694.592590
	Iteration 6Q: 3 clusters Score -100426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -100490.703125 Penalty: 694.592590
	Iteration 7Q: 3 clusters Score -100490.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -100585.929688 Penalty: 694.592590
	Iteration 8F: 3 clusters Score -100585.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -100701.648438 Penalty: 694.592590
	Iteration 9F: 3 clusters Score -100701.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -100801.945312 Penalty: 694.592590
	Iteration 10F: 3 clusters Score -100801.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -100871.250000 Penalty: 694.592590
	Iteration 11Q: 3 clusters Score -100871.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -100915.304688 Penalty: 694.592590
	Iteration 12Q: 3 clusters Score -100915.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -100936.695312 Penalty: 694.592590
	Iteration 13Q: 3 clusters Score -100936.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -100948.578125 Penalty: 694.592590
	Iteration 14Q: 3 clusters Score -100948.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -100957.265625 Penalty: 694.592590
	Iteration 15Q: 3 clusters Score -100957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -100960.804688 Penalty: 694.592590
	Iteration 16Q: 3 clusters Score -100960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -100962.578125 Penalty: 694.592590
	Iteration 17Q: 3 clusters Score -100962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -100963.953125 Penalty: 694.592590
	Iteration 18Q: 3 clusters Score -100964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -100963.953125 Penalty: 694.592590
	Iteration 19F: 3 clusters Score -100964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Entering Unmasked Estep 
Score: -1289225.875000 Penalty: 461.471436
	Iteration 0F: 2 clusters Score -1289226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1272387.500000 Penalty: 922.942871
	Iteration 0F: 3 clusters Score -1272388 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1279407.875000 Penalty: 922.942871
	Iteration 1F: 3 clusters Score -1279408 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1280181.875000 Penalty: 922.942871
	Iteration 2F: 3 clusters Score -1280182 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1281539.750000 Penalty: 922.942871
	Iteration 3F: 3 clusters Score -1281540 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1283531.750000 Penalty: 922.942871
	Iteration 4F: 3 clusters Score -1283532 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1285405.250000 Penalty: 922.942871
	Iteration 5F: 3 clusters Score -1285405 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1286442.000000 Penalty: 922.942871
	Iteration 6F: 3 clusters Score -1286442 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1286736.875000 Penalty: 922.942871
	Iteration 7Q: 3 clusters Score -1286737 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1286851.000000 Penalty: 922.942871
	Iteration 8Q: 3 clusters Score -1286851 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1286929.000000 Penalty: 922.942871
	Iteration 9Q: 3 clusters Score -1286929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1287004.375000 Penalty: 922.942871
	Iteration 10Q: 3 clusters Score -1287004 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1287086.000000 Penalty: 922.942871
	Iteration 11Q: 3 clusters Score -1287086 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1287166.500000 Penalty: 922.942871
	Iteration 12Q: 3 clusters Score -1287166 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1287262.000000 Penalty: 922.942871
	Iteration 13Q: 3 clusters Score -1287262 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1287347.750000 Penalty: 922.942871
	Iteration 14Q: 3 clusters Score -1287348 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1287426.125000 Penalty: 922.942871
	Iteration 15Q: 3 clusters Score -1287426 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -1287500.750000 Penalty: 922.942871
	Iteration 16Q: 3 clusters Score -1287501 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1287557.500000 Penalty: 922.942871
	Iteration 17Q: 3 clusters Score -1287558 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1287630.875000 Penalty: 922.942871
	Iteration 18Q: 3 clusters Score -1287631 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1287703.500000 Penalty: 922.942871
	Iteration 19Q: 3 clusters Score -1287704 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -1287781.250000 Penalty: 922.942871
	Iteration 20F: 3 clusters Score -1287781 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1287866.750000 Penalty: 922.942871
	Iteration 21Q: 3 clusters Score -1287867 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -1287943.750000 Penalty: 922.942871
	Iteration 22Q: 3 clusters Score -1287944 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -1288016.875000 Penalty: 922.942871
	Iteration 23Q: 3 clusters Score -1288017 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1288079.625000 Penalty: 922.942871
	Iteration 24Q: 3 clusters Score -1288080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -1288139.250000 Penalty: 922.942871
	Iteration 25Q: 3 clusters Score -1288139 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -1288196.625000 Penalty: 922.942871
	Iteration 26Q: 3 clusters Score -1288197 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -1288246.625000 Penalty: 922.942871
	Iteration 27Q: 3 clusters Score -1288247 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1288285.375000 Penalty: 922.942871
	Iteration 28Q: 3 clusters Score -1288285 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -1288331.500000 Penalty: 922.942871
	Iteration 29Q: 3 clusters Score -1288332 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -1288372.875000 Penalty: 922.942871
	Iteration 30Q: 3 clusters Score -1288373 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1288405.000000 Penalty: 922.942871
	Iteration 31Q: 3 clusters Score -1288405 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -1288436.875000 Penalty: 922.942871
	Iteration 32Q: 3 clusters Score -1288437 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -1288471.000000 Penalty: 922.942871
	Iteration 33Q: 3 clusters Score -1288471 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -1288503.625000 Penalty: 922.942871
	Iteration 34Q: 3 clusters Score -1288504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -1288546.250000 Penalty: 922.942871
	Iteration 35Q: 3 clusters Score -1288546 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -1288582.375000 Penalty: 922.942871
	Iteration 36Q: 3 clusters Score -1288582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -1288607.375000 Penalty: 922.942871
	Iteration 37Q: 3 clusters Score -1288607 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -1288637.125000 Penalty: 922.942871
	Iteration 38Q: 3 clusters Score -1288637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -1288675.375000 Penalty: 922.942871
	Iteration 39Q: 3 clusters Score -1288675 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -1288709.250000 Penalty: 922.942871
	Iteration 40F: 3 clusters Score -1288709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -1288730.875000 Penalty: 922.942871
	Iteration 41Q: 3 clusters Score -1288731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -1288748.250000 Penalty: 922.942871
	Iteration 42Q: 3 clusters Score -1288748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -1288761.125000 Penalty: 922.942871
	Iteration 43Q: 3 clusters Score -1288761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -1288772.000000 Penalty: 922.942871
	Iteration 44Q: 3 clusters Score -1288772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -1288780.875000 Penalty: 922.942871
	Iteration 45Q: 3 clusters Score -1288781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -1288790.500000 Penalty: 922.942871
	Iteration 46Q: 3 clusters Score -1288790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -1288804.125000 Penalty: 922.942871
	Iteration 47Q: 3 clusters Score -1288804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -1288818.625000 Penalty: 922.942871
	Iteration 48Q: 3 clusters Score -1288819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -1288827.250000 Penalty: 922.942871
	Iteration 49Q: 3 clusters Score -1288827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -1288841.125000 Penalty: 922.942871
	Iteration 50Q: 3 clusters Score -1288841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -1288852.625000 Penalty: 922.942871
	Iteration 51Q: 3 clusters Score -1288853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -1288855.625000 Penalty: 922.942871
	Iteration 52Q: 3 clusters Score -1288856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -1288859.250000 Penalty: 922.942871
	Iteration 53Q: 3 clusters Score -1288859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -1288863.500000 Penalty: 922.942871
	Iteration 54Q: 3 clusters Score -1288864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -1288868.875000 Penalty: 922.942871
	Iteration 55Q: 3 clusters Score -1288869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -1288876.500000 Penalty: 922.942871
	Iteration 56Q: 3 clusters Score -1288876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -1288885.250000 Penalty: 922.942871
	Iteration 57Q: 3 clusters Score -1288885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -1288890.125000 Penalty: 922.942871
	Iteration 58Q: 3 clusters Score -1288890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -1288898.250000 Penalty: 922.942871
	Iteration 59Q: 3 clusters Score -1288898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -1288901.875000 Penalty: 922.942871
	Iteration 60F: 3 clusters Score -1288902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -1288904.125000 Penalty: 922.942871
	Iteration 61Q: 3 clusters Score -1288904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -1288903.125000 Penalty: 922.942871
	Iteration 62Q: 3 clusters Score -1288903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -1288907.375000 Penalty: 922.942871
	Iteration 63Q: 3 clusters Score -1288907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -1288906.000000 Penalty: 922.942871
	Iteration 64Q: 3 clusters Score -1288906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -1288909.875000 Penalty: 922.942871
	Iteration 65Q: 3 clusters Score -1288910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -1288915.500000 Penalty: 922.942871
	Iteration 66Q: 3 clusters Score -1288916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -1288915.500000 Penalty: 922.942871
	Iteration 67Q: 3 clusters Score -1288916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -1288919.500000 Penalty: 922.942871
	Iteration 68Q: 3 clusters Score -1288920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -1288919.250000 Penalty: 922.942871
	Iteration 69Q: 3 clusters Score -1288919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -1288917.500000 Penalty: 922.942871
	Iteration 70Q: 3 clusters Score -1288918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -1288915.750000 Penalty: 922.942871
	Iteration 71Q: 3 clusters Score -1288916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -1288916.125000 Penalty: 922.942871
	Iteration 72Q: 3 clusters Score -1288916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -1288918.500000 Penalty: 922.942871
	Iteration 73Q: 3 clusters Score -1288918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -1288918.375000 Penalty: 922.942871
	Iteration 74Q: 3 clusters Score -1288918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -1288917.375000 Penalty: 922.942871
	Iteration 75Q: 3 clusters Score -1288917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -1288919.375000 Penalty: 922.942871
	Iteration 76Q: 3 clusters Score -1288919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -1288919.000000 Penalty: 922.942871
	Iteration 77Q: 3 clusters Score -1288919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -1288921.500000 Penalty: 922.942871
	Iteration 78Q: 3 clusters Score -1288922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -1288922.875000 Penalty: 922.942871
	Iteration 79Q: 3 clusters Score -1288923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -1288921.625000 Penalty: 922.942871
	Iteration 80F: 3 clusters Score -1288922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -1288922.250000 Penalty: 922.942871
	Iteration 81Q: 3 clusters Score -1288922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -1288920.750000 Penalty: 922.942871
	Iteration 82Q: 3 clusters Score -1288921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -1288920.750000 Penalty: 922.942871
	Iteration 83F: 3 clusters Score -1288921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -218574.484375 Penalty: 386.696533
	Iteration 0F: 2 clusters Score -218574.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -215255.703125 Penalty: 773.393066
	Iteration 0F: 3 clusters Score -215255.7 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -216475.234375 Penalty: 773.393066
	Iteration 1F: 3 clusters Score -216475.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -216579.484375 Penalty: 773.393066
	Iteration 2F: 3 clusters Score -216579.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -216695.671875 Penalty: 773.393066
	Iteration 3Q: 3 clusters Score -216695.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -216842.515625 Penalty: 773.393066
	Iteration 4F: 3 clusters Score -216842.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -217017.578125 Penalty: 773.393066
	Iteration 5F: 3 clusters Score -217017.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -217183.546875 Penalty: 773.393066
	Iteration 6F: 3 clusters Score -217183.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -217267.312500 Penalty: 773.393066
	Iteration 7Q: 3 clusters Score -217267.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -217313.593750 Penalty: 773.393066
	Iteration 8Q: 3 clusters Score -217313.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -217338.250000 Penalty: 773.393066
	Iteration 9Q: 3 clusters Score -217338.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -217353.109375 Penalty: 773.393066
	Iteration 10Q: 3 clusters Score -217353.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -217360.671875 Penalty: 773.393066
	Iteration 11Q: 3 clusters Score -217360.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -217368.484375 Penalty: 773.393066
	Iteration 12Q: 3 clusters Score -217368.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -217374.859375 Penalty: 773.393066
	Iteration 13Q: 3 clusters Score -217374.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -217381.406250 Penalty: 773.393066
	Iteration 14Q: 3 clusters Score -217381.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -217386.703125 Penalty: 773.393066
	Iteration 15Q: 3 clusters Score -217386.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -217394.437500 Penalty: 773.393066
	Iteration 16Q: 3 clusters Score -217394.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -217401.546875 Penalty: 773.393066
	Iteration 17Q: 3 clusters Score -217401.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -217407.093750 Penalty: 773.393066
	Iteration 18Q: 3 clusters Score -217407.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -217410.609375 Penalty: 773.393066
	Iteration 19Q: 3 clusters Score -217410.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -217413.500000 Penalty: 773.393066
	Iteration 20F: 3 clusters Score -217413.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -217416.062500 Penalty: 773.393066
	Iteration 21Q: 3 clusters Score -217416.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -217418.859375 Penalty: 773.393066
	Iteration 22Q: 3 clusters Score -217418.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -217422.640625 Penalty: 773.393066
	Iteration 23Q: 3 clusters Score -217422.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -217427.421875 Penalty: 773.393066
	Iteration 24Q: 3 clusters Score -217427.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -217431.984375 Penalty: 773.393066
	Iteration 25Q: 3 clusters Score -217432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -217437.046875 Penalty: 773.393066
	Iteration 26Q: 3 clusters Score -217437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -217441.500000 Penalty: 773.393066
	Iteration 27Q: 3 clusters Score -217441.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -217447.859375 Penalty: 773.393066
	Iteration 28Q: 3 clusters Score -217447.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -217455.359375 Penalty: 773.393066
	Iteration 29Q: 3 clusters Score -217455.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -217469.187500 Penalty: 773.393066
	Iteration 30Q: 3 clusters Score -217469.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -217484.250000 Penalty: 773.393066
	Iteration 31Q: 3 clusters Score -217484.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -217496.890625 Penalty: 773.393066
	Iteration 32Q: 3 clusters Score -217496.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -217508.375000 Penalty: 773.393066
	Iteration 33Q: 3 clusters Score -217508.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -217518.406250 Penalty: 773.393066
	Iteration 34Q: 3 clusters Score -217518.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -217527.531250 Penalty: 773.393066
	Iteration 35Q: 3 clusters Score -217527.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -217536.421875 Penalty: 773.393066
	Iteration 36Q: 3 clusters Score -217536.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -217546.078125 Penalty: 773.393066
	Iteration 37Q: 3 clusters Score -217546.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -217557.125000 Penalty: 773.393066
	Iteration 38Q: 3 clusters Score -217557.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -217568.796875 Penalty: 773.393066
	Iteration 39Q: 3 clusters Score -217568.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -217582.312500 Penalty: 773.393066
	Iteration 40F: 3 clusters Score -217582.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -217595.125000 Penalty: 773.393066
	Iteration 41Q: 3 clusters Score -217595.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -217605.734375 Penalty: 773.393066
	Iteration 42Q: 3 clusters Score -217605.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -217631.531250 Penalty: 773.393066
	Iteration 43Q: 3 clusters Score -217631.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217664.203125 Penalty: 773.393066
	Iteration 44Q: 3 clusters Score -217664.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217697.093750 Penalty: 773.393066
	Iteration 45Q: 3 clusters Score -217697.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -217740.171875 Penalty: 773.393066
	Iteration 46Q: 3 clusters Score -217740.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -217774.125000 Penalty: 773.393066
	Iteration 47Q: 3 clusters Score -217774.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -217803.531250 Penalty: 773.393066
	Iteration 48Q: 3 clusters Score -217803.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -217832.515625 Penalty: 773.393066
	Iteration 49Q: 3 clusters Score -217832.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -217872.953125 Penalty: 773.393066
	Iteration 50Q: 3 clusters Score -217873 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -217920.890625 Penalty: 773.393066
	Iteration 51Q: 3 clusters Score -217920.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -217976.421875 Penalty: 773.393066
	Iteration 52Q: 3 clusters Score -217976.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -218020.437500 Penalty: 773.393066
	Iteration 53Q: 3 clusters Score -218020.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -218052.062500 Penalty: 773.393066
	Iteration 54Q: 3 clusters Score -218052.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -218077.796875 Penalty: 773.393066
	Iteration 55Q: 3 clusters Score -218077.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -218099.078125 Penalty: 773.393066
	Iteration 56Q: 3 clusters Score -218099.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -218122.906250 Penalty: 773.393066
	Iteration 57Q: 3 clusters Score -218122.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -218147.703125 Penalty: 773.393066
	Iteration 58Q: 3 clusters Score -218147.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -218168.703125 Penalty: 773.393066
	Iteration 59Q: 3 clusters Score -218168.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -218184.750000 Penalty: 773.393066
	Iteration 60F: 3 clusters Score -218184.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -218199.265625 Penalty: 773.393066
	Iteration 61Q: 3 clusters Score -218199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -218207.921875 Penalty: 773.393066
	Iteration 62Q: 3 clusters Score -218207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -218213.703125 Penalty: 773.393066
	Iteration 63Q: 3 clusters Score -218213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -218219.968750 Penalty: 773.393066
	Iteration 64Q: 3 clusters Score -218220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -218223.375000 Penalty: 773.393066
	Iteration 65Q: 3 clusters Score -218223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -218227.125000 Penalty: 773.393066
	Iteration 66Q: 3 clusters Score -218227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -218229.296875 Penalty: 773.393066
	Iteration 67Q: 3 clusters Score -218229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -218230.015625 Penalty: 773.393066
	Iteration 68Q: 3 clusters Score -218230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -218231.453125 Penalty: 773.393066
	Iteration 69Q: 3 clusters Score -218231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -218233.015625 Penalty: 773.393066
	Iteration 70Q: 3 clusters Score -218233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -218233.312500 Penalty: 773.393066
	Iteration 71Q: 3 clusters Score -218233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -218233.796875 Penalty: 773.393066
	Iteration 72Q: 3 clusters Score -218233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -218233.796875 Penalty: 773.393066
	Iteration 73F: 3 clusters Score -218233.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -26659.005859 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -26659.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26123.357422 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -26123.36 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26259.345703 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -26259.35 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26303.529297 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -26303.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26317.675781 Penalty: 578.247681
	Iteration 3Q: 3 clusters Score -26317.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26328.191406 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -26328.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26334.429688 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -26334.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26336.585938 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -26336.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26338.089844 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -26338.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26341.716797 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -26341.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26345.107422 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -26345.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26346.578125 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -26346.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26348.380859 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -26348.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26348.570312 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -26348.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26349.261719 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -26349.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26350.039062 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -26350.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26350.439453 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -26350.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26350.728516 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -26350.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26351.082031 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -26351.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26352.326172 Penalty: 578.247681
	Iteration 18Q: 3 clusters Score -26352.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26353.275391 Penalty: 578.247681
	Iteration 19Q: 3 clusters Score -26353.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26353.767578 Penalty: 578.247681
	Iteration 20F: 3 clusters Score -26353.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Entering Unmasked Estep 
Score: -5380995.500000 Penalty: 528.160278
	Iteration 0F: 2 clusters Score -5380996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -5306534.000000 Penalty: 1056.320557
	Iteration 0F: 3 clusters Score -5306534 nChanged 53876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -5339239.500000 Penalty: 1056.320557
	Iteration 1F: 3 clusters Score -5339240 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -5340588.000000 Penalty: 1056.320557
	Iteration 2Q: 3 clusters Score -5340588 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5342285.000000 Penalty: 1056.320557
	Iteration 3Q: 3 clusters Score -5342285 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -5344458.000000 Penalty: 1056.320557
	Iteration 4F: 3 clusters Score -5344458 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5347381.500000 Penalty: 1056.320557
	Iteration 5F: 3 clusters Score -5347382 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5351813.500000 Penalty: 1056.320557
	Iteration 6F: 3 clusters Score -5351814 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -5358215.000000 Penalty: 1056.320557
	Iteration 7F: 3 clusters Score -5358215 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -5366085.000000 Penalty: 1056.320557
	Iteration 8F: 3 clusters Score -5366085 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -5373113.500000 Penalty: 1056.320557
	Iteration 9F: 3 clusters Score -5373114 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5377524.500000 Penalty: 1056.320557
	Iteration 10Q: 3 clusters Score -5377524 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5379512.000000 Penalty: 1056.320557
	Iteration 11Q: 3 clusters Score -5379512 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5380205.000000 Penalty: 1056.320557
	Iteration 12Q: 3 clusters Score -5380205 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5380389.000000 Penalty: 1056.320557
	Iteration 13Q: 3 clusters Score -5380389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5380445.500000 Penalty: 1056.320557
	Iteration 14Q: 3 clusters Score -5380446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5380466.500000 Penalty: 1056.320557
	Iteration 15Q: 3 clusters Score -5380466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5380479.000000 Penalty: 1056.320557
	Iteration 16Q: 3 clusters Score -5380479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109901 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5380492.500000 Penalty: 1056.320557
	Iteration 17Q: 3 clusters Score -5380492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5380490.000000 Penalty: 1056.320557
	Iteration 18Q: 3 clusters Score -5380490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5380490.500000 Penalty: 1056.320557
	Iteration 19Q: 3 clusters Score -5380490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109904 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5380496.500000 Penalty: 1056.320557
	Iteration 20F: 3 clusters Score -5380496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5380493.000000 Penalty: 1056.320557
	Iteration 21Q: 3 clusters Score -5380493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5380492.000000 Penalty: 1056.320557
	Iteration 22Q: 3 clusters Score -5380492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5380494.500000 Penalty: 1056.320557
	Iteration 23Q: 3 clusters Score -5380494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5380495.500000 Penalty: 1056.320557
	Iteration 24Q: 3 clusters Score -5380496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5380498.500000 Penalty: 1056.320557
	Iteration 25Q: 3 clusters Score -5380498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5380504.000000 Penalty: 1056.320557
	Iteration 26Q: 3 clusters Score -5380504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5380501.500000 Penalty: 1056.320557
	Iteration 27Q: 3 clusters Score -5380502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109912 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5380505.000000 Penalty: 1056.320557
	Iteration 28Q: 3 clusters Score -5380505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109912 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5380505.000000 Penalty: 1056.320557
	Iteration 29F: 3 clusters Score -5380505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -25831.345703 Penalty: 295.808685
	Iteration 0F: 2 clusters Score -25831.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25295.291016 Penalty: 591.617371
	Iteration 0F: 3 clusters Score -25295.29 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25730.078125 Penalty: 591.617371
	Iteration 1F: 3 clusters Score -25730.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26113.527344 Penalty: 591.617371
	Iteration 2F: 3 clusters Score -26113.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -26302.429688 Penalty: 591.617371
	Iteration 3F: 3 clusters Score -26302.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -26552.015625 Penalty: 591.617371
	Iteration 4Q: 3 clusters Score -26552.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -26731.382812 Penalty: 591.617371
	Iteration 5Q: 3 clusters Score -26731.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26829.718750 Penalty: 591.617371
	Iteration 6Q: 3 clusters Score -26829.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -26998.806641 Penalty: 591.617371
	Iteration 7Q: 3 clusters Score -26998.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27099.863281 Penalty: 591.617371
	Iteration 8Q: 3 clusters Score -27099.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27099.863281 Penalty: 591.617371
	Iteration 9F: 3 clusters Score -27099.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 153 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27200 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25393 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 109965 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 1109 members 
Mstep: Class 15 contains 348859 members 
Mstep: Class 16 contains 27566 members 
Mstep: Class 17 contains 46606 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 325 members 
Entering Unmasked Estep 
Score: -28384280.000000 Penalty: 13332.218750
Splitting cluster 12 changes total score from -28382326.000000 to -28384280.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -45730.234375 Penalty: 322.938477
	Iteration 0F: 2 clusters Score -45730.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44800.046875 Penalty: 645.876953
	Iteration 0F: 3 clusters Score -44800.05 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -45734.675781 Penalty: 645.876953
	Iteration 1F: 3 clusters Score -45734.68 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -46998.390625 Penalty: 645.876953
	Iteration 2F: 3 clusters Score -46998.39 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -48092.945312 Penalty: 645.876953
	Iteration 3F: 3 clusters Score -48092.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -48283.039062 Penalty: 645.876953
	Iteration 4Q: 3 clusters Score -48283.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -48283.039062 Penalty: 645.876953
	Iteration 5F: 3 clusters Score -48283.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 153 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27200 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25393 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 109965 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1109 members 
Mstep: Class 15 contains 348859 members 
Mstep: Class 16 contains 27566 members 
Mstep: Class 17 contains 46606 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 325 members 
Mstep: Class 23 contains 839 members 
Entering Unmasked Estep 
Score: -28386528.000000 Penalty: 13938.228516
Splitting cluster 13 changes total score from -28382326.000000 to -28386528.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -46396.371094 Penalty: 319.010223
	Iteration 0F: 2 clusters Score -46396.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -45510.085938 Penalty: 638.020447
	Iteration 0F: 3 clusters Score -45510.09 nChanged 447
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: -45779.500000 Penalty: 638.020447
	Iteration 1F: 3 clusters Score -45779.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -45902.070312 Penalty: 638.020447
	Iteration 2F: 3 clusters Score -45902.07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46010.847656 Penalty: 638.020447
	Iteration 3F: 3 clusters Score -46010.85 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46081.148438 Penalty: 638.020447
	Iteration 4F: 3 clusters Score -46081.15 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46134.476562 Penalty: 638.020447
	Iteration 5Q: 3 clusters Score -46134.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46209.957031 Penalty: 638.020447
	Iteration 6Q: 3 clusters Score -46209.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46264.351562 Penalty: 638.020447
	Iteration 7Q: 3 clusters Score -46264.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46326.535156 Penalty: 638.020447
	Iteration 8Q: 3 clusters Score -46326.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46354.101562 Penalty: 638.020447
	Iteration 9Q: 3 clusters Score -46354.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46369.195312 Penalty: 638.020447
	Iteration 10Q: 3 clusters Score -46369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46382.351562 Penalty: 638.020447
	Iteration 11Q: 3 clusters Score -46382.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46391.562500 Penalty: 638.020447
	Iteration 12Q: 3 clusters Score -46391.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46404.730469 Penalty: 638.020447
	Iteration 13Q: 3 clusters Score -46404.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46418.691406 Penalty: 638.020447
	Iteration 14Q: 3 clusters Score -46418.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46438.765625 Penalty: 638.020447
	Iteration 15Q: 3 clusters Score -46438.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46470.234375 Penalty: 638.020447
	Iteration 16Q: 3 clusters Score -46470.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46486.785156 Penalty: 638.020447
	Iteration 17Q: 3 clusters Score -46486.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46511.843750 Penalty: 638.020447
	Iteration 18Q: 3 clusters Score -46511.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46549.218750 Penalty: 638.020447
	Iteration 19Q: 3 clusters Score -46549.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46624.570312 Penalty: 638.020447
	Iteration 20F: 3 clusters Score -46624.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46719.199219 Penalty: 638.020447
	Iteration 21Q: 3 clusters Score -46719.2 nChanged 21
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: -46750.523438 Penalty: 638.020447
	Iteration 22Q: 3 clusters Score -46750.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -46758.992188 Penalty: 638.020447
	Iteration 23Q: 3 clusters Score -46758.99 nChanged 5
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: -46763.382812 Penalty: 638.020447
	Iteration 24Q: 3 clusters Score -46763.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46763.878906 Penalty: 638.020447
	Iteration 25Q: 3 clusters Score -46763.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46763.878906 Penalty: 638.020447
	Iteration 26F: 3 clusters Score -46763.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 153 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27200 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25393 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 109965 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 348859 members 
Mstep: Class 16 contains 27566 members 
Mstep: Class 17 contains 46606 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 325 members 
Mstep: Class 23 contains 839 members 
Mstep: Class 24 contains 469 members 
Entering Unmasked Estep 
Score: -28386554.000000 Penalty: 14544.239258
Splitting cluster 14 changes total score from -28382326.000000 to -28386554.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (348859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348859 members 
Entering Unmasked Estep 
Score: -16619341.000000 Penalty: 580.690247
	Iteration 0F: 2 clusters Score -1.661934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174407 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -16391055.000000 Penalty: 1161.380493
	Iteration 0F: 3 clusters Score -1.639106e+07 nChanged 172447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167762 members 
Mstep: Class 2 contains 181097 members 
Entering Unmasked Estep 
Score: -16497679.000000 Penalty: 1161.380493
	Iteration 1F: 3 clusters Score -1.649768e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165367 members 
Mstep: Class 2 contains 183492 members 
Entering Unmasked Estep 
Score: -16502357.000000 Penalty: 1161.380493
	Iteration 2Q: 3 clusters Score -1.650236e+07 nChanged 15844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162699 members 
Mstep: Class 2 contains 186160 members 
Entering Unmasked Estep 
Score: -16511482.000000 Penalty: 1161.380493
	Iteration 3Q: 3 clusters Score -1.651148e+07 nChanged 20747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160726 members 
Mstep: Class 2 contains 188133 members 
Entering Unmasked Estep 
Score: -16528817.000000 Penalty: 1161.380493
	Iteration 4F: 3 clusters Score -1.652882e+07 nChanged 25045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 187984 members 
Entering Unmasked Estep 
Score: -16551709.000000 Penalty: 1161.380493
	Iteration 5F: 3 clusters Score -1.655171e+07 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162875 members 
Mstep: Class 2 contains 185984 members 
Entering Unmasked Estep 
Score: -16565657.000000 Penalty: 1161.380493
	Iteration 6F: 3 clusters Score -1.656566e+07 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 183778 members 
Entering Unmasked Estep 
Score: -16569410.000000 Penalty: 1161.380493
	Iteration 7Q: 3 clusters Score -1.656941e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167469 members 
Mstep: Class 2 contains 181390 members 
Entering Unmasked Estep 
Score: -16570449.000000 Penalty: 1161.380493
	Iteration 8Q: 3 clusters Score -1.657045e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 178661 members 
Entering Unmasked Estep 
Score: -16571107.000000 Penalty: 1161.380493
	Iteration 9Q: 3 clusters Score -1.657111e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 175702 members 
Entering Unmasked Estep 
Score: -16571751.000000 Penalty: 1161.380493
	Iteration 10Q: 3 clusters Score -1.657175e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176231 members 
Mstep: Class 2 contains 172628 members 
Entering Unmasked Estep 
Score: -16572512.000000 Penalty: 1161.380493
	Iteration 11Q: 3 clusters Score -1.657251e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179558 members 
Mstep: Class 2 contains 169301 members 
Entering Unmasked Estep 
Score: -16573125.000000 Penalty: 1161.380493
	Iteration 12Q: 3 clusters Score -1.657312e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183122 members 
Mstep: Class 2 contains 165737 members 
Entering Unmasked Estep 
Score: -16573797.000000 Penalty: 1161.380493
	Iteration 13Q: 3 clusters Score -1.65738e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186960 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -16574540.000000 Penalty: 1161.380493
	Iteration 14Q: 3 clusters Score -1.657454e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190980 members 
Mstep: Class 2 contains 157879 members 
Entering Unmasked Estep 
Score: -16575345.000000 Penalty: 1161.380493
	Iteration 15Q: 3 clusters Score -1.657534e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195310 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -16576094.000000 Penalty: 1161.380493
	Iteration 16Q: 3 clusters Score -1.657609e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199699 members 
Mstep: Class 2 contains 149160 members 
Entering Unmasked Estep 
Score: -16577148.000000 Penalty: 1161.380493
	Iteration 17Q: 3 clusters Score -1.657715e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204186 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -16577930.000000 Penalty: 1161.380493
	Iteration 18Q: 3 clusters Score -1.657793e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208839 members 
Mstep: Class 2 contains 140020 members 
Entering Unmasked Estep 
Score: -16579113.000000 Penalty: 1161.380493
	Iteration 19Q: 3 clusters Score -1.657911e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213697 members 
Mstep: Class 2 contains 135162 members 
Entering Unmasked Estep 
Score: -16580198.000000 Penalty: 1161.380493
	Iteration 20F: 3 clusters Score -1.65802e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218579 members 
Mstep: Class 2 contains 130280 members 
Entering Unmasked Estep 
Score: -16581344.000000 Penalty: 1161.380493
	Iteration 21Q: 3 clusters Score -1.658134e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223568 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -16582551.000000 Penalty: 1161.380493
	Iteration 22Q: 3 clusters Score -1.658255e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228569 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -16583676.000000 Penalty: 1161.380493
	Iteration 23Q: 3 clusters Score -1.658368e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233609 members 
Mstep: Class 2 contains 115250 members 
Entering Unmasked Estep 
Score: -16584808.000000 Penalty: 1161.380493
	Iteration 24Q: 3 clusters Score -1.658481e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238466 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -16585768.000000 Penalty: 1161.380493
	Iteration 25Q: 3 clusters Score -1.658577e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243156 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -16586911.000000 Penalty: 1161.380493
	Iteration 26Q: 3 clusters Score -1.658691e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247868 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -16587914.000000 Penalty: 1161.380493
	Iteration 27Q: 3 clusters Score -1.658791e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252551 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -16588815.000000 Penalty: 1161.380493
	Iteration 28Q: 3 clusters Score -1.658882e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256980 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -16589778.000000 Penalty: 1161.380493
	Iteration 29Q: 3 clusters Score -1.658978e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261385 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -16590628.000000 Penalty: 1161.380493
	Iteration 30Q: 3 clusters Score -1.659063e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265619 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -16591357.000000 Penalty: 1161.380493
	Iteration 31Q: 3 clusters Score -1.659136e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269766 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -16591962.000000 Penalty: 1161.380493
	Iteration 32Q: 3 clusters Score -1.659196e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273707 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -16592717.000000 Penalty: 1161.380493
	Iteration 33Q: 3 clusters Score -1.659272e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277564 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -16593618.000000 Penalty: 1161.380493
	Iteration 34Q: 3 clusters Score -1.659362e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281318 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -16594317.000000 Penalty: 1161.380493
	Iteration 35Q: 3 clusters Score -1.659432e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284976 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -16594985.000000 Penalty: 1161.380493
	Iteration 36Q: 3 clusters Score -1.659498e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288568 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -16596498.000000 Penalty: 1161.380493
	Iteration 37Q: 3 clusters Score -1.65965e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292144 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -16598284.000000 Penalty: 1161.380493
	Iteration 38Q: 3 clusters Score -1.659828e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295765 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -16599954.000000 Penalty: 1161.380493
	Iteration 39Q: 3 clusters Score -1.659995e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299543 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -16601993.000000 Penalty: 1161.380493
	Iteration 40F: 3 clusters Score -1.660199e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303695 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -16603863.000000 Penalty: 1161.380493
	Iteration 41Q: 3 clusters Score -1.660386e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307975 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -16605552.000000 Penalty: 1161.380493
	Iteration 42Q: 3 clusters Score -1.660555e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312552 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -16607073.000000 Penalty: 1161.380493
	Iteration 43Q: 3 clusters Score -1.660707e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317249 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -16608718.000000 Penalty: 1161.380493
	Iteration 44Q: 3 clusters Score -1.660872e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322007 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -16610067.000000 Penalty: 1161.380493
	Iteration 45Q: 3 clusters Score -1.661007e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326860 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -16611592.000000 Penalty: 1161.380493
	Iteration 46Q: 3 clusters Score -1.661159e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331708 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -16613210.000000 Penalty: 1161.380493
	Iteration 47Q: 3 clusters Score -1.661321e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336231 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -16614853.000000 Penalty: 1161.380493
	Iteration 48Q: 3 clusters Score -1.661485e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340084 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -16616343.000000 Penalty: 1161.380493
	Iteration 49Q: 3 clusters Score -1.661634e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342929 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -16617202.000000 Penalty: 1161.380493
	Iteration 50Q: 3 clusters Score -1.66172e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344879 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -16617752.000000 Penalty: 1161.380493
	Iteration 51Q: 3 clusters Score -1.661775e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346224 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -16618134.000000 Penalty: 1161.380493
	Iteration 52Q: 3 clusters Score -1.661813e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347082 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -16618426.000000 Penalty: 1161.380493
	Iteration 53Q: 3 clusters Score -1.661843e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347609 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -16618589.000000 Penalty: 1161.380493
	Iteration 54Q: 3 clusters Score -1.661859e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347958 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16618650.000000 Penalty: 1161.380493
	Iteration 55Q: 3 clusters Score -1.661865e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348205 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16618779.000000 Penalty: 1161.380493
	Iteration 56Q: 3 clusters Score -1.661878e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348356 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16618867.000000 Penalty: 1161.380493
	Iteration 57Q: 3 clusters Score -1.661887e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348450 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16618882.000000 Penalty: 1161.380493
	Iteration 58Q: 3 clusters Score -1.661888e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348513 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16618901.000000 Penalty: 1161.380493
	Iteration 59Q: 3 clusters Score -1.66189e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348551 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16618930.000000 Penalty: 1161.380493
	Iteration 60F: 3 clusters Score -1.661893e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348568 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16618945.000000 Penalty: 1161.380493
	Iteration 61Q: 3 clusters Score -1.661894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348582 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16618952.000000 Penalty: 1161.380493
	Iteration 62Q: 3 clusters Score -1.661895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348588 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16618947.000000 Penalty: 1161.380493
	Iteration 63Q: 3 clusters Score -1.661895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348593 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16618949.000000 Penalty: 1161.380493
	Iteration 64Q: 3 clusters Score -1.661895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348593 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16618941.000000 Penalty: 1161.380493
	Iteration 65Q: 3 clusters Score -1.661894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348596 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -16618951.000000 Penalty: 1161.380493
	Iteration 66Q: 3 clusters Score -1.661895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348599 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16618946.000000 Penalty: 1161.380493
	Iteration 67Q: 3 clusters Score -1.661895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348599 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16618943.000000 Penalty: 1161.380493
	Iteration 68Q: 3 clusters Score -1.661894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348599 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16618943.000000 Penalty: 1161.380493
	Iteration 69F: 3 clusters Score -1.661894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Entering Unmasked Estep 
Score: -1398224.000000 Penalty: 465.207397
	Iteration 0F: 2 clusters Score -1398224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1379776.625000 Penalty: 930.414795
	Iteration 0F: 3 clusters Score -1379777 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1387925.125000 Penalty: 930.414795
	Iteration 1F: 3 clusters Score -1387925 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1389278.000000 Penalty: 930.414795
	Iteration 2F: 3 clusters Score -1389278 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1391330.625000 Penalty: 930.414795
	Iteration 3F: 3 clusters Score -1391331 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1393547.875000 Penalty: 930.414795
	Iteration 4F: 3 clusters Score -1393548 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1395399.750000 Penalty: 930.414795
	Iteration 5F: 3 clusters Score -1395400 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1396538.000000 Penalty: 930.414795
	Iteration 6Q: 3 clusters Score -1396538 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1397159.875000 Penalty: 930.414795
	Iteration 7Q: 3 clusters Score -1397160 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1397487.125000 Penalty: 930.414795
	Iteration 8Q: 3 clusters Score -1397487 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1397665.250000 Penalty: 930.414795
	Iteration 9Q: 3 clusters Score -1397665 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1397768.500000 Penalty: 930.414795
	Iteration 10Q: 3 clusters Score -1397768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1397821.375000 Penalty: 930.414795
	Iteration 11Q: 3 clusters Score -1397821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1397852.875000 Penalty: 930.414795
	Iteration 12Q: 3 clusters Score -1397853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1397873.250000 Penalty: 930.414795
	Iteration 13Q: 3 clusters Score -1397873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1397885.875000 Penalty: 930.414795
	Iteration 14Q: 3 clusters Score -1397886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1397900.125000 Penalty: 930.414795
	Iteration 15Q: 3 clusters Score -1397900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1397904.125000 Penalty: 930.414795
	Iteration 16Q: 3 clusters Score -1397904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1397906.125000 Penalty: 930.414795
	Iteration 17Q: 3 clusters Score -1397906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1397910.625000 Penalty: 930.414795
	Iteration 18Q: 3 clusters Score -1397911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1397913.000000 Penalty: 930.414795
	Iteration 19Q: 3 clusters Score -1397913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1397915.000000 Penalty: 930.414795
	Iteration 20F: 3 clusters Score -1397915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1397918.500000 Penalty: 930.414795
	Iteration 21Q: 3 clusters Score -1397918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1397921.625000 Penalty: 930.414795
	Iteration 22Q: 3 clusters Score -1397922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1397922.500000 Penalty: 930.414795
	Iteration 23Q: 3 clusters Score -1397922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1397923.500000 Penalty: 930.414795
	Iteration 24Q: 3 clusters Score -1397924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1397925.000000 Penalty: 930.414795
	Iteration 25Q: 3 clusters Score -1397925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1397925.500000 Penalty: 930.414795
	Iteration 26Q: 3 clusters Score -1397926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1397925.750000 Penalty: 930.414795
	Iteration 27Q: 3 clusters Score -1397926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1397926.250000 Penalty: 930.414795
	Iteration 28Q: 3 clusters Score -1397926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1397928.125000 Penalty: 930.414795
	Iteration 29Q: 3 clusters Score -1397928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1397927.375000 Penalty: 930.414795
	Iteration 30Q: 3 clusters Score -1397927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1397928.250000 Penalty: 930.414795
	Iteration 31Q: 3 clusters Score -1397928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1397928.250000 Penalty: 930.414795
	Iteration 32F: 3 clusters Score -1397928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Entering Unmasked Estep 
Score: -2130569.250000 Penalty: 489.101562
	Iteration 0F: 2 clusters Score -2130569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2099266.750000 Penalty: 978.203125
	Iteration 0F: 3 clusters Score -2099267 nChanged 22474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2112903.000000 Penalty: 978.203125
	Iteration 1F: 3 clusters Score -2112903 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2113463.500000 Penalty: 978.203125
	Iteration 2Q: 3 clusters Score -2113464 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2114251.000000 Penalty: 978.203125
	Iteration 3Q: 3 clusters Score -2114251 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2115342.250000 Penalty: 978.203125
	Iteration 4F: 3 clusters Score -2115342 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2116859.250000 Penalty: 978.203125
	Iteration 5F: 3 clusters Score -2116859 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2118716.000000 Penalty: 978.203125
	Iteration 6F: 3 clusters Score -2118716 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2120848.500000 Penalty: 978.203125
	Iteration 7F: 3 clusters Score -2120848 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2123082.500000 Penalty: 978.203125
	Iteration 8F: 3 clusters Score -2123082 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2124938.750000 Penalty: 978.203125
	Iteration 9Q: 3 clusters Score -2124939 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2126158.750000 Penalty: 978.203125
	Iteration 10Q: 3 clusters Score -2126159 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2126886.000000 Penalty: 978.203125
	Iteration 11Q: 3 clusters Score -2126886 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2127457.000000 Penalty: 978.203125
	Iteration 12Q: 3 clusters Score -2127457 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2128002.500000 Penalty: 978.203125
	Iteration 13Q: 3 clusters Score -2128002 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2128538.500000 Penalty: 978.203125
	Iteration 14Q: 3 clusters Score -2128538 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2128898.000000 Penalty: 978.203125
	Iteration 15Q: 3 clusters Score -2128898 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2129137.500000 Penalty: 978.203125
	Iteration 16Q: 3 clusters Score -2129138 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2129305.500000 Penalty: 978.203125
	Iteration 17Q: 3 clusters Score -2129306 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2129425.500000 Penalty: 978.203125
	Iteration 18Q: 3 clusters Score -2129426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2129516.000000 Penalty: 978.203125
	Iteration 19Q: 3 clusters Score -2129516 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2129606.750000 Penalty: 978.203125
	Iteration 20F: 3 clusters Score -2129607 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2129668.500000 Penalty: 978.203125
	Iteration 21Q: 3 clusters Score -2129668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2129725.000000 Penalty: 978.203125
	Iteration 22Q: 3 clusters Score -2129725 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2129769.750000 Penalty: 978.203125
	Iteration 23Q: 3 clusters Score -2129770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2129803.750000 Penalty: 978.203125
	Iteration 24Q: 3 clusters Score -2129804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2129824.000000 Penalty: 978.203125
	Iteration 25Q: 3 clusters Score -2129824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2129852.000000 Penalty: 978.203125
	Iteration 26Q: 3 clusters Score -2129852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2129874.250000 Penalty: 978.203125
	Iteration 27Q: 3 clusters Score -2129874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2129891.500000 Penalty: 978.203125
	Iteration 28Q: 3 clusters Score -2129892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2129906.250000 Penalty: 978.203125
	Iteration 29Q: 3 clusters Score -2129906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2129919.250000 Penalty: 978.203125
	Iteration 30Q: 3 clusters Score -2129919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2129925.250000 Penalty: 978.203125
	Iteration 31Q: 3 clusters Score -2129925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2129936.500000 Penalty: 978.203125
	Iteration 32Q: 3 clusters Score -2129936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2129948.000000 Penalty: 978.203125
	Iteration 33Q: 3 clusters Score -2129948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2129963.250000 Penalty: 978.203125
	Iteration 34Q: 3 clusters Score -2129963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2129972.000000 Penalty: 978.203125
	Iteration 35Q: 3 clusters Score -2129972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2129981.500000 Penalty: 978.203125
	Iteration 36Q: 3 clusters Score -2129982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2129991.500000 Penalty: 978.203125
	Iteration 37Q: 3 clusters Score -2129992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2130002.750000 Penalty: 978.203125
	Iteration 38Q: 3 clusters Score -2130003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2130016.500000 Penalty: 978.203125
	Iteration 39Q: 3 clusters Score -2130016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2130024.250000 Penalty: 978.203125
	Iteration 40F: 3 clusters Score -2130024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2130030.500000 Penalty: 978.203125
	Iteration 41Q: 3 clusters Score -2130030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2130040.250000 Penalty: 978.203125
	Iteration 42Q: 3 clusters Score -2130040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2130049.250000 Penalty: 978.203125
	Iteration 43Q: 3 clusters Score -2130049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2130056.750000 Penalty: 978.203125
	Iteration 44Q: 3 clusters Score -2130057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2130068.750000 Penalty: 978.203125
	Iteration 45Q: 3 clusters Score -2130069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2130076.250000 Penalty: 978.203125
	Iteration 46Q: 3 clusters Score -2130076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2130076.250000 Penalty: 978.203125
	Iteration 47Q: 3 clusters Score -2130076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2130082.000000 Penalty: 978.203125
	Iteration 48Q: 3 clusters Score -2130082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2130083.500000 Penalty: 978.203125
	Iteration 49Q: 3 clusters Score -2130084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2130089.750000 Penalty: 978.203125
	Iteration 50Q: 3 clusters Score -2130090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2130092.000000 Penalty: 978.203125
	Iteration 51Q: 3 clusters Score -2130092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2130093.500000 Penalty: 978.203125
	Iteration 52Q: 3 clusters Score -2130094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2130097.000000 Penalty: 978.203125
	Iteration 53Q: 3 clusters Score -2130097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2130099.500000 Penalty: 978.203125
	Iteration 54Q: 3 clusters Score -2130100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2130104.000000 Penalty: 978.203125
	Iteration 55Q: 3 clusters Score -2130104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2130103.500000 Penalty: 978.203125
	Iteration 56Q: 3 clusters Score -2130104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2130102.750000 Penalty: 978.203125
	Iteration 57Q: 3 clusters Score -2130103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2130103.250000 Penalty: 978.203125
	Iteration 58Q: 3 clusters Score -2130103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2130104.500000 Penalty: 978.203125
	Iteration 59Q: 3 clusters Score -2130104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2130101.500000 Penalty: 978.203125
	Iteration 60F: 3 clusters Score -2130102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2130101.250000 Penalty: 978.203125
	Iteration 61Q: 3 clusters Score -2130101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2130102.750000 Penalty: 978.203125
	Iteration 62Q: 3 clusters Score -2130103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2130101.750000 Penalty: 978.203125
	Iteration 63Q: 3 clusters Score -2130102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2130102.250000 Penalty: 978.203125
	Iteration 64Q: 3 clusters Score -2130102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2130103.750000 Penalty: 978.203125
	Iteration 65Q: 3 clusters Score -2130104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2130105.250000 Penalty: 978.203125
	Iteration 66Q: 3 clusters Score -2130105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2130105.750000 Penalty: 978.203125
	Iteration 67Q: 3 clusters Score -2130106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2130106.500000 Penalty: 978.203125
	Iteration 68Q: 3 clusters Score -2130106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2130106.000000 Penalty: 978.203125
	Iteration 69Q: 3 clusters Score -2130106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2130106.250000 Penalty: 978.203125
	Iteration 70Q: 3 clusters Score -2130106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2130105.250000 Penalty: 978.203125
	Iteration 71Q: 3 clusters Score -2130105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2130105.000000 Penalty: 978.203125
	Iteration 72Q: 3 clusters Score -2130105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2130106.750000 Penalty: 978.203125
	Iteration 73Q: 3 clusters Score -2130107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2130107.500000 Penalty: 978.203125
	Iteration 74Q: 3 clusters Score -2130108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2130108.250000 Penalty: 978.203125
	Iteration 75Q: 3 clusters Score -2130108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2130109.250000 Penalty: 978.203125
	Iteration 76Q: 3 clusters Score -2130109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2130107.250000 Penalty: 978.203125
	Iteration 77Q: 3 clusters Score -2130107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2130108.000000 Penalty: 978.203125
	Iteration 78Q: 3 clusters Score -2130108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2130107.250000 Penalty: 978.203125
	Iteration 79Q: 3 clusters Score -2130107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2130107.250000 Penalty: 978.203125
	Iteration 80F: 3 clusters Score -2130107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Entering Unmasked Estep 
Score: -145752.187500 Penalty: 361.779938
	Iteration 0F: 2 clusters Score -145752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -143820.203125 Penalty: 723.559875
	Iteration 0F: 3 clusters Score -143820.2 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -144469.781250 Penalty: 723.559875
	Iteration 1F: 3 clusters Score -144469.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -144587.140625 Penalty: 723.559875
	Iteration 2F: 3 clusters Score -144587.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -144734.406250 Penalty: 723.559875
	Iteration 3F: 3 clusters Score -144734.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -144897.828125 Penalty: 723.559875
	Iteration 4F: 3 clusters Score -144897.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -145032.609375 Penalty: 723.559875
	Iteration 5F: 3 clusters Score -145032.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -145147.406250 Penalty: 723.559875
	Iteration 6Q: 3 clusters Score -145147.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -145217.609375 Penalty: 723.559875
	Iteration 7Q: 3 clusters Score -145217.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -145259.546875 Penalty: 723.559875
	Iteration 8Q: 3 clusters Score -145259.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -145287.000000 Penalty: 723.559875
	Iteration 9Q: 3 clusters Score -145287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -145307.250000 Penalty: 723.559875
	Iteration 10Q: 3 clusters Score -145307.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -145328.937500 Penalty: 723.559875
	Iteration 11Q: 3 clusters Score -145328.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -145347.937500 Penalty: 723.559875
	Iteration 12Q: 3 clusters Score -145347.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -145365.015625 Penalty: 723.559875
	Iteration 13Q: 3 clusters Score -145365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -145380.531250 Penalty: 723.559875
	Iteration 14Q: 3 clusters Score -145380.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -145394.296875 Penalty: 723.559875
	Iteration 15Q: 3 clusters Score -145394.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -145404.578125 Penalty: 723.559875
	Iteration 16Q: 3 clusters Score -145404.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -145411.296875 Penalty: 723.559875
	Iteration 17Q: 3 clusters Score -145411.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -145420.281250 Penalty: 723.559875
	Iteration 18Q: 3 clusters Score -145420.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -145428.781250 Penalty: 723.559875
	Iteration 19Q: 3 clusters Score -145428.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -145432.828125 Penalty: 723.559875
	Iteration 20F: 3 clusters Score -145432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -145435.234375 Penalty: 723.559875
	Iteration 21Q: 3 clusters Score -145435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -145438.281250 Penalty: 723.559875
	Iteration 22Q: 3 clusters Score -145438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -145439.765625 Penalty: 723.559875
	Iteration 23Q: 3 clusters Score -145439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -145440.984375 Penalty: 723.559875
	Iteration 24Q: 3 clusters Score -145441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -145442.953125 Penalty: 723.559875
	Iteration 25Q: 3 clusters Score -145443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -145445.578125 Penalty: 723.559875
	Iteration 26Q: 3 clusters Score -145445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -145448.625000 Penalty: 723.559875
	Iteration 27Q: 3 clusters Score -145448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -145450.765625 Penalty: 723.559875
	Iteration 28Q: 3 clusters Score -145450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -145453.171875 Penalty: 723.559875
	Iteration 29Q: 3 clusters Score -145453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -145455.656250 Penalty: 723.559875
	Iteration 30Q: 3 clusters Score -145455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -145457.718750 Penalty: 723.559875
	Iteration 31Q: 3 clusters Score -145457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -145458.375000 Penalty: 723.559875
	Iteration 32Q: 3 clusters Score -145458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -145459.406250 Penalty: 723.559875
	Iteration 33Q: 3 clusters Score -145459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -145460.640625 Penalty: 723.559875
	Iteration 34Q: 3 clusters Score -145460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -145461.531250 Penalty: 723.559875
	Iteration 35Q: 3 clusters Score -145461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -145462.500000 Penalty: 723.559875
	Iteration 36Q: 3 clusters Score -145462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -145463.703125 Penalty: 723.559875
	Iteration 37Q: 3 clusters Score -145463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -145464.593750 Penalty: 723.559875
	Iteration 38Q: 3 clusters Score -145464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -145466.421875 Penalty: 723.559875
	Iteration 39Q: 3 clusters Score -145466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -145468.703125 Penalty: 723.559875
	Iteration 40F: 3 clusters Score -145468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -145471.515625 Penalty: 723.559875
	Iteration 41Q: 3 clusters Score -145471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -145472.656250 Penalty: 723.559875
	Iteration 42Q: 3 clusters Score -145472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -145473.546875 Penalty: 723.559875
	Iteration 43Q: 3 clusters Score -145473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -145473.890625 Penalty: 723.559875
	Iteration 44Q: 3 clusters Score -145473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -145474.093750 Penalty: 723.559875
	Iteration 45Q: 3 clusters Score -145474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -145474.093750 Penalty: 723.559875
	Iteration 46F: 3 clusters Score -145474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -124015.343750 Penalty: 361.312775
	Iteration 0F: 2 clusters Score -124015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -122064.500000 Penalty: 722.625549
	Iteration 0F: 3 clusters Score -122064.5 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -122788.234375 Penalty: 722.625549
	Iteration 1F: 3 clusters Score -122788.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -122948.453125 Penalty: 722.625549
	Iteration 2F: 3 clusters Score -122948.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -123098.320312 Penalty: 722.625549
	Iteration 3F: 3 clusters Score -123098.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -123246.710938 Penalty: 722.625549
	Iteration 4F: 3 clusters Score -123246.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -123403.382812 Penalty: 722.625549
	Iteration 5F: 3 clusters Score -123403.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -123545.093750 Penalty: 722.625549
	Iteration 6F: 3 clusters Score -123545.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -123705.773438 Penalty: 722.625549
	Iteration 7Q: 3 clusters Score -123705.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -123833.203125 Penalty: 722.625549
	Iteration 8Q: 3 clusters Score -123833.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -123899.593750 Penalty: 722.625549
	Iteration 9Q: 3 clusters Score -123899.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -123926.281250 Penalty: 722.625549
	Iteration 10Q: 3 clusters Score -123926.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -123938.296875 Penalty: 722.625549
	Iteration 11Q: 3 clusters Score -123938.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -123947.734375 Penalty: 722.625549
	Iteration 12Q: 3 clusters Score -123947.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -123953.695312 Penalty: 722.625549
	Iteration 13Q: 3 clusters Score -123953.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -123956.937500 Penalty: 722.625549
	Iteration 14Q: 3 clusters Score -123956.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -123959.562500 Penalty: 722.625549
	Iteration 15Q: 3 clusters Score -123959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -123961.781250 Penalty: 722.625549
	Iteration 16Q: 3 clusters Score -123961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -123962.406250 Penalty: 722.625549
	Iteration 17Q: 3 clusters Score -123962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -123962.390625 Penalty: 722.625549
	Iteration 18Q: 3 clusters Score -123962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -123962.390625 Penalty: 722.625549
	Iteration 19F: 3 clusters Score -123962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 153 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 27200 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25393 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 109965 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 348859 members 
Mstep: Class 16 contains 27566 members 
Mstep: Class 17 contains 46606 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386906.000000 Penalty: 14544.239258
Iteration 119Q: 25 clusters Score -2.838691e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 2495 members 
Mstep: Class 4 contains 179 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 27240 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25377 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 109894 members 
Mstep: Class 12 contains 345 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 348772 members 
Mstep: Class 16 contains 27549 members 
Mstep: Class 17 contains 46594 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 2787 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 840 members 
Mstep: Class 24 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387614.000000 Penalty: 14544.239258
Iteration 120F: 25 clusters Score -2.838761e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 27271 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 25358 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 109848 members 
Mstep: Class 12 contains 345 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 906 members 
Mstep: Class 15 contains 348691 members 
Mstep: Class 16 contains 27528 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 2781 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387696.000000 Penalty: 14544.239258
Iteration 121Q: 25 clusters Score -2.83877e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 25338 members 
Mstep: Class 9 contains 4923 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 109820 members 
Mstep: Class 12 contains 346 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 348631 members 
Mstep: Class 16 contains 27507 members 
Mstep: Class 17 contains 46605 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387740.000000 Penalty: 14544.239258
Iteration 122Q: 25 clusters Score -2.838774e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 27326 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 564 members 
Mstep: Class 11 contains 109795 members 
Mstep: Class 12 contains 347 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1069 members 
Mstep: Class 15 contains 348596 members 
Mstep: Class 16 contains 27486 members 
Mstep: Class 17 contains 46611 members 
Mstep: Class 18 contains 2882 members 
Mstep: Class 19 contains 2773 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387766.000000 Penalty: 14544.239258
Iteration 123Q: 25 clusters Score -2.838777e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 215 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27356 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25299 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 109784 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 348573 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 46618 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 2777 members 
Mstep: Class 20 contains 571 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387768.000000 Penalty: 14544.239258
Iteration 124Q: 25 clusters Score -2.838777e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 2446 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27388 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25287 members 
Mstep: Class 9 contains 4896 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 109784 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1141 members 
Mstep: Class 15 contains 348558 members 
Mstep: Class 16 contains 27428 members 
Mstep: Class 17 contains 46623 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387786.000000 Penalty: 14544.239258
Iteration 125Q: 25 clusters Score -2.838779e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27417 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25271 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 109775 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1156 members 
Mstep: Class 15 contains 348562 members 
Mstep: Class 16 contains 27404 members 
Mstep: Class 17 contains 46633 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387814.000000 Penalty: 14544.239258
Iteration 126Q: 25 clusters Score -2.838781e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27444 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25259 members 
Mstep: Class 9 contains 4890 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 109768 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1171 members 
Mstep: Class 15 contains 348549 members 
Mstep: Class 16 contains 27386 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387850.000000 Penalty: 14544.239258
Iteration 127Q: 25 clusters Score -2.838785e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27470 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25248 members 
Mstep: Class 9 contains 4888 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 109766 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 348558 members 
Mstep: Class 16 contains 27363 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 2803 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387854.000000 Penalty: 14544.239258
Iteration 128Q: 25 clusters Score -2.838785e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 745 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27502 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25234 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 109763 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 15 contains 348571 members 
Mstep: Class 16 contains 27344 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387850.000000 Penalty: 14544.239258
Iteration 129Q: 25 clusters Score -2.838785e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 2380 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25226 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 109759 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 348575 members 
Mstep: Class 16 contains 27318 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387832.000000 Penalty: 14544.239258
Iteration 130Q: 25 clusters Score -2.838783e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27553 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25216 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 109757 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 348582 members 
Mstep: Class 16 contains 27299 members 
Mstep: Class 17 contains 46632 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387798.000000 Penalty: 14544.239258
Iteration 131Q: 25 clusters Score -2.83878e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 744 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27571 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25205 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 109755 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 348608 members 
Mstep: Class 16 contains 27274 members 
Mstep: Class 17 contains 46631 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387820.000000 Penalty: 14544.239258
Iteration 132Q: 25 clusters Score -2.838782e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27587 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25191 members 
Mstep: Class 9 contains 4882 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 109752 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 348633 members 
Mstep: Class 16 contains 27257 members 
Mstep: Class 17 contains 46630 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387806.000000 Penalty: 14544.239258
Iteration 133Q: 25 clusters Score -2.838781e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 744 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27616 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25183 members 
Mstep: Class 9 contains 4882 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 109751 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 348651 members 
Mstep: Class 16 contains 27233 members 
Mstep: Class 17 contains 46630 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387828.000000 Penalty: 14544.239258
Iteration 134Q: 25 clusters Score -2.838783e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 742 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25178 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 548 members 
Mstep: Class 11 contains 109752 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 348641 members 
Mstep: Class 16 contains 27219 members 
Mstep: Class 17 contains 46630 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387784.000000 Penalty: 14544.239258
Iteration 135Q: 25 clusters Score -2.838778e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27688 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25174 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 109755 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 348634 members 
Mstep: Class 16 contains 27197 members 
Mstep: Class 17 contains 46634 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387854.000000 Penalty: 14544.239258
Iteration 136Q: 25 clusters Score -2.838785e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27725 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25168 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 109756 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 348626 members 
Mstep: Class 16 contains 27174 members 
Mstep: Class 17 contains 46634 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387850.000000 Penalty: 14544.239258
Iteration 137Q: 25 clusters Score -2.838785e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27740 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25162 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 11 contains 109752 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 348653 members 
Mstep: Class 16 contains 27139 members 
Mstep: Class 17 contains 46641 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387842.000000 Penalty: 14544.239258
Iteration 138Q: 25 clusters Score -2.838784e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27753 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25158 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109747 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1224 members 
Mstep: Class 15 contains 348684 members 
Mstep: Class 16 contains 27100 members 
Mstep: Class 17 contains 46647 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387834.000000 Penalty: 14544.239258
Iteration 139Q: 25 clusters Score -2.838783e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27771 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25156 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109747 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 348701 members 
Mstep: Class 16 contains 27067 members 
Mstep: Class 17 contains 46653 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387830.000000 Penalty: 14544.239258
Iteration 140F: 25 clusters Score -2.838783e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 728 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27795 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25156 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109749 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 348710 members 
Mstep: Class 16 contains 27035 members 
Mstep: Class 17 contains 46660 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387872.000000 Penalty: 14544.239258
Iteration 141Q: 25 clusters Score -2.838787e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27818 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25156 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109749 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 348714 members 
Mstep: Class 16 contains 27011 members 
Mstep: Class 17 contains 46670 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387850.000000 Penalty: 14544.239258
Iteration 142Q: 25 clusters Score -2.838785e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 718 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27840 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25156 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109752 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 348722 members 
Mstep: Class 16 contains 26981 members 
Mstep: Class 17 contains 46679 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387812.000000 Penalty: 14544.239258
Iteration 143Q: 25 clusters Score -2.838781e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 712 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27858 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25154 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109753 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 348738 members 
Mstep: Class 16 contains 26948 members 
Mstep: Class 17 contains 46689 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387766.000000 Penalty: 14544.239258
Iteration 144Q: 25 clusters Score -2.838777e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27875 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25151 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109753 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 348765 members 
Mstep: Class 16 contains 26902 members 
Mstep: Class 17 contains 46698 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387736.000000 Penalty: 14544.239258
Iteration 145Q: 25 clusters Score -2.838774e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27897 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25148 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109755 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 348794 members 
Mstep: Class 16 contains 26857 members 
Mstep: Class 17 contains 46705 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387744.000000 Penalty: 14544.239258
Iteration 146Q: 25 clusters Score -2.838774e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27925 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25146 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109757 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 348798 members 
Mstep: Class 16 contains 26822 members 
Mstep: Class 17 contains 46713 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387774.000000 Penalty: 14544.239258
Iteration 147Q: 25 clusters Score -2.838777e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25143 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109758 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1226 members 
Mstep: Class 15 contains 348803 members 
Mstep: Class 16 contains 26789 members 
Mstep: Class 17 contains 46723 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387762.000000 Penalty: 14544.239258
Iteration 148Q: 25 clusters Score -2.838776e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 27983 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25140 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109757 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 348811 members 
Mstep: Class 16 contains 26752 members 
Mstep: Class 17 contains 46734 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387812.000000 Penalty: 14544.239258
Iteration 149Q: 25 clusters Score -2.838781e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28010 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25138 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109757 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348822 members 
Mstep: Class 16 contains 26710 members 
Mstep: Class 17 contains 46747 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387788.000000 Penalty: 14544.239258
Iteration 150Q: 25 clusters Score -2.838779e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28043 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25136 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109754 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348825 members 
Mstep: Class 16 contains 26674 members 
Mstep: Class 17 contains 46760 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387798.000000 Penalty: 14544.239258
Iteration 151Q: 25 clusters Score -2.83878e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28072 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 109750 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348828 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 46765 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387814.000000 Penalty: 14544.239258
Iteration 152Q: 25 clusters Score -2.838781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 109748 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348840 members 
Mstep: Class 16 contains 26614 members 
Mstep: Class 17 contains 46768 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387806.000000 Penalty: 14544.239258
Iteration 153Q: 25 clusters Score -2.838781e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28110 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25134 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 109744 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348850 members 
Mstep: Class 16 contains 26592 members 
Mstep: Class 17 contains 46772 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387784.000000 Penalty: 14544.239258
Iteration 154Q: 25 clusters Score -2.838778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 541 members 
Mstep: Class 11 contains 109745 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348856 members 
Mstep: Class 16 contains 26575 members 
Mstep: Class 17 contains 46774 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387798.000000 Penalty: 14544.239258
Iteration 155Q: 25 clusters Score -2.83878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28138 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25132 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 109745 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348866 members 
Mstep: Class 16 contains 26555 members 
Mstep: Class 17 contains 46773 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387796.000000 Penalty: 14544.239258
Iteration 156Q: 25 clusters Score -2.83878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28153 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25130 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109745 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348881 members 
Mstep: Class 16 contains 26528 members 
Mstep: Class 17 contains 46776 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387798.000000 Penalty: 14544.239258
Iteration 157Q: 25 clusters Score -2.83878e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28163 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25129 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109745 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 348902 members 
Mstep: Class 16 contains 26494 members 
Mstep: Class 17 contains 46778 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387808.000000 Penalty: 14544.239258
Iteration 158Q: 25 clusters Score -2.838781e+07 nChanged 49
Entering ConstructFrom: 
Score: -28387808.000000 Penalty: 14544.239258
Entering ConstructFrom: 
Trying to split cluster 1 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -5402.193359 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -5402.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5174.844727 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5174.845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5243.581055 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -5243.581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5255.724121 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -5255.724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5260.146484 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -5260.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5260.146484 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -5260.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -33020.726562 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -33020.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -32419.195312 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -32419.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -32586.333984 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -32586.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32614.804688 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -32614.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32635.201172 Penalty: 591.753906
	Iteration 3Q: 3 clusters Score -32635.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32649.648438 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -32649.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32660.015625 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -32660.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32665.552734 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -32665.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32672.732422 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -32672.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -32682.085938 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -32682.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -32688.617188 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -32688.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32690.921875 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -32690.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -32691.525391 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -32691.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32691.617188 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -32691.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32691.617188 Penalty: 591.753906
	Iteration 13F: 3 clusters Score -32691.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -117782.523438 Penalty: 351.260803
	Iteration 0F: 2 clusters Score -117782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -116157.593750 Penalty: 702.521606
	Iteration 0F: 3 clusters Score -116157.6 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -116760.273438 Penalty: 702.521606
	Iteration 1F: 3 clusters Score -116760.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -116818.343750 Penalty: 702.521606
	Iteration 2F: 3 clusters Score -116818.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -116857.218750 Penalty: 702.521606
	Iteration 3Q: 3 clusters Score -116857.2 nChanged 66
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: -116881.460938 Penalty: 702.521606
	Iteration 4Q: 3 clusters Score -116881.5 nChanged 61
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: -116905.000000 Penalty: 702.521606
	Iteration 5Q: 3 clusters Score -116905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -116926.140625 Penalty: 702.521606
	Iteration 6Q: 3 clusters Score -116926.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -116958.281250 Penalty: 702.521606
	Iteration 7Q: 3 clusters Score -116958.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -116997.335938 Penalty: 702.521606
	Iteration 8Q: 3 clusters Score -116997.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -117045.570312 Penalty: 702.521606
	Iteration 9Q: 3 clusters Score -117045.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -117089.156250 Penalty: 702.521606
	Iteration 10Q: 3 clusters Score -117089.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -117135.296875 Penalty: 702.521606
	Iteration 11Q: 3 clusters Score -117135.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -117170.765625 Penalty: 702.521606
	Iteration 12Q: 3 clusters Score -117170.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -117194.148438 Penalty: 702.521606
	Iteration 13Q: 3 clusters Score -117194.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -117209.976562 Penalty: 702.521606
	Iteration 14Q: 3 clusters Score -117210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -117223.976562 Penalty: 702.521606
	Iteration 15Q: 3 clusters Score -117224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -117237.671875 Penalty: 702.521606
	Iteration 16Q: 3 clusters Score -117237.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -117244.148438 Penalty: 702.521606
	Iteration 17Q: 3 clusters Score -117244.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -117251.039062 Penalty: 702.521606
	Iteration 18Q: 3 clusters Score -117251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -117260.218750 Penalty: 702.521606
	Iteration 19Q: 3 clusters Score -117260.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -117269.226562 Penalty: 702.521606
	Iteration 20F: 3 clusters Score -117269.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -117281.921875 Penalty: 702.521606
	Iteration 21Q: 3 clusters Score -117281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -117293.937500 Penalty: 702.521606
	Iteration 22Q: 3 clusters Score -117293.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -117299.296875 Penalty: 702.521606
	Iteration 23Q: 3 clusters Score -117299.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -117303.882812 Penalty: 702.521606
	Iteration 24Q: 3 clusters Score -117303.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -117308.476562 Penalty: 702.521606
	Iteration 25Q: 3 clusters Score -117308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -117312.484375 Penalty: 702.521606
	Iteration 26Q: 3 clusters Score -117312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -117317.570312 Penalty: 702.521606
	Iteration 27Q: 3 clusters Score -117317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -117320.601562 Penalty: 702.521606
	Iteration 28Q: 3 clusters Score -117320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -117323.359375 Penalty: 702.521606
	Iteration 29Q: 3 clusters Score -117323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -117325.867188 Penalty: 702.521606
	Iteration 30Q: 3 clusters Score -117325.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -117328.375000 Penalty: 702.521606
	Iteration 31Q: 3 clusters Score -117328.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -117332.265625 Penalty: 702.521606
	Iteration 32Q: 3 clusters Score -117332.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -117335.656250 Penalty: 702.521606
	Iteration 33Q: 3 clusters Score -117335.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -117340.726562 Penalty: 702.521606
	Iteration 34Q: 3 clusters Score -117340.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -117344.125000 Penalty: 702.521606
	Iteration 35Q: 3 clusters Score -117344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -117347.273438 Penalty: 702.521606
	Iteration 36Q: 3 clusters Score -117347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -117349.085938 Penalty: 702.521606
	Iteration 37Q: 3 clusters Score -117349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -117351.359375 Penalty: 702.521606
	Iteration 38Q: 3 clusters Score -117351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -117352.820312 Penalty: 702.521606
	Iteration 39Q: 3 clusters Score -117352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -117354.500000 Penalty: 702.521606
	Iteration 40F: 3 clusters Score -117354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -117354.656250 Penalty: 702.521606
	Iteration 41Q: 3 clusters Score -117354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -117354.851562 Penalty: 702.521606
	Iteration 42Q: 3 clusters Score -117354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -117355.343750 Penalty: 702.521606
	Iteration 43Q: 3 clusters Score -117355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -117355.812500 Penalty: 702.521606
	Iteration 44Q: 3 clusters Score -117355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -117356.406250 Penalty: 702.521606
	Iteration 45Q: 3 clusters Score -117356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -117357.734375 Penalty: 702.521606
	Iteration 46Q: 3 clusters Score -117357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -117358.921875 Penalty: 702.521606
	Iteration 47Q: 3 clusters Score -117358.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -117360.921875 Penalty: 702.521606
	Iteration 48Q: 3 clusters Score -117360.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -117364.046875 Penalty: 702.521606
	Iteration 49Q: 3 clusters Score -117364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -117368.421875 Penalty: 702.521606
	Iteration 50Q: 3 clusters Score -117368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -117371.851562 Penalty: 702.521606
	Iteration 51Q: 3 clusters Score -117371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -117375.992188 Penalty: 702.521606
	Iteration 52Q: 3 clusters Score -117376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -117377.265625 Penalty: 702.521606
	Iteration 53Q: 3 clusters Score -117377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -117377.601562 Penalty: 702.521606
	Iteration 54Q: 3 clusters Score -117377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -117377.601562 Penalty: 702.521606
	Iteration 55F: 3 clusters Score -117377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8743.941406 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8743.941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8455.676758 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8455.677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8604.392578 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8604.393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8630.972656 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8630.973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8664.821289 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -8664.821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8684.120117 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -8684.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8693.829102 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -8693.829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8697.482422 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -8697.482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8698.436523 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -8698.437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8698.436523 Penalty: 489.150330
	Iteration 8F: 3 clusters Score -8698.437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -116195.601562 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -114492.226562 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114492.2 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -115050.453125 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -115050.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -115130.578125 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -115130.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -115193.117188 Penalty: 707.969543
	Iteration 3F: 3 clusters Score -115193.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -115254.625000 Penalty: 707.969543
	Iteration 4F: 3 clusters Score -115254.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -115330.851562 Penalty: 707.969543
	Iteration 5F: 3 clusters Score -115330.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -115411.398438 Penalty: 707.969543
	Iteration 6F: 3 clusters Score -115411.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115497.843750 Penalty: 707.969543
	Iteration 7Q: 3 clusters Score -115497.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115594.312500 Penalty: 707.969543
	Iteration 8F: 3 clusters Score -115594.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -115689.156250 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115689.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -115760.531250 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115760.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -115812.085938 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115812.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -115852.671875 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115852.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -115869.359375 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -115869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -115877.000000 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -115877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -115886.617188 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -115886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -115891.945312 Penalty: 707.969543
	Iteration 16Q: 3 clusters Score -115891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -115895.835938 Penalty: 707.969543
	Iteration 17Q: 3 clusters Score -115895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -115901.570312 Penalty: 707.969543
	Iteration 18Q: 3 clusters Score -115901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -115907.328125 Penalty: 707.969543
	Iteration 19Q: 3 clusters Score -115907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -115917.406250 Penalty: 707.969543
	Iteration 20F: 3 clusters Score -115917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -115922.742188 Penalty: 707.969543
	Iteration 21Q: 3 clusters Score -115922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -115927.101562 Penalty: 707.969543
	Iteration 22Q: 3 clusters Score -115927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -115927.101562 Penalty: 707.969543
	Iteration 23F: 3 clusters Score -115927.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Entering Unmasked Estep 
Score: -1437191.000000 Penalty: 466.195190
	Iteration 0F: 2 clusters Score -1437191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1418297.750000 Penalty: 932.390381
	Iteration 0F: 3 clusters Score -1418298 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1426411.125000 Penalty: 932.390381
	Iteration 1F: 3 clusters Score -1426411 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1426912.875000 Penalty: 932.390381
	Iteration 2Q: 3 clusters Score -1426913 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1427627.875000 Penalty: 932.390381
	Iteration 3F: 3 clusters Score -1427628 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1428819.500000 Penalty: 932.390381
	Iteration 4F: 3 clusters Score -1428820 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1430648.000000 Penalty: 932.390381
	Iteration 5F: 3 clusters Score -1430648 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -1432809.875000 Penalty: 932.390381
	Iteration 6F: 3 clusters Score -1432810 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -1434637.500000 Penalty: 932.390381
	Iteration 7F: 3 clusters Score -1434638 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -1435693.375000 Penalty: 932.390381
	Iteration 8Q: 3 clusters Score -1435693 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -1436109.000000 Penalty: 932.390381
	Iteration 9Q: 3 clusters Score -1436109 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -1436290.000000 Penalty: 932.390381
	Iteration 10Q: 3 clusters Score -1436290 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1436411.125000 Penalty: 932.390381
	Iteration 11Q: 3 clusters Score -1436411 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -1436490.125000 Penalty: 932.390381
	Iteration 12Q: 3 clusters Score -1436490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -1436543.500000 Penalty: 932.390381
	Iteration 13Q: 3 clusters Score -1436544 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -1436618.500000 Penalty: 932.390381
	Iteration 14Q: 3 clusters Score -1436618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -1436675.500000 Penalty: 932.390381
	Iteration 15Q: 3 clusters Score -1436676 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -1436713.250000 Penalty: 932.390381
	Iteration 16Q: 3 clusters Score -1436713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -1436743.875000 Penalty: 932.390381
	Iteration 17Q: 3 clusters Score -1436744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -1436767.875000 Penalty: 932.390381
	Iteration 18Q: 3 clusters Score -1436768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -1436783.250000 Penalty: 932.390381
	Iteration 19Q: 3 clusters Score -1436783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -1436788.625000 Penalty: 932.390381
	Iteration 20F: 3 clusters Score -1436789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1436800.375000 Penalty: 932.390381
	Iteration 21Q: 3 clusters Score -1436800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -1436807.000000 Penalty: 932.390381
	Iteration 22Q: 3 clusters Score -1436807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -1436813.000000 Penalty: 932.390381
	Iteration 23Q: 3 clusters Score -1436813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -1436814.000000 Penalty: 932.390381
	Iteration 24Q: 3 clusters Score -1436814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -1436823.750000 Penalty: 932.390381
	Iteration 25Q: 3 clusters Score -1436824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -1436827.250000 Penalty: 932.390381
	Iteration 26Q: 3 clusters Score -1436827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -1436829.500000 Penalty: 932.390381
	Iteration 27Q: 3 clusters Score -1436830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -1436833.750000 Penalty: 932.390381
	Iteration 28Q: 3 clusters Score -1436834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -1436837.750000 Penalty: 932.390381
	Iteration 29Q: 3 clusters Score -1436838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -1436839.000000 Penalty: 932.390381
	Iteration 30Q: 3 clusters Score -1436839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -1436839.750000 Penalty: 932.390381
	Iteration 31Q: 3 clusters Score -1436840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -1436844.125000 Penalty: 932.390381
	Iteration 32Q: 3 clusters Score -1436844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -1436843.875000 Penalty: 932.390381
	Iteration 33Q: 3 clusters Score -1436844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -1436847.500000 Penalty: 932.390381
	Iteration 34Q: 3 clusters Score -1436848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -1436850.125000 Penalty: 932.390381
	Iteration 35Q: 3 clusters Score -1436850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -1436855.875000 Penalty: 932.390381
	Iteration 36Q: 3 clusters Score -1436856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -1436861.500000 Penalty: 932.390381
	Iteration 37Q: 3 clusters Score -1436862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -1436869.500000 Penalty: 932.390381
	Iteration 38Q: 3 clusters Score -1436870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -1436873.750000 Penalty: 932.390381
	Iteration 39Q: 3 clusters Score -1436874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -1436875.000000 Penalty: 932.390381
	Iteration 40F: 3 clusters Score -1436875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -1436879.250000 Penalty: 932.390381
	Iteration 41Q: 3 clusters Score -1436879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -1436883.500000 Penalty: 932.390381
	Iteration 42Q: 3 clusters Score -1436884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1436883.375000 Penalty: 932.390381
	Iteration 43Q: 3 clusters Score -1436883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -1436884.125000 Penalty: 932.390381
	Iteration 44Q: 3 clusters Score -1436884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -1436888.625000 Penalty: 932.390381
	Iteration 45Q: 3 clusters Score -1436889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -1436888.750000 Penalty: 932.390381
	Iteration 46Q: 3 clusters Score -1436889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -1436888.750000 Penalty: 932.390381
	Iteration 47Q: 3 clusters Score -1436889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -1436888.500000 Penalty: 932.390381
	Iteration 48Q: 3 clusters Score -1436888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -1436888.750000 Penalty: 932.390381
	Iteration 49Q: 3 clusters Score -1436889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -1436890.125000 Penalty: 932.390381
	Iteration 50Q: 3 clusters Score -1436890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -1436890.125000 Penalty: 932.390381
	Iteration 51F: 3 clusters Score -1436890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -101219.335938 Penalty: 347.296295
	Iteration 0F: 2 clusters Score -101219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -99747.015625 Penalty: 694.592590
	Iteration 0F: 3 clusters Score -99747.02 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -100226.039062 Penalty: 694.592590
	Iteration 1F: 3 clusters Score -100226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -100303.421875 Penalty: 694.592590
	Iteration 2F: 3 clusters Score -100303.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -100360.437500 Penalty: 694.592590
	Iteration 3F: 3 clusters Score -100360.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -100399.578125 Penalty: 694.592590
	Iteration 4Q: 3 clusters Score -100399.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -100433.453125 Penalty: 694.592590
	Iteration 5Q: 3 clusters Score -100433.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -100460.625000 Penalty: 694.592590
	Iteration 6Q: 3 clusters Score -100460.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -100491.757812 Penalty: 694.592590
	Iteration 7Q: 3 clusters Score -100491.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -100522.023438 Penalty: 694.592590
	Iteration 8Q: 3 clusters Score -100522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -100550.523438 Penalty: 694.592590
	Iteration 9Q: 3 clusters Score -100550.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -100576.085938 Penalty: 694.592590
	Iteration 10Q: 3 clusters Score -100576.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -100595.976562 Penalty: 694.592590
	Iteration 11Q: 3 clusters Score -100596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -100608.125000 Penalty: 694.592590
	Iteration 12Q: 3 clusters Score -100608.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -100617.882812 Penalty: 694.592590
	Iteration 13Q: 3 clusters Score -100617.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -100630.054688 Penalty: 694.592590
	Iteration 14Q: 3 clusters Score -100630.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -100638.625000 Penalty: 694.592590
	Iteration 15Q: 3 clusters Score -100638.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -100644.132812 Penalty: 694.592590
	Iteration 16Q: 3 clusters Score -100644.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -100647.046875 Penalty: 694.592590
	Iteration 17Q: 3 clusters Score -100647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -100647.593750 Penalty: 694.592590
	Iteration 18Q: 3 clusters Score -100647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -100648.921875 Penalty: 694.592590
	Iteration 19Q: 3 clusters Score -100648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -100650.257812 Penalty: 694.592590
	Iteration 20F: 3 clusters Score -100650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -100651.671875 Penalty: 694.592590
	Iteration 21Q: 3 clusters Score -100651.7 nChanged 5
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: -100653.101562 Penalty: 694.592590
	Iteration 22Q: 3 clusters Score -100653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -100654.687500 Penalty: 694.592590
	Iteration 23Q: 3 clusters Score -100654.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -100655.585938 Penalty: 694.592590
	Iteration 24Q: 3 clusters Score -100655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -100656.320312 Penalty: 694.592590
	Iteration 25Q: 3 clusters Score -100656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -100656.507812 Penalty: 694.592590
	Iteration 26Q: 3 clusters Score -100656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -100656.710938 Penalty: 694.592590
	Iteration 27Q: 3 clusters Score -100656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -100656.906250 Penalty: 694.592590
	Iteration 28Q: 3 clusters Score -100656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -100657.078125 Penalty: 694.592590
	Iteration 29Q: 3 clusters Score -100657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -100657.078125 Penalty: 694.592590
	Iteration 30F: 3 clusters Score -100657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Entering Unmasked Estep 
Score: -1276235.250000 Penalty: 460.994080
	Iteration 0F: 2 clusters Score -1276235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1259350.500000 Penalty: 921.988159
	Iteration 0F: 3 clusters Score -1259350 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1266226.000000 Penalty: 921.988159
	Iteration 1F: 3 clusters Score -1266226 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1266705.875000 Penalty: 921.988159
	Iteration 2Q: 3 clusters Score -1266706 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1267542.750000 Penalty: 921.988159
	Iteration 3F: 3 clusters Score -1267543 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1268999.125000 Penalty: 921.988159
	Iteration 4F: 3 clusters Score -1268999 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -1270919.000000 Penalty: 921.988159
	Iteration 5F: 3 clusters Score -1270919 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -1272827.875000 Penalty: 921.988159
	Iteration 6F: 3 clusters Score -1272828 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -1274197.000000 Penalty: 921.988159
	Iteration 7F: 3 clusters Score -1274197 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -1275031.500000 Penalty: 921.988159
	Iteration 8Q: 3 clusters Score -1275032 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -1275469.750000 Penalty: 921.988159
	Iteration 9Q: 3 clusters Score -1275470 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -1275684.500000 Penalty: 921.988159
	Iteration 10Q: 3 clusters Score -1275684 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -1275803.750000 Penalty: 921.988159
	Iteration 11Q: 3 clusters Score -1275804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -1275866.875000 Penalty: 921.988159
	Iteration 12Q: 3 clusters Score -1275867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -1275890.125000 Penalty: 921.988159
	Iteration 13Q: 3 clusters Score -1275890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -1275902.625000 Penalty: 921.988159
	Iteration 14Q: 3 clusters Score -1275903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -1275907.125000 Penalty: 921.988159
	Iteration 15Q: 3 clusters Score -1275907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -1275908.000000 Penalty: 921.988159
	Iteration 16Q: 3 clusters Score -1275908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -1275911.625000 Penalty: 921.988159
	Iteration 17Q: 3 clusters Score -1275912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -1275912.625000 Penalty: 921.988159
	Iteration 18Q: 3 clusters Score -1275913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -1275915.000000 Penalty: 921.988159
	Iteration 19Q: 3 clusters Score -1275915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -1275915.875000 Penalty: 921.988159
	Iteration 20F: 3 clusters Score -1275916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -1275915.750000 Penalty: 921.988159
	Iteration 21Q: 3 clusters Score -1275916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -1275917.125000 Penalty: 921.988159
	Iteration 22Q: 3 clusters Score -1275917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -1275917.375000 Penalty: 921.988159
	Iteration 23Q: 3 clusters Score -1275917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -1275917.875000 Penalty: 921.988159
	Iteration 24Q: 3 clusters Score -1275918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -1275918.750000 Penalty: 921.988159
	Iteration 25Q: 3 clusters Score -1275919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -1275919.750000 Penalty: 921.988159
	Iteration 26Q: 3 clusters Score -1275920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -1275920.250000 Penalty: 921.988159
	Iteration 27Q: 3 clusters Score -1275920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -1275922.500000 Penalty: 921.988159
	Iteration 28Q: 3 clusters Score -1275922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -1275922.625000 Penalty: 921.988159
	Iteration 29Q: 3 clusters Score -1275923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -1275922.250000 Penalty: 921.988159
	Iteration 30Q: 3 clusters Score -1275922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -1275922.250000 Penalty: 921.988159
	Iteration 31F: 3 clusters Score -1275922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -217438.234375 Penalty: 386.473541
	Iteration 0F: 2 clusters Score -217438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -214150.015625 Penalty: 772.947083
	Iteration 0F: 3 clusters Score -214150 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -215385.062500 Penalty: 772.947083
	Iteration 1F: 3 clusters Score -215385.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -215548.468750 Penalty: 772.947083
	Iteration 2F: 3 clusters Score -215548.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -215707.437500 Penalty: 772.947083
	Iteration 3F: 3 clusters Score -215707.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -215867.781250 Penalty: 772.947083
	Iteration 4F: 3 clusters Score -215867.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -216094.156250 Penalty: 772.947083
	Iteration 5F: 3 clusters Score -216094.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -216364.968750 Penalty: 772.947083
	Iteration 6F: 3 clusters Score -216365 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -216568.390625 Penalty: 772.947083
	Iteration 7F: 3 clusters Score -216568.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -216666.640625 Penalty: 772.947083
	Iteration 8Q: 3 clusters Score -216666.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -216730.343750 Penalty: 772.947083
	Iteration 9Q: 3 clusters Score -216730.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -216801.078125 Penalty: 772.947083
	Iteration 10Q: 3 clusters Score -216801.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -216870.015625 Penalty: 772.947083
	Iteration 11Q: 3 clusters Score -216870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -216934.203125 Penalty: 772.947083
	Iteration 12Q: 3 clusters Score -216934.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -216990.046875 Penalty: 772.947083
	Iteration 13Q: 3 clusters Score -216990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -217042.046875 Penalty: 772.947083
	Iteration 14Q: 3 clusters Score -217042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -217081.468750 Penalty: 772.947083
	Iteration 15Q: 3 clusters Score -217081.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -217108.890625 Penalty: 772.947083
	Iteration 16Q: 3 clusters Score -217108.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -217127.937500 Penalty: 772.947083
	Iteration 17Q: 3 clusters Score -217127.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -217145.312500 Penalty: 772.947083
	Iteration 18Q: 3 clusters Score -217145.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -217157.750000 Penalty: 772.947083
	Iteration 19Q: 3 clusters Score -217157.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -217165.734375 Penalty: 772.947083
	Iteration 20F: 3 clusters Score -217165.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -217172.359375 Penalty: 772.947083
	Iteration 21Q: 3 clusters Score -217172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -217176.109375 Penalty: 772.947083
	Iteration 22Q: 3 clusters Score -217176.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -217178.593750 Penalty: 772.947083
	Iteration 23Q: 3 clusters Score -217178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -217180.546875 Penalty: 772.947083
	Iteration 24Q: 3 clusters Score -217180.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -217183.015625 Penalty: 772.947083
	Iteration 25Q: 3 clusters Score -217183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -217185.093750 Penalty: 772.947083
	Iteration 26Q: 3 clusters Score -217185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -217186.796875 Penalty: 772.947083
	Iteration 27Q: 3 clusters Score -217186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -217187.453125 Penalty: 772.947083
	Iteration 28Q: 3 clusters Score -217187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -217188.250000 Penalty: 772.947083
	Iteration 29Q: 3 clusters Score -217188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -217189.703125 Penalty: 772.947083
	Iteration 30Q: 3 clusters Score -217189.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -217190.421875 Penalty: 772.947083
	Iteration 31Q: 3 clusters Score -217190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -217190.625000 Penalty: 772.947083
	Iteration 32Q: 3 clusters Score -217190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -217191.484375 Penalty: 772.947083
	Iteration 33Q: 3 clusters Score -217191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -217191.531250 Penalty: 772.947083
	Iteration 34Q: 3 clusters Score -217191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -217192.296875 Penalty: 772.947083
	Iteration 35Q: 3 clusters Score -217192.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -217192.875000 Penalty: 772.947083
	Iteration 36Q: 3 clusters Score -217192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -217193.218750 Penalty: 772.947083
	Iteration 37Q: 3 clusters Score -217193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -217193.953125 Penalty: 772.947083
	Iteration 38Q: 3 clusters Score -217194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -217193.968750 Penalty: 772.947083
	Iteration 39Q: 3 clusters Score -217194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -217193.828125 Penalty: 772.947083
	Iteration 40F: 3 clusters Score -217193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -217193.984375 Penalty: 772.947083
	Iteration 41Q: 3 clusters Score -217194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -217193.984375 Penalty: 772.947083
	Iteration 42F: 3 clusters Score -217194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -24859.599609 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -24859.6 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 291 members 
Entering Unmasked Estep 
Score: -24339.755859 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -24339.76 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24470.205078 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -24470.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24496.429688 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -24496.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24516.972656 Penalty: 572.364136
	Iteration 3Q: 3 clusters Score -24516.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -24542.998047 Penalty: 572.364136
	Iteration 4F: 3 clusters Score -24543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -24561.955078 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -24561.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -24570.353516 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -24570.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -24573.828125 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -24573.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -24574.937500 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -24574.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -24575.244141 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -24575.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24575.326172 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -24575.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24575.400391 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -24575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -24575.523438 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -24575.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -24575.625000 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -24575.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24575.777344 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -24575.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24576.966797 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -24576.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24576.966797 Penalty: 572.364136
	Iteration 16F: 3 clusters Score -24576.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Entering Unmasked Estep 
Score: -5373049.500000 Penalty: 528.068298
	Iteration 0F: 2 clusters Score -5373050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -5298786.500000 Penalty: 1056.136597
	Iteration 0F: 3 clusters Score -5298786 nChanged 53677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -5332012.000000 Penalty: 1056.136597
	Iteration 1F: 3 clusters Score -5332012 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -5334004.000000 Penalty: 1056.136597
	Iteration 2Q: 3 clusters Score -5334004 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5337629.000000 Penalty: 1056.136597
	Iteration 3F: 3 clusters Score -5337629 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -5343376.000000 Penalty: 1056.136597
	Iteration 4F: 3 clusters Score -5343376 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -5350618.500000 Penalty: 1056.136597
	Iteration 5F: 3 clusters Score -5350618 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5357921.500000 Penalty: 1056.136597
	Iteration 6F: 3 clusters Score -5357922 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98558 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -5363562.500000 Penalty: 1056.136597
	Iteration 7F: 3 clusters Score -5363562 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -5367306.000000 Penalty: 1056.136597
	Iteration 8Q: 3 clusters Score -5367306 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5369591.500000 Penalty: 1056.136597
	Iteration 9Q: 3 clusters Score -5369592 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5370958.000000 Penalty: 1056.136597
	Iteration 10Q: 3 clusters Score -5370958 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5371796.500000 Penalty: 1056.136597
	Iteration 11Q: 3 clusters Score -5371796 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5372264.000000 Penalty: 1056.136597
	Iteration 12Q: 3 clusters Score -5372264 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5372472.500000 Penalty: 1056.136597
	Iteration 13Q: 3 clusters Score -5372472 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5372608.500000 Penalty: 1056.136597
	Iteration 14Q: 3 clusters Score -5372608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5372720.000000 Penalty: 1056.136597
	Iteration 15Q: 3 clusters Score -5372720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108243 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5372787.500000 Penalty: 1056.136597
	Iteration 16Q: 3 clusters Score -5372788 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5372854.500000 Penalty: 1056.136597
	Iteration 17Q: 3 clusters Score -5372854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108361 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5372903.000000 Penalty: 1056.136597
	Iteration 18Q: 3 clusters Score -5372903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108395 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5372916.500000 Penalty: 1056.136597
	Iteration 19Q: 3 clusters Score -5372916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5372938.500000 Penalty: 1056.136597
	Iteration 20F: 3 clusters Score -5372938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5372944.000000 Penalty: 1056.136597
	Iteration 21Q: 3 clusters Score -5372944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108461 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5372941.500000 Penalty: 1056.136597
	Iteration 22Q: 3 clusters Score -5372942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5372946.000000 Penalty: 1056.136597
	Iteration 23Q: 3 clusters Score -5372946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5372944.500000 Penalty: 1056.136597
	Iteration 24Q: 3 clusters Score -5372944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5372945.000000 Penalty: 1056.136597
	Iteration 25Q: 3 clusters Score -5372945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5372953.000000 Penalty: 1056.136597
	Iteration 26Q: 3 clusters Score -5372953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5372953.000000 Penalty: 1056.136597
	Iteration 27Q: 3 clusters Score -5372953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108516 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5372952.000000 Penalty: 1056.136597
	Iteration 28Q: 3 clusters Score -5372952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108523 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5372963.500000 Penalty: 1056.136597
	Iteration 29Q: 3 clusters Score -5372964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5372970.000000 Penalty: 1056.136597
	Iteration 30Q: 3 clusters Score -5372970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5372972.000000 Penalty: 1056.136597
	Iteration 31Q: 3 clusters Score -5372972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5372971.000000 Penalty: 1056.136597
	Iteration 32Q: 3 clusters Score -5372971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5372974.500000 Penalty: 1056.136597
	Iteration 33Q: 3 clusters Score -5372974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5372972.000000 Penalty: 1056.136597
	Iteration 34Q: 3 clusters Score -5372972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5372979.500000 Penalty: 1056.136597
	Iteration 35Q: 3 clusters Score -5372980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108546 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5372975.500000 Penalty: 1056.136597
	Iteration 36Q: 3 clusters Score -5372976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108548 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5372979.500000 Penalty: 1056.136597
	Iteration 37Q: 3 clusters Score -5372980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5372982.000000 Penalty: 1056.136597
	Iteration 38Q: 3 clusters Score -5372982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5372982.000000 Penalty: 1056.136597
	Iteration 39Q: 3 clusters Score -5372982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108551 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5372982.500000 Penalty: 1056.136597
	Iteration 40F: 3 clusters Score -5372982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -13841.935547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -13841.94 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 189 members 
Entering Unmasked Estep 
Score: -13476.444336 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -13476.44 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13567.429688 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -13567.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13610.264648 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -13610.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13668.462891 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -13668.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13761.921875 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -13761.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13889.892578 Penalty: 532.550415
	Iteration 5F: 3 clusters Score -13889.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13979.334961 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -13979.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13983.486328 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -13983.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13988.246094 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -13988.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13992.049805 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -13992.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13993.194336 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -13993.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13994.463867 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -13994.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13997.285156 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -13997.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14000.344727 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -14000.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14004.435547 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -14004.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14018.192383 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -14018.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14018.892578 Penalty: 532.550415
	Iteration 16Q: 3 clusters Score -14018.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14018.892578 Penalty: 532.550415
	Iteration 17F: 3 clusters Score -14018.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28171 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25128 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109743 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 348920 members 
Mstep: Class 16 contains 26466 members 
Mstep: Class 17 contains 46779 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 162 members 
Entering Unmasked Estep 
Score: -28387630.000000 Penalty: 15150.249023
Splitting cluster 12 changes total score from -28387808.000000 to -28387630.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -16228.172852 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -16228.17 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 196 members 
Entering Unmasked Estep 
Score: -15823.674805 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -15823.67 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15924.940430 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -15924.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15967.005859 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -15967.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15979.149414 Penalty: 538.128784
	Iteration 3Q: 3 clusters Score -15979.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15991.832031 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -15991.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15998.773438 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -15998.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16006.206055 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -16006.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16012.956055 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -16012.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16015.788086 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -16015.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16019.967773 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -16019.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16026.628906 Penalty: 538.128784
	Iteration 10Q: 3 clusters Score -16026.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16028.634766 Penalty: 538.128784
	Iteration 11Q: 3 clusters Score -16028.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16036.877930 Penalty: 538.128784
	Iteration 12Q: 3 clusters Score -16036.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16046.499023 Penalty: 538.128784
	Iteration 13Q: 3 clusters Score -16046.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16050.001953 Penalty: 538.128784
	Iteration 14Q: 3 clusters Score -16050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16060.646484 Penalty: 538.128784
	Iteration 15Q: 3 clusters Score -16060.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16069.208008 Penalty: 538.128784
	Iteration 16Q: 3 clusters Score -16069.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16074.321289 Penalty: 538.128784
	Iteration 17Q: 3 clusters Score -16074.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16077.060547 Penalty: 538.128784
	Iteration 18Q: 3 clusters Score -16077.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16077.060547 Penalty: 538.128784
	Iteration 19F: 3 clusters Score -16077.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -54831.507812 Penalty: 323.722015
	Iteration 0F: 2 clusters Score -54831.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -53873.046875 Penalty: 647.444031
	Iteration 0F: 3 clusters Score -53873.05 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -54122.804688 Penalty: 647.444031
	Iteration 1F: 3 clusters Score -54122.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -54186.417969 Penalty: 647.444031
	Iteration 2F: 3 clusters Score -54186.42 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -54259.574219 Penalty: 647.444031
	Iteration 3F: 3 clusters Score -54259.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -54328.285156 Penalty: 647.444031
	Iteration 4F: 3 clusters Score -54328.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -54395.382812 Penalty: 647.444031
	Iteration 5F: 3 clusters Score -54395.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -54448.054688 Penalty: 647.444031
	Iteration 6Q: 3 clusters Score -54448.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -54486.957031 Penalty: 647.444031
	Iteration 7Q: 3 clusters Score -54486.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -54515.425781 Penalty: 647.444031
	Iteration 8Q: 3 clusters Score -54515.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -54535.429688 Penalty: 647.444031
	Iteration 9Q: 3 clusters Score -54535.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -54557.941406 Penalty: 647.444031
	Iteration 10Q: 3 clusters Score -54557.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -54569.644531 Penalty: 647.444031
	Iteration 11Q: 3 clusters Score -54569.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -54576.523438 Penalty: 647.444031
	Iteration 12Q: 3 clusters Score -54576.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -54583.000000 Penalty: 647.444031
	Iteration 13Q: 3 clusters Score -54583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -54587.023438 Penalty: 647.444031
	Iteration 14Q: 3 clusters Score -54587.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -54588.187500 Penalty: 647.444031
	Iteration 15Q: 3 clusters Score -54588.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -54589.289062 Penalty: 647.444031
	Iteration 16Q: 3 clusters Score -54589.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -54589.796875 Penalty: 647.444031
	Iteration 17Q: 3 clusters Score -54589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -54589.796875 Penalty: 647.444031
	Iteration 18F: 3 clusters Score -54589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (348920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348920 members 
Entering Unmasked Estep 
Score: -16624345.000000 Penalty: 580.698181
	Iteration 0F: 2 clusters Score -1.662434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175188 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -16396676.000000 Penalty: 1161.396362
	Iteration 0F: 3 clusters Score -1.639668e+07 nChanged 172248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210436 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -16508212.000000 Penalty: 1161.396362
	Iteration 1F: 3 clusters Score -1.650821e+07 nChanged 24018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232518 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -16521330.000000 Penalty: 1161.396362
	Iteration 2F: 3 clusters Score -1.652133e+07 nChanged 29397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260907 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -16542732.000000 Penalty: 1161.396362
	Iteration 3F: 3 clusters Score -1.654273e+07 nChanged 30237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290606 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -16572030.000000 Penalty: 1161.396362
	Iteration 4F: 3 clusters Score -1.657203e+07 nChanged 24364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314878 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -16601439.000000 Penalty: 1161.396362
	Iteration 5F: 3 clusters Score -1.660144e+07 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332229 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -16615283.000000 Penalty: 1161.396362
	Iteration 6Q: 3 clusters Score -1.661528e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342278 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -16620831.000000 Penalty: 1161.396362
	Iteration 7Q: 3 clusters Score -1.662083e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346773 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -16622890.000000 Penalty: 1161.396362
	Iteration 8Q: 3 clusters Score -1.662289e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348263 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -16623544.000000 Penalty: 1161.396362
	Iteration 9Q: 3 clusters Score -1.662354e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348676 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16623769.000000 Penalty: 1161.396362
	Iteration 10Q: 3 clusters Score -1.662377e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348749 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16623849.000000 Penalty: 1161.396362
	Iteration 11Q: 3 clusters Score -1.662385e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348765 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16623897.000000 Penalty: 1161.396362
	Iteration 12Q: 3 clusters Score -1.66239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348764 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16623917.000000 Penalty: 1161.396362
	Iteration 13Q: 3 clusters Score -1.662392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348763 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16623935.000000 Penalty: 1161.396362
	Iteration 14Q: 3 clusters Score -1.662394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348757 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16623948.000000 Penalty: 1161.396362
	Iteration 15Q: 3 clusters Score -1.662395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348753 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16623956.000000 Penalty: 1161.396362
	Iteration 16Q: 3 clusters Score -1.662396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348748 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16623974.000000 Penalty: 1161.396362
	Iteration 17Q: 3 clusters Score -1.662397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348745 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16623974.000000 Penalty: 1161.396362
	Iteration 18Q: 3 clusters Score -1.662397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348740 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16623982.000000 Penalty: 1161.396362
	Iteration 19Q: 3 clusters Score -1.662398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348734 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16623979.000000 Penalty: 1161.396362
	Iteration 20F: 3 clusters Score -1.662398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348732 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16623980.000000 Penalty: 1161.396362
	Iteration 21Q: 3 clusters Score -1.662398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348731 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16623981.000000 Penalty: 1161.396362
	Iteration 22Q: 3 clusters Score -1.662398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348731 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16623981.000000 Penalty: 1161.396362
	Iteration 23F: 3 clusters Score -1.662398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Entering Unmasked Estep 
Score: -1343771.250000 Penalty: 463.354553
	Iteration 0F: 2 clusters Score -1343771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1325968.000000 Penalty: 926.709106
	Iteration 0F: 3 clusters Score -1325968 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1333583.875000 Penalty: 926.709106
	Iteration 1F: 3 clusters Score -1333584 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1334115.500000 Penalty: 926.709106
	Iteration 2Q: 3 clusters Score -1334116 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1334903.750000 Penalty: 926.709106
	Iteration 3F: 3 clusters Score -1334904 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1336100.875000 Penalty: 926.709106
	Iteration 4F: 3 clusters Score -1336101 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1337702.625000 Penalty: 926.709106
	Iteration 5F: 3 clusters Score -1337703 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1339346.000000 Penalty: 926.709106
	Iteration 6F: 3 clusters Score -1339346 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1340391.625000 Penalty: 926.709106
	Iteration 7F: 3 clusters Score -1340392 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1340810.000000 Penalty: 926.709106
	Iteration 8Q: 3 clusters Score -1340810 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1341057.125000 Penalty: 926.709106
	Iteration 9Q: 3 clusters Score -1341057 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1341253.375000 Penalty: 926.709106
	Iteration 10Q: 3 clusters Score -1341253 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1341448.625000 Penalty: 926.709106
	Iteration 11Q: 3 clusters Score -1341449 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1341631.500000 Penalty: 926.709106
	Iteration 12Q: 3 clusters Score -1341632 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1341823.875000 Penalty: 926.709106
	Iteration 13Q: 3 clusters Score -1341824 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1342034.000000 Penalty: 926.709106
	Iteration 14Q: 3 clusters Score -1342034 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1342251.250000 Penalty: 926.709106
	Iteration 15Q: 3 clusters Score -1342251 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1342447.375000 Penalty: 926.709106
	Iteration 16Q: 3 clusters Score -1342447 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1342629.625000 Penalty: 926.709106
	Iteration 17Q: 3 clusters Score -1342630 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1342778.875000 Penalty: 926.709106
	Iteration 18Q: 3 clusters Score -1342779 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1342902.500000 Penalty: 926.709106
	Iteration 19Q: 3 clusters Score -1342902 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1343024.625000 Penalty: 926.709106
	Iteration 20F: 3 clusters Score -1343025 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1343119.750000 Penalty: 926.709106
	Iteration 21Q: 3 clusters Score -1343120 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1343200.625000 Penalty: 926.709106
	Iteration 22Q: 3 clusters Score -1343201 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1343267.875000 Penalty: 926.709106
	Iteration 23Q: 3 clusters Score -1343268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1343313.500000 Penalty: 926.709106
	Iteration 24Q: 3 clusters Score -1343314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1343349.750000 Penalty: 926.709106
	Iteration 25Q: 3 clusters Score -1343350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1343367.000000 Penalty: 926.709106
	Iteration 26Q: 3 clusters Score -1343367 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1343381.375000 Penalty: 926.709106
	Iteration 27Q: 3 clusters Score -1343381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1343387.500000 Penalty: 926.709106
	Iteration 28Q: 3 clusters Score -1343388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1343390.375000 Penalty: 926.709106
	Iteration 29Q: 3 clusters Score -1343390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1343399.625000 Penalty: 926.709106
	Iteration 30Q: 3 clusters Score -1343400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1343405.750000 Penalty: 926.709106
	Iteration 31Q: 3 clusters Score -1343406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1343411.500000 Penalty: 926.709106
	Iteration 32Q: 3 clusters Score -1343412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1343415.500000 Penalty: 926.709106
	Iteration 33Q: 3 clusters Score -1343416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1343421.875000 Penalty: 926.709106
	Iteration 34Q: 3 clusters Score -1343422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1343426.500000 Penalty: 926.709106
	Iteration 35Q: 3 clusters Score -1343426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1343431.875000 Penalty: 926.709106
	Iteration 36Q: 3 clusters Score -1343432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1343435.375000 Penalty: 926.709106
	Iteration 37Q: 3 clusters Score -1343435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1343439.125000 Penalty: 926.709106
	Iteration 38Q: 3 clusters Score -1343439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1343441.750000 Penalty: 926.709106
	Iteration 39Q: 3 clusters Score -1343442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1343444.500000 Penalty: 926.709106
	Iteration 40F: 3 clusters Score -1343444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1343442.875000 Penalty: 926.709106
	Iteration 41Q: 3 clusters Score -1343443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1343444.000000 Penalty: 926.709106
	Iteration 42Q: 3 clusters Score -1343444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1343445.500000 Penalty: 926.709106
	Iteration 43Q: 3 clusters Score -1343446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1343448.000000 Penalty: 926.709106
	Iteration 44Q: 3 clusters Score -1343448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1343448.125000 Penalty: 926.709106
	Iteration 45Q: 3 clusters Score -1343448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1343449.125000 Penalty: 926.709106
	Iteration 46Q: 3 clusters Score -1343449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1343449.250000 Penalty: 926.709106
	Iteration 47Q: 3 clusters Score -1343449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1343450.500000 Penalty: 926.709106
	Iteration 48Q: 3 clusters Score -1343450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1343449.875000 Penalty: 926.709106
	Iteration 49Q: 3 clusters Score -1343450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1343450.375000 Penalty: 926.709106
	Iteration 50Q: 3 clusters Score -1343450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1343451.250000 Penalty: 926.709106
	Iteration 51Q: 3 clusters Score -1343451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1343451.625000 Penalty: 926.709106
	Iteration 52Q: 3 clusters Score -1343452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1343451.125000 Penalty: 926.709106
	Iteration 53Q: 3 clusters Score -1343451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1343451.250000 Penalty: 926.709106
	Iteration 54Q: 3 clusters Score -1343451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1343451.625000 Penalty: 926.709106
	Iteration 55Q: 3 clusters Score -1343452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1343450.375000 Penalty: 926.709106
	Iteration 56Q: 3 clusters Score -1343450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1343450.500000 Penalty: 926.709106
	Iteration 57Q: 3 clusters Score -1343450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1343452.500000 Penalty: 926.709106
	Iteration 58Q: 3 clusters Score -1343452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1343455.875000 Penalty: 926.709106
	Iteration 59Q: 3 clusters Score -1343456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1343457.000000 Penalty: 926.709106
	Iteration 60F: 3 clusters Score -1343457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1343457.625000 Penalty: 926.709106
	Iteration 61Q: 3 clusters Score -1343458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1343455.375000 Penalty: 926.709106
	Iteration 62Q: 3 clusters Score -1343455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1343456.250000 Penalty: 926.709106
	Iteration 63Q: 3 clusters Score -1343456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1343455.875000 Penalty: 926.709106
	Iteration 64Q: 3 clusters Score -1343456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1343457.500000 Penalty: 926.709106
	Iteration 65Q: 3 clusters Score -1343458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1343458.000000 Penalty: 926.709106
	Iteration 66Q: 3 clusters Score -1343458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1343459.625000 Penalty: 926.709106
	Iteration 67Q: 3 clusters Score -1343460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1343458.375000 Penalty: 926.709106
	Iteration 68Q: 3 clusters Score -1343458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1343459.625000 Penalty: 926.709106
	Iteration 69Q: 3 clusters Score -1343460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1343460.000000 Penalty: 926.709106
	Iteration 70Q: 3 clusters Score -1343460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1343460.000000 Penalty: 926.709106
	Iteration 71F: 3 clusters Score -1343460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Entering Unmasked Estep 
Score: -2138402.750000 Penalty: 489.270142
	Iteration 0F: 2 clusters Score -2138403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2107211.250000 Penalty: 978.540283
	Iteration 0F: 3 clusters Score -2107211 nChanged 22412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2119926.500000 Penalty: 978.540283
	Iteration 1F: 3 clusters Score -2119926 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2120140.000000 Penalty: 978.540283
	Iteration 2Q: 3 clusters Score -2120140 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2120457.000000 Penalty: 978.540283
	Iteration 3Q: 3 clusters Score -2120457 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -2121000.500000 Penalty: 978.540283
	Iteration 4Q: 3 clusters Score -2121000 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -2122139.250000 Penalty: 978.540283
	Iteration 5F: 3 clusters Score -2122139 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -2124369.250000 Penalty: 978.540283
	Iteration 6F: 3 clusters Score -2124369 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -2128155.500000 Penalty: 978.540283
	Iteration 7F: 3 clusters Score -2128156 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -2132758.750000 Penalty: 978.540283
	Iteration 8F: 3 clusters Score -2132759 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -2136022.250000 Penalty: 978.540283
	Iteration 9F: 3 clusters Score -2136022 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -2137398.750000 Penalty: 978.540283
	Iteration 10Q: 3 clusters Score -2137399 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -2137827.500000 Penalty: 978.540283
	Iteration 11Q: 3 clusters Score -2137828 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -2137954.500000 Penalty: 978.540283
	Iteration 12Q: 3 clusters Score -2137954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -2138003.000000 Penalty: 978.540283
	Iteration 13Q: 3 clusters Score -2138003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -2138031.000000 Penalty: 978.540283
	Iteration 14Q: 3 clusters Score -2138031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -2138041.750000 Penalty: 978.540283
	Iteration 15Q: 3 clusters Score -2138042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -2138044.750000 Penalty: 978.540283
	Iteration 16Q: 3 clusters Score -2138045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -2138049.250000 Penalty: 978.540283
	Iteration 17Q: 3 clusters Score -2138049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -2138052.750000 Penalty: 978.540283
	Iteration 18Q: 3 clusters Score -2138053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -2138053.250000 Penalty: 978.540283
	Iteration 19Q: 3 clusters Score -2138053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -2138051.250000 Penalty: 978.540283
	Iteration 20F: 3 clusters Score -2138051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -149415.375000 Penalty: 362.919464
	Iteration 0F: 2 clusters Score -149415.4 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 1482 members 
Entering Unmasked Estep 
Score: -147423.171875 Penalty: 725.838928
	Iteration 0F: 3 clusters Score -147423.2 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -148181.546875 Penalty: 725.838928
	Iteration 1F: 3 clusters Score -148181.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -148338.468750 Penalty: 725.838928
	Iteration 2F: 3 clusters Score -148338.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -148471.437500 Penalty: 725.838928
	Iteration 3F: 3 clusters Score -148471.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -148605.984375 Penalty: 725.838928
	Iteration 4F: 3 clusters Score -148606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -148752.296875 Penalty: 725.838928
	Iteration 5F: 3 clusters Score -148752.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -148897.921875 Penalty: 725.838928
	Iteration 6Q: 3 clusters Score -148897.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -148997.781250 Penalty: 725.838928
	Iteration 7Q: 3 clusters Score -148997.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -149038.468750 Penalty: 725.838928
	Iteration 8Q: 3 clusters Score -149038.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -149060.078125 Penalty: 725.838928
	Iteration 9Q: 3 clusters Score -149060.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -149070.109375 Penalty: 725.838928
	Iteration 10Q: 3 clusters Score -149070.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -149080.500000 Penalty: 725.838928
	Iteration 11Q: 3 clusters Score -149080.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -149085.921875 Penalty: 725.838928
	Iteration 12Q: 3 clusters Score -149085.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -149087.500000 Penalty: 725.838928
	Iteration 13Q: 3 clusters Score -149087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -149088.015625 Penalty: 725.838928
	Iteration 14Q: 3 clusters Score -149088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -149089.453125 Penalty: 725.838928
	Iteration 15Q: 3 clusters Score -149089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -149090.656250 Penalty: 725.838928
	Iteration 16Q: 3 clusters Score -149090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -149091.328125 Penalty: 725.838928
	Iteration 17Q: 3 clusters Score -149091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -149093.812500 Penalty: 725.838928
	Iteration 18Q: 3 clusters Score -149093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -149095.343750 Penalty: 725.838928
	Iteration 19Q: 3 clusters Score -149095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -149095.750000 Penalty: 725.838928
	Iteration 20F: 3 clusters Score -149095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -149095.625000 Penalty: 725.838928
	Iteration 21Q: 3 clusters Score -149095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -149096.000000 Penalty: 725.838928
	Iteration 22Q: 3 clusters Score -149096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -149096.171875 Penalty: 725.838928
	Iteration 23Q: 3 clusters Score -149096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -149096.265625 Penalty: 725.838928
	Iteration 24Q: 3 clusters Score -149096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -149096.265625 Penalty: 725.838928
	Iteration 25F: 3 clusters Score -149096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -125258.195312 Penalty: 361.538879
	Iteration 0F: 2 clusters Score -125258.2 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 1462 members 
Entering Unmasked Estep 
Score: -123328.914062 Penalty: 723.077759
	Iteration 0F: 3 clusters Score -123328.9 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -124155.500000 Penalty: 723.077759
	Iteration 1F: 3 clusters Score -124155.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -124298.773438 Penalty: 723.077759
	Iteration 2F: 3 clusters Score -124298.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -124457.046875 Penalty: 723.077759
	Iteration 3F: 3 clusters Score -124457 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -124616.968750 Penalty: 723.077759
	Iteration 4F: 3 clusters Score -124617 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -124770.742188 Penalty: 723.077759
	Iteration 5F: 3 clusters Score -124770.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -124917.187500 Penalty: 723.077759
	Iteration 6F: 3 clusters Score -124917.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -125066.937500 Penalty: 723.077759
	Iteration 7Q: 3 clusters Score -125066.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -125138.812500 Penalty: 723.077759
	Iteration 8Q: 3 clusters Score -125138.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -125172.820312 Penalty: 723.077759
	Iteration 9Q: 3 clusters Score -125172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -125179.960938 Penalty: 723.077759
	Iteration 10Q: 3 clusters Score -125180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -125181.304688 Penalty: 723.077759
	Iteration 11Q: 3 clusters Score -125181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -125182.500000 Penalty: 723.077759
	Iteration 12Q: 3 clusters Score -125182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -125183.320312 Penalty: 723.077759
	Iteration 13Q: 3 clusters Score -125183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -125183.320312 Penalty: 723.077759
	Iteration 14F: 3 clusters Score -125183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -23530.236328 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -23530.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23009.511719 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -23009.51 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23193.535156 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -23193.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23279.509766 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -23279.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23323.955078 Penalty: 577.771667
	Iteration 3F: 3 clusters Score -23323.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23341.230469 Penalty: 577.771667
	Iteration 4Q: 3 clusters Score -23341.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23350.458984 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -23350.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23359.693359 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -23359.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23363.669922 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -23363.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23371.949219 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -23371.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23378.480469 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -23378.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23382.453125 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -23382.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23386.255859 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -23386.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23388.941406 Penalty: 577.771667
	Iteration 12Q: 3 clusters Score -23388.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23392.609375 Penalty: 577.771667
	Iteration 13Q: 3 clusters Score -23392.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23397.800781 Penalty: 577.771667
	Iteration 14Q: 3 clusters Score -23397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23408.427734 Penalty: 577.771667
	Iteration 15Q: 3 clusters Score -23408.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23417.175781 Penalty: 577.771667
	Iteration 16Q: 3 clusters Score -23417.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23430.117188 Penalty: 577.771667
	Iteration 17Q: 3 clusters Score -23430.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23435.251953 Penalty: 577.771667
	Iteration 18Q: 3 clusters Score -23435.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23437.402344 Penalty: 577.771667
	Iteration 19Q: 3 clusters Score -23437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23437.615234 Penalty: 577.771667
	Iteration 20F: 3 clusters Score -23437.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -9669.592773 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -9669.593 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 114 members 
Entering Unmasked Estep 
Score: -9355.381836 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -9355.382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9446.211914 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -9446.212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9503.198242 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -9503.198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9534.469727 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -9534.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9551.996094 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -9551.996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9557.792969 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -9557.793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9570.033203 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -9570.033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9574.231445 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -9574.231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9578.214844 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -9578.215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9583.644531 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -9583.645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9590.294922 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -9590.295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9598.780273 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -9598.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9610.850586 Penalty: 504.611145
	Iteration 12Q: 3 clusters Score -9610.851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9621.424805 Penalty: 504.611145
	Iteration 13Q: 3 clusters Score -9621.425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9636.559570 Penalty: 504.611145
	Iteration 14Q: 3 clusters Score -9636.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9640.659180 Penalty: 504.611145
	Iteration 15Q: 3 clusters Score -9640.659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9642.180664 Penalty: 504.611145
	Iteration 16Q: 3 clusters Score -9642.181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9642.180664 Penalty: 504.611145
	Iteration 17F: 3 clusters Score -9642.181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -14052.970703 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -14052.97 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 167 members 
Entering Unmasked Estep 
Score: -13696.210938 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -13696.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13782.608398 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -13782.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13807.083008 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -13807.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13826.050781 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -13826.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13850.759766 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -13850.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13871.574219 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -13871.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13895.047852 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -13895.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13905.930664 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -13905.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13908.719727 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -13908.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13909.793945 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -13909.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13920.176758 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -13920.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13921.875977 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -13921.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13921.875977 Penalty: 526.047668
	Iteration 12F: 3 clusters Score -13921.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -33060.058594 Penalty: 306.477997
	Iteration 0F: 2 clusters Score -33060.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32418.806641 Penalty: 612.955994
	Iteration 0F: 3 clusters Score -32418.81 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32862.250000 Penalty: 612.955994
	Iteration 1F: 3 clusters Score -32862.25 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33136.796875 Penalty: 612.955994
	Iteration 2F: 3 clusters Score -33136.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33269.226562 Penalty: 612.955994
	Iteration 3F: 3 clusters Score -33269.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33319.816406 Penalty: 612.955994
	Iteration 4Q: 3 clusters Score -33319.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33332.878906 Penalty: 612.955994
	Iteration 5Q: 3 clusters Score -33332.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33338.707031 Penalty: 612.955994
	Iteration 6Q: 3 clusters Score -33338.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33339.000000 Penalty: 612.955994
	Iteration 7Q: 3 clusters Score -33339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33339.000000 Penalty: 612.955994
	Iteration 8F: 3 clusters Score -33339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28171 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25128 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109743 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 348920 members 
Mstep: Class 16 contains 26466 members 
Mstep: Class 17 contains 46779 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 327 members 
Entering Unmasked Estep 
Score: -28387782.000000 Penalty: 15150.249023
Splitting cluster 23 changes total score from -28387808.000000 to -28387782.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -22209.890625 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -22209.89 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 259 members 
Entering Unmasked Estep 
Score: -21706.570312 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -21706.57 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21844.019531 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -21844.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21861.730469 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -21861.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21870.181641 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -21870.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21873.083984 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -21873.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21875.839844 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -21875.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21877.728516 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -21877.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21880.757812 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -21880.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21882.697266 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -21882.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21886.113281 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -21886.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21889.884766 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -21889.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -21892.773438 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -21892.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21895.707031 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -21895.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21898.824219 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -21898.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21900.683594 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -21900.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21901.994141 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -21901.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21902.664062 Penalty: 569.098450
	Iteration 16Q: 3 clusters Score -21902.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21904.130859 Penalty: 569.098450
	Iteration 17Q: 3 clusters Score -21904.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21906.261719 Penalty: 569.098450
	Iteration 18Q: 3 clusters Score -21906.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21907.083984 Penalty: 569.098450
	Iteration 19Q: 3 clusters Score -21907.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -21907.853516 Penalty: 569.098450
	Iteration 20F: 3 clusters Score -21907.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21909.402344 Penalty: 569.098450
	Iteration 21Q: 3 clusters Score -21909.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21909.787109 Penalty: 569.098450
	Iteration 22Q: 3 clusters Score -21909.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21910.085938 Penalty: 569.098450
	Iteration 23Q: 3 clusters Score -21910.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21910.523438 Penalty: 569.098450
	Iteration 24Q: 3 clusters Score -21910.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -21910.992188 Penalty: 569.098450
	Iteration 25Q: 3 clusters Score -21910.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21912.384766 Penalty: 569.098450
	Iteration 26Q: 3 clusters Score -21912.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21912.914062 Penalty: 569.098450
	Iteration 27Q: 3 clusters Score -21912.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21913.681641 Penalty: 569.098450
	Iteration 28Q: 3 clusters Score -21913.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -21914.494141 Penalty: 569.098450
	Iteration 29Q: 3 clusters Score -21914.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -21916.214844 Penalty: 569.098450
	Iteration 30Q: 3 clusters Score -21916.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21918.539062 Penalty: 569.098450
	Iteration 31Q: 3 clusters Score -21918.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21921.787109 Penalty: 569.098450
	Iteration 32Q: 3 clusters Score -21921.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21927.667969 Penalty: 569.098450
	Iteration 33Q: 3 clusters Score -21927.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21935.123047 Penalty: 569.098450
	Iteration 34Q: 3 clusters Score -21935.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21939.785156 Penalty: 569.098450
	Iteration 35Q: 3 clusters Score -21939.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21942.492188 Penalty: 569.098450
	Iteration 36Q: 3 clusters Score -21942.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21944.505859 Penalty: 569.098450
	Iteration 37Q: 3 clusters Score -21944.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21945.716797 Penalty: 569.098450
	Iteration 38Q: 3 clusters Score -21945.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21946.087891 Penalty: 569.098450
	Iteration 39Q: 3 clusters Score -21946.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21948.384766 Penalty: 569.098450
	Iteration 40F: 3 clusters Score -21948.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21948.634766 Penalty: 569.098450
	Iteration 41Q: 3 clusters Score -21948.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21949.435547 Penalty: 569.098450
	Iteration 42Q: 3 clusters Score -21949.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21951.544922 Penalty: 569.098450
	Iteration 43Q: 3 clusters Score -21951.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21953.236328 Penalty: 569.098450
	Iteration 44Q: 3 clusters Score -21953.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21954.052734 Penalty: 569.098450
	Iteration 45Q: 3 clusters Score -21954.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21955.400391 Penalty: 569.098450
	Iteration 46Q: 3 clusters Score -21955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21957.085938 Penalty: 569.098450
	Iteration 47Q: 3 clusters Score -21957.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21962.697266 Penalty: 569.098450
	Iteration 48Q: 3 clusters Score -21962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21967.544922 Penalty: 569.098450
	Iteration 49Q: 3 clusters Score -21967.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21968.412109 Penalty: 569.098450
	Iteration 50Q: 3 clusters Score -21968.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -21970.910156 Penalty: 569.098450
	Iteration 51Q: 3 clusters Score -21970.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21977.390625 Penalty: 569.098450
	Iteration 52Q: 3 clusters Score -21977.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21983.826172 Penalty: 569.098450
	Iteration 53Q: 3 clusters Score -21983.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21990.968750 Penalty: 569.098450
	Iteration 54Q: 3 clusters Score -21990.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21992.585938 Penalty: 569.098450
	Iteration 55Q: 3 clusters Score -21992.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21998.408203 Penalty: 569.098450
	Iteration 56Q: 3 clusters Score -21998.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21999.470703 Penalty: 569.098450
	Iteration 57Q: 3 clusters Score -21999.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21999.470703 Penalty: 569.098450
	Iteration 58F: 3 clusters Score -21999.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28171 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25128 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109743 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 348920 members 
Mstep: Class 16 contains 26466 members 
Mstep: Class 17 contains 46779 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387790.000000 Penalty: 14544.239258
Iteration 159Q: 25 clusters Score -2.838779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28180 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25125 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109742 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 348936 members 
Mstep: Class 16 contains 26440 members 
Mstep: Class 17 contains 46781 members 
Mstep: Class 18 contains 2913 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387788.000000 Penalty: 14544.239258
Iteration 160F: 25 clusters Score -2.838779e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2255 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28182 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25120 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109740 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 348954 members 
Mstep: Class 16 contains 26417 members 
Mstep: Class 17 contains 46785 members 
Mstep: Class 18 contains 2917 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387760.000000 Penalty: 14544.239258
Iteration 161Q: 25 clusters Score -2.838776e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28189 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25114 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109736 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 348973 members 
Mstep: Class 16 contains 26394 members 
Mstep: Class 17 contains 46789 members 
Mstep: Class 18 contains 2921 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387766.000000 Penalty: 14544.239258
Iteration 162Q: 25 clusters Score -2.838777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28196 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25109 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109731 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 348989 members 
Mstep: Class 16 contains 26377 members 
Mstep: Class 17 contains 46793 members 
Mstep: Class 18 contains 2921 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387750.000000 Penalty: 14544.239258
Iteration 163Q: 25 clusters Score -2.838775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28203 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25104 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109722 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 348998 members 
Mstep: Class 16 contains 26370 members 
Mstep: Class 17 contains 46795 members 
Mstep: Class 18 contains 2924 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387756.000000 Penalty: 14544.239258
Iteration 164Q: 25 clusters Score -2.838776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28208 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25101 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109715 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349004 members 
Mstep: Class 16 contains 26364 members 
Mstep: Class 17 contains 46796 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387742.000000 Penalty: 14544.239258
Iteration 165Q: 25 clusters Score -2.838774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28214 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25094 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109710 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349016 members 
Mstep: Class 16 contains 26357 members 
Mstep: Class 17 contains 46796 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387736.000000 Penalty: 14544.239258
Iteration 166Q: 25 clusters Score -2.838774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28220 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25083 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109705 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349030 members 
Mstep: Class 16 contains 26351 members 
Mstep: Class 17 contains 46798 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387732.000000 Penalty: 14544.239258
Iteration 167Q: 25 clusters Score -2.838773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28224 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25077 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109701 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349038 members 
Mstep: Class 16 contains 26347 members 
Mstep: Class 17 contains 46799 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387732.000000 Penalty: 14544.239258
Iteration 168Q: 25 clusters Score -2.838773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28227 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25072 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109696 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349045 members 
Mstep: Class 16 contains 26347 members 
Mstep: Class 17 contains 46799 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387734.000000 Penalty: 14544.239258
Iteration 169Q: 25 clusters Score -2.838773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25068 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109695 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349046 members 
Mstep: Class 16 contains 26347 members 
Mstep: Class 17 contains 46799 members 
Mstep: Class 18 contains 2932 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387738.000000 Penalty: 14544.239258
Iteration 170Q: 25 clusters Score -2.838774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25062 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109696 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349053 members 
Mstep: Class 16 contains 26346 members 
Mstep: Class 17 contains 46799 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387732.000000 Penalty: 14544.239258
Iteration 171Q: 25 clusters Score -2.838773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28231 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25054 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109696 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349060 members 
Mstep: Class 16 contains 26345 members 
Mstep: Class 17 contains 46800 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387712.000000 Penalty: 14544.239258
Iteration 172Q: 25 clusters Score -2.838771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28232 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25053 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109696 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349059 members 
Mstep: Class 16 contains 26344 members 
Mstep: Class 17 contains 46802 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387720.000000 Penalty: 14544.239258
Iteration 173Q: 25 clusters Score -2.838772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28235 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25052 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109696 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349060 members 
Mstep: Class 16 contains 26340 members 
Mstep: Class 17 contains 46803 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387704.000000 Penalty: 14544.239258
Iteration 174Q: 25 clusters Score -2.83877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28236 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25050 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109695 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349062 members 
Mstep: Class 16 contains 26339 members 
Mstep: Class 17 contains 46804 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387698.000000 Penalty: 14544.239258
Iteration 175Q: 25 clusters Score -2.83877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28236 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25047 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109695 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349065 members 
Mstep: Class 16 contains 26338 members 
Mstep: Class 17 contains 46805 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387702.000000 Penalty: 14544.239258
Iteration 176Q: 25 clusters Score -2.83877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28238 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109693 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349067 members 
Mstep: Class 16 contains 26336 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387710.000000 Penalty: 14544.239258
Iteration 177Q: 25 clusters Score -2.838771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109693 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349068 members 
Mstep: Class 16 contains 26335 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387704.000000 Penalty: 14544.239258
Iteration 178Q: 25 clusters Score -2.83877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109692 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349070 members 
Mstep: Class 16 contains 26334 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387708.000000 Penalty: 14544.239258
Iteration 179Q: 25 clusters Score -2.838771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109692 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349072 members 
Mstep: Class 16 contains 26332 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387714.000000 Penalty: 14544.239258
Iteration 180F: 25 clusters Score -2.838771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109691 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349076 members 
Mstep: Class 16 contains 26329 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387726.000000 Penalty: 14544.239258
Iteration 181Q: 25 clusters Score -2.838773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109691 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349080 members 
Mstep: Class 16 contains 26325 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387728.000000 Penalty: 14544.239258
Iteration 182Q: 25 clusters Score -2.838773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109691 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349085 members 
Mstep: Class 16 contains 26320 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387704.000000 Penalty: 14544.239258
Iteration 183Q: 25 clusters Score -2.83877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109690 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349089 members 
Mstep: Class 16 contains 26317 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387712.000000 Penalty: 14544.239258
Iteration 184Q: 25 clusters Score -2.838771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349093 members 
Mstep: Class 16 contains 26314 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387700.000000 Penalty: 14544.239258
Iteration 185Q: 25 clusters Score -2.83877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349095 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46806 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387704.000000 Penalty: 14544.239258
Iteration 186Q: 25 clusters Score -2.83877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387704.000000 Penalty: 14544.239258
Iteration 187Q: 25 clusters Score -2.83877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387704.000000 Penalty: 14544.239258
Iteration 188F: 25 clusters Score -2.83877e+07 nChanged 0
Entering ConstructFrom: 
Score: -28387704.000000 Penalty: 14544.239258
Entering ConstructFrom: 
Trying to split cluster 1 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -5402.193359 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -5402.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5174.272461 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5174.272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5250.668945 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -5250.669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5261.122559 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -5261.123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5262.486816 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -5262.487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5262.747559 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -5262.748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5262.747559 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -5262.748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -33020.726562 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -33020.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32421.523438 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -32421.52 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32565.425781 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -32565.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32604.212891 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -32604.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32623.853516 Penalty: 591.753906
	Iteration 3Q: 3 clusters Score -32623.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32634.849609 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -32634.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32644.523438 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -32644.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32652.714844 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -32652.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32660.732422 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -32660.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32671.271484 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -32671.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32682.703125 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -32682.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32698.404297 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -32698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32709.876953 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -32709.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32719.318359 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -32719.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32727.503906 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -32727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32735.445312 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -32735.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32738.388672 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -32738.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32740.892578 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -32740.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32743.132812 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -32743.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32743.462891 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -32743.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32744.312500 Penalty: 591.753906
	Iteration 19Q: 3 clusters Score -32744.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32748.212891 Penalty: 591.753906
	Iteration 20F: 3 clusters Score -32748.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32753.152344 Penalty: 591.753906
	Iteration 21Q: 3 clusters Score -32753.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32753.152344 Penalty: 591.753906
	Iteration 22F: 3 clusters Score -32753.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -117730.679688 Penalty: 351.240601
	Iteration 0F: 2 clusters Score -117730.7 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 1144 members 
Entering Unmasked Estep 
Score: -116113.609375 Penalty: 702.481201
	Iteration 0F: 3 clusters Score -116113.6 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -116607.039062 Penalty: 702.481201
	Iteration 1F: 3 clusters Score -116607 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -116668.867188 Penalty: 702.481201
	Iteration 2F: 3 clusters Score -116668.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -116752.062500 Penalty: 702.481201
	Iteration 3F: 3 clusters Score -116752.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -116841.601562 Penalty: 702.481201
	Iteration 4F: 3 clusters Score -116841.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -116962.843750 Penalty: 702.481201
	Iteration 5F: 3 clusters Score -116962.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -117099.921875 Penalty: 702.481201
	Iteration 6F: 3 clusters Score -117099.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -117220.945312 Penalty: 702.481201
	Iteration 7F: 3 clusters Score -117220.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -117308.945312 Penalty: 702.481201
	Iteration 8Q: 3 clusters Score -117308.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -117348.734375 Penalty: 702.481201
	Iteration 9Q: 3 clusters Score -117348.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -117366.804688 Penalty: 702.481201
	Iteration 10Q: 3 clusters Score -117366.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -117376.812500 Penalty: 702.481201
	Iteration 11Q: 3 clusters Score -117376.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -117379.898438 Penalty: 702.481201
	Iteration 12Q: 3 clusters Score -117379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -117382.195312 Penalty: 702.481201
	Iteration 13Q: 3 clusters Score -117382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -117383.867188 Penalty: 702.481201
	Iteration 14Q: 3 clusters Score -117383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -117384.125000 Penalty: 702.481201
	Iteration 15Q: 3 clusters Score -117384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -117384.234375 Penalty: 702.481201
	Iteration 16Q: 3 clusters Score -117384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -117384.593750 Penalty: 702.481201
	Iteration 17Q: 3 clusters Score -117384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -117384.664062 Penalty: 702.481201
	Iteration 18Q: 3 clusters Score -117384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -117384.960938 Penalty: 702.481201
	Iteration 19Q: 3 clusters Score -117385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -117385.414062 Penalty: 702.481201
	Iteration 20F: 3 clusters Score -117385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -117385.328125 Penalty: 702.481201
	Iteration 21Q: 3 clusters Score -117385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -117385.382812 Penalty: 702.481201
	Iteration 22Q: 3 clusters Score -117385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -117385.898438 Penalty: 702.481201
	Iteration 23Q: 3 clusters Score -117385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -117385.898438 Penalty: 702.481201
	Iteration 24F: 3 clusters Score -117385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8743.941406 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8743.941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8464.502930 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8464.503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8557.426758 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8557.427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8619.959961 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8619.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8641.767578 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -8641.768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8650.242188 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -8650.242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8660.032227 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -8660.032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8663.550781 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -8663.551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8664.717773 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -8664.718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8664.717773 Penalty: 489.150330
	Iteration 8F: 3 clusters Score -8664.718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -116195.601562 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -114453.304688 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114453.3 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -115118.906250 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -115118.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -115248.976562 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -115249 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -115400.398438 Penalty: 707.969543
	Iteration 3F: 3 clusters Score -115400.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -115574.000000 Penalty: 707.969543
	Iteration 4F: 3 clusters Score -115574 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -115720.726562 Penalty: 707.969543
	Iteration 5F: 3 clusters Score -115720.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -115813.375000 Penalty: 707.969543
	Iteration 6Q: 3 clusters Score -115813.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -115849.500000 Penalty: 707.969543
	Iteration 7Q: 3 clusters Score -115849.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -115876.164062 Penalty: 707.969543
	Iteration 8Q: 3 clusters Score -115876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -115891.554688 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -115901.953125 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -115911.015625 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -115912.648438 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -115912.648438 Penalty: 707.969543
	Iteration 13F: 3 clusters Score -115912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Entering Unmasked Estep 
Score: -1440559.500000 Penalty: 466.304871
	Iteration 0F: 2 clusters Score -1440560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1421620.625000 Penalty: 932.609741
	Iteration 0F: 3 clusters Score -1421621 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1430423.125000 Penalty: 932.609741
	Iteration 1F: 3 clusters Score -1430423 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1431479.125000 Penalty: 932.609741
	Iteration 2F: 3 clusters Score -1431479 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1433149.250000 Penalty: 932.609741
	Iteration 3F: 3 clusters Score -1433149 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1435099.875000 Penalty: 932.609741
	Iteration 4F: 3 clusters Score -1435100 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1436631.375000 Penalty: 932.609741
	Iteration 5F: 3 clusters Score -1436631 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1437278.875000 Penalty: 932.609741
	Iteration 6F: 3 clusters Score -1437279 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1437521.125000 Penalty: 932.609741
	Iteration 7Q: 3 clusters Score -1437521 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1437614.250000 Penalty: 932.609741
	Iteration 8Q: 3 clusters Score -1437614 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1437668.375000 Penalty: 932.609741
	Iteration 9Q: 3 clusters Score -1437668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1437706.500000 Penalty: 932.609741
	Iteration 10Q: 3 clusters Score -1437706 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1437728.500000 Penalty: 932.609741
	Iteration 11Q: 3 clusters Score -1437728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1437755.500000 Penalty: 932.609741
	Iteration 12Q: 3 clusters Score -1437756 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1437773.375000 Penalty: 932.609741
	Iteration 13Q: 3 clusters Score -1437773 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1437781.875000 Penalty: 932.609741
	Iteration 14Q: 3 clusters Score -1437782 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1437801.875000 Penalty: 932.609741
	Iteration 15Q: 3 clusters Score -1437802 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1437811.000000 Penalty: 932.609741
	Iteration 16Q: 3 clusters Score -1437811 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1437814.375000 Penalty: 932.609741
	Iteration 17Q: 3 clusters Score -1437814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1437837.625000 Penalty: 932.609741
	Iteration 18Q: 3 clusters Score -1437838 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1437852.125000 Penalty: 932.609741
	Iteration 19Q: 3 clusters Score -1437852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1437864.375000 Penalty: 932.609741
	Iteration 20F: 3 clusters Score -1437864 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1437874.125000 Penalty: 932.609741
	Iteration 21Q: 3 clusters Score -1437874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1437881.875000 Penalty: 932.609741
	Iteration 22Q: 3 clusters Score -1437882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1437892.250000 Penalty: 932.609741
	Iteration 23Q: 3 clusters Score -1437892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1437909.750000 Penalty: 932.609741
	Iteration 24Q: 3 clusters Score -1437910 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1437916.500000 Penalty: 932.609741
	Iteration 25Q: 3 clusters Score -1437916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1437924.625000 Penalty: 932.609741
	Iteration 26Q: 3 clusters Score -1437925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1437930.500000 Penalty: 932.609741
	Iteration 27Q: 3 clusters Score -1437930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1437931.625000 Penalty: 932.609741
	Iteration 28Q: 3 clusters Score -1437932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1437931.250000 Penalty: 932.609741
	Iteration 29Q: 3 clusters Score -1437931 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1437941.500000 Penalty: 932.609741
	Iteration 30Q: 3 clusters Score -1437942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1437953.875000 Penalty: 932.609741
	Iteration 31Q: 3 clusters Score -1437954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1437966.625000 Penalty: 932.609741
	Iteration 32Q: 3 clusters Score -1437967 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1437973.875000 Penalty: 932.609741
	Iteration 33Q: 3 clusters Score -1437974 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1437989.000000 Penalty: 932.609741
	Iteration 34Q: 3 clusters Score -1437989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1437995.625000 Penalty: 932.609741
	Iteration 35Q: 3 clusters Score -1437996 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1438016.375000 Penalty: 932.609741
	Iteration 36Q: 3 clusters Score -1438016 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -1438029.875000 Penalty: 932.609741
	Iteration 37Q: 3 clusters Score -1438030 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1438044.375000 Penalty: 932.609741
	Iteration 38Q: 3 clusters Score -1438044 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1438074.750000 Penalty: 932.609741
	Iteration 39Q: 3 clusters Score -1438075 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1438091.375000 Penalty: 932.609741
	Iteration 40F: 3 clusters Score -1438091 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -1438098.875000 Penalty: 932.609741
	Iteration 41Q: 3 clusters Score -1438099 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -1438126.625000 Penalty: 932.609741
	Iteration 42Q: 3 clusters Score -1438127 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1438145.000000 Penalty: 932.609741
	Iteration 43Q: 3 clusters Score -1438145 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1438161.125000 Penalty: 932.609741
	Iteration 44Q: 3 clusters Score -1438161 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1438172.500000 Penalty: 932.609741
	Iteration 45Q: 3 clusters Score -1438172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1438187.875000 Penalty: 932.609741
	Iteration 46Q: 3 clusters Score -1438188 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1438207.375000 Penalty: 932.609741
	Iteration 47Q: 3 clusters Score -1438207 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -1438233.375000 Penalty: 932.609741
	Iteration 48Q: 3 clusters Score -1438233 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -1438253.000000 Penalty: 932.609741
	Iteration 49Q: 3 clusters Score -1438253 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1438272.000000 Penalty: 932.609741
	Iteration 50Q: 3 clusters Score -1438272 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1438286.875000 Penalty: 932.609741
	Iteration 51Q: 3 clusters Score -1438287 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1438311.125000 Penalty: 932.609741
	Iteration 52Q: 3 clusters Score -1438311 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -1438333.250000 Penalty: 932.609741
	Iteration 53Q: 3 clusters Score -1438333 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -1438358.375000 Penalty: 932.609741
	Iteration 54Q: 3 clusters Score -1438358 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -1438385.375000 Penalty: 932.609741
	Iteration 55Q: 3 clusters Score -1438385 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1438419.500000 Penalty: 932.609741
	Iteration 56Q: 3 clusters Score -1438420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -1438450.000000 Penalty: 932.609741
	Iteration 57Q: 3 clusters Score -1438450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -1438485.500000 Penalty: 932.609741
	Iteration 58Q: 3 clusters Score -1438486 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -1438515.875000 Penalty: 932.609741
	Iteration 59Q: 3 clusters Score -1438516 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -1438559.625000 Penalty: 932.609741
	Iteration 60F: 3 clusters Score -1438560 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -1438604.125000 Penalty: 932.609741
	Iteration 61Q: 3 clusters Score -1438604 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1438659.500000 Penalty: 932.609741
	Iteration 62Q: 3 clusters Score -1438660 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1438720.500000 Penalty: 932.609741
	Iteration 63Q: 3 clusters Score -1438720 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -1438767.750000 Penalty: 932.609741
	Iteration 64Q: 3 clusters Score -1438768 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -1438842.250000 Penalty: 932.609741
	Iteration 65Q: 3 clusters Score -1438842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -1438927.500000 Penalty: 932.609741
	Iteration 66Q: 3 clusters Score -1438928 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -1439009.375000 Penalty: 932.609741
	Iteration 67Q: 3 clusters Score -1439009 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -1439099.250000 Penalty: 932.609741
	Iteration 68Q: 3 clusters Score -1439099 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -1439195.125000 Penalty: 932.609741
	Iteration 69Q: 3 clusters Score -1439195 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -1439282.125000 Penalty: 932.609741
	Iteration 70Q: 3 clusters Score -1439282 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -1439361.250000 Penalty: 932.609741
	Iteration 71Q: 3 clusters Score -1439361 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -1439431.875000 Penalty: 932.609741
	Iteration 72Q: 3 clusters Score -1439432 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -1439478.625000 Penalty: 932.609741
	Iteration 73Q: 3 clusters Score -1439479 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -1439534.875000 Penalty: 932.609741
	Iteration 74Q: 3 clusters Score -1439535 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -1439601.000000 Penalty: 932.609741
	Iteration 75Q: 3 clusters Score -1439601 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -1439653.125000 Penalty: 932.609741
	Iteration 76Q: 3 clusters Score -1439653 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -1439725.500000 Penalty: 932.609741
	Iteration 77Q: 3 clusters Score -1439726 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -1439812.000000 Penalty: 932.609741
	Iteration 78Q: 3 clusters Score -1439812 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -1439880.625000 Penalty: 932.609741
	Iteration 79Q: 3 clusters Score -1439881 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -1439950.875000 Penalty: 932.609741
	Iteration 80F: 3 clusters Score -1439951 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -1440000.625000 Penalty: 932.609741
	Iteration 81Q: 3 clusters Score -1440001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -1440024.250000 Penalty: 932.609741
	Iteration 82Q: 3 clusters Score -1440024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -1440043.750000 Penalty: 932.609741
	Iteration 83Q: 3 clusters Score -1440044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -1440064.625000 Penalty: 932.609741
	Iteration 84Q: 3 clusters Score -1440065 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -1440099.250000 Penalty: 932.609741
	Iteration 85Q: 3 clusters Score -1440099 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -1440122.500000 Penalty: 932.609741
	Iteration 86Q: 3 clusters Score -1440122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1440133.750000 Penalty: 932.609741
	Iteration 87Q: 3 clusters Score -1440134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -1440140.125000 Penalty: 932.609741
	Iteration 88Q: 3 clusters Score -1440140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -1440150.375000 Penalty: 932.609741
	Iteration 89Q: 3 clusters Score -1440150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -1440159.875000 Penalty: 932.609741
	Iteration 90Q: 3 clusters Score -1440160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -1440161.375000 Penalty: 932.609741
	Iteration 91Q: 3 clusters Score -1440161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -1440164.375000 Penalty: 932.609741
	Iteration 92Q: 3 clusters Score -1440164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -1440170.375000 Penalty: 932.609741
	Iteration 93Q: 3 clusters Score -1440170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -1440168.125000 Penalty: 932.609741
	Iteration 94Q: 3 clusters Score -1440168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -1440173.750000 Penalty: 932.609741
	Iteration 95Q: 3 clusters Score -1440174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -1440173.000000 Penalty: 932.609741
	Iteration 96Q: 3 clusters Score -1440173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -1440178.500000 Penalty: 932.609741
	Iteration 97Q: 3 clusters Score -1440178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -1440180.375000 Penalty: 932.609741
	Iteration 98Q: 3 clusters Score -1440180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -1440184.375000 Penalty: 932.609741
	Iteration 99Q: 3 clusters Score -1440184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -1440187.750000 Penalty: 932.609741
	Iteration 100F: 3 clusters Score -1440188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -1440192.125000 Penalty: 932.609741
	Iteration 101Q: 3 clusters Score -1440192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -1440195.750000 Penalty: 932.609741
	Iteration 102Q: 3 clusters Score -1440196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -1440201.375000 Penalty: 932.609741
	Iteration 103Q: 3 clusters Score -1440201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -1440203.125000 Penalty: 932.609741
	Iteration 104Q: 3 clusters Score -1440203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -1440209.000000 Penalty: 932.609741
	Iteration 105Q: 3 clusters Score -1440209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -1440212.375000 Penalty: 932.609741
	Iteration 106Q: 3 clusters Score -1440212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -1440213.625000 Penalty: 932.609741
	Iteration 107Q: 3 clusters Score -1440214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -1440215.500000 Penalty: 932.609741
	Iteration 108Q: 3 clusters Score -1440216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -1440218.125000 Penalty: 932.609741
	Iteration 109Q: 3 clusters Score -1440218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -1440223.125000 Penalty: 932.609741
	Iteration 110Q: 3 clusters Score -1440223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -1440222.250000 Penalty: 932.609741
	Iteration 111Q: 3 clusters Score -1440222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -1440224.000000 Penalty: 932.609741
	Iteration 112Q: 3 clusters Score -1440224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -1440222.375000 Penalty: 932.609741
	Iteration 113Q: 3 clusters Score -1440222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -1440223.625000 Penalty: 932.609741
	Iteration 114Q: 3 clusters Score -1440224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -1440223.875000 Penalty: 932.609741
	Iteration 115Q: 3 clusters Score -1440224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -1440227.250000 Penalty: 932.609741
	Iteration 116Q: 3 clusters Score -1440227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -1440226.500000 Penalty: 932.609741
	Iteration 117Q: 3 clusters Score -1440226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -1440227.500000 Penalty: 932.609741
	Iteration 118Q: 3 clusters Score -1440228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -1440227.750000 Penalty: 932.609741
	Iteration 119Q: 3 clusters Score -1440228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -1440228.250000 Penalty: 932.609741
	Iteration 120F: 3 clusters Score -1440228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -101219.335938 Penalty: 347.296295
	Iteration 0F: 2 clusters Score -101219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -99734.445312 Penalty: 694.592590
	Iteration 0F: 3 clusters Score -99734.45 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -100247.789062 Penalty: 694.592590
	Iteration 1F: 3 clusters Score -100247.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -100318.851562 Penalty: 694.592590
	Iteration 2F: 3 clusters Score -100318.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -100372.640625 Penalty: 694.592590
	Iteration 3Q: 3 clusters Score -100372.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -100414.195312 Penalty: 694.592590
	Iteration 4Q: 3 clusters Score -100414.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -100452.273438 Penalty: 694.592590
	Iteration 5Q: 3 clusters Score -100452.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -100480.023438 Penalty: 694.592590
	Iteration 6Q: 3 clusters Score -100480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -100503.984375 Penalty: 694.592590
	Iteration 7Q: 3 clusters Score -100504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -100528.117188 Penalty: 694.592590
	Iteration 8Q: 3 clusters Score -100528.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -100562.679688 Penalty: 694.592590
	Iteration 9Q: 3 clusters Score -100562.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -100609.046875 Penalty: 694.592590
	Iteration 10Q: 3 clusters Score -100609 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -100663.507812 Penalty: 694.592590
	Iteration 11Q: 3 clusters Score -100663.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -100725.976562 Penalty: 694.592590
	Iteration 12Q: 3 clusters Score -100726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -100785.445312 Penalty: 694.592590
	Iteration 13Q: 3 clusters Score -100785.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -100840.328125 Penalty: 694.592590
	Iteration 14Q: 3 clusters Score -100840.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -100883.320312 Penalty: 694.592590
	Iteration 15Q: 3 clusters Score -100883.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -100913.390625 Penalty: 694.592590
	Iteration 16Q: 3 clusters Score -100913.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -100940.750000 Penalty: 694.592590
	Iteration 17Q: 3 clusters Score -100940.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -100954.156250 Penalty: 694.592590
	Iteration 18Q: 3 clusters Score -100954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -100965.820312 Penalty: 694.592590
	Iteration 19Q: 3 clusters Score -100965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -100973.578125 Penalty: 694.592590
	Iteration 20F: 3 clusters Score -100973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -100976.304688 Penalty: 694.592590
	Iteration 21Q: 3 clusters Score -100976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -100979.359375 Penalty: 694.592590
	Iteration 22Q: 3 clusters Score -100979.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -100979.750000 Penalty: 694.592590
	Iteration 23Q: 3 clusters Score -100979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -100979.750000 Penalty: 694.592590
	Iteration 24F: 3 clusters Score -100979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Entering Unmasked Estep 
Score: -1272299.625000 Penalty: 460.845367
	Iteration 0F: 2 clusters Score -1272300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1255541.375000 Penalty: 921.690735
	Iteration 0F: 3 clusters Score -1255541 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1262734.375000 Penalty: 921.690735
	Iteration 1F: 3 clusters Score -1262734 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1263289.375000 Penalty: 921.690735
	Iteration 2Q: 3 clusters Score -1263289 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1264039.000000 Penalty: 921.690735
	Iteration 3F: 3 clusters Score -1264039 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1265141.875000 Penalty: 921.690735
	Iteration 4F: 3 clusters Score -1265142 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1266654.750000 Penalty: 921.690735
	Iteration 5F: 3 clusters Score -1266655 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1268113.250000 Penalty: 921.690735
	Iteration 6F: 3 clusters Score -1268113 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1268765.500000 Penalty: 921.690735
	Iteration 7Q: 3 clusters Score -1268766 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1269012.000000 Penalty: 921.690735
	Iteration 8Q: 3 clusters Score -1269012 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1269180.250000 Penalty: 921.690735
	Iteration 9Q: 3 clusters Score -1269180 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1269335.375000 Penalty: 921.690735
	Iteration 10Q: 3 clusters Score -1269335 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1269504.750000 Penalty: 921.690735
	Iteration 11Q: 3 clusters Score -1269505 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -1269706.000000 Penalty: 921.690735
	Iteration 12Q: 3 clusters Score -1269706 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -1269890.000000 Penalty: 921.690735
	Iteration 13Q: 3 clusters Score -1269890 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1270059.000000 Penalty: 921.690735
	Iteration 14Q: 3 clusters Score -1270059 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -1270225.250000 Penalty: 921.690735
	Iteration 15Q: 3 clusters Score -1270225 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1270393.125000 Penalty: 921.690735
	Iteration 16Q: 3 clusters Score -1270393 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1270570.125000 Penalty: 921.690735
	Iteration 17Q: 3 clusters Score -1270570 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -1270729.375000 Penalty: 921.690735
	Iteration 18Q: 3 clusters Score -1270729 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -1270888.625000 Penalty: 921.690735
	Iteration 19Q: 3 clusters Score -1270889 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -1271030.500000 Penalty: 921.690735
	Iteration 20F: 3 clusters Score -1271030 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -1271175.000000 Penalty: 921.690735
	Iteration 21Q: 3 clusters Score -1271175 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1271302.250000 Penalty: 921.690735
	Iteration 22Q: 3 clusters Score -1271302 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -1271421.000000 Penalty: 921.690735
	Iteration 23Q: 3 clusters Score -1271421 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -1271521.625000 Penalty: 921.690735
	Iteration 24Q: 3 clusters Score -1271522 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -1271607.125000 Penalty: 921.690735
	Iteration 25Q: 3 clusters Score -1271607 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -1271687.000000 Penalty: 921.690735
	Iteration 26Q: 3 clusters Score -1271687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -1271750.125000 Penalty: 921.690735
	Iteration 27Q: 3 clusters Score -1271750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -1271795.000000 Penalty: 921.690735
	Iteration 28Q: 3 clusters Score -1271795 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -1271818.000000 Penalty: 921.690735
	Iteration 29Q: 3 clusters Score -1271818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -1271846.250000 Penalty: 921.690735
	Iteration 30Q: 3 clusters Score -1271846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -1271863.875000 Penalty: 921.690735
	Iteration 31Q: 3 clusters Score -1271864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -1271882.500000 Penalty: 921.690735
	Iteration 32Q: 3 clusters Score -1271882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -1271897.000000 Penalty: 921.690735
	Iteration 33Q: 3 clusters Score -1271897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -1271909.125000 Penalty: 921.690735
	Iteration 34Q: 3 clusters Score -1271909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -1271916.375000 Penalty: 921.690735
	Iteration 35Q: 3 clusters Score -1271916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -1271924.625000 Penalty: 921.690735
	Iteration 36Q: 3 clusters Score -1271925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -1271929.000000 Penalty: 921.690735
	Iteration 37Q: 3 clusters Score -1271929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -1271933.750000 Penalty: 921.690735
	Iteration 38Q: 3 clusters Score -1271934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -1271937.000000 Penalty: 921.690735
	Iteration 39Q: 3 clusters Score -1271937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -1271941.750000 Penalty: 921.690735
	Iteration 40F: 3 clusters Score -1271942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -1271944.875000 Penalty: 921.690735
	Iteration 41Q: 3 clusters Score -1271945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -1271952.625000 Penalty: 921.690735
	Iteration 42Q: 3 clusters Score -1271953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -1271956.000000 Penalty: 921.690735
	Iteration 43Q: 3 clusters Score -1271956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -1271965.500000 Penalty: 921.690735
	Iteration 44Q: 3 clusters Score -1271966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -1271971.875000 Penalty: 921.690735
	Iteration 45Q: 3 clusters Score -1271972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -1271970.250000 Penalty: 921.690735
	Iteration 46Q: 3 clusters Score -1271970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -1271970.625000 Penalty: 921.690735
	Iteration 47Q: 3 clusters Score -1271971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -1271970.375000 Penalty: 921.690735
	Iteration 48Q: 3 clusters Score -1271970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -1271973.125000 Penalty: 921.690735
	Iteration 49Q: 3 clusters Score -1271973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -1271971.875000 Penalty: 921.690735
	Iteration 50Q: 3 clusters Score -1271972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -1271973.500000 Penalty: 921.690735
	Iteration 51Q: 3 clusters Score -1271974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -1271975.000000 Penalty: 921.690735
	Iteration 52Q: 3 clusters Score -1271975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -1271976.000000 Penalty: 921.690735
	Iteration 53Q: 3 clusters Score -1271976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -1271980.250000 Penalty: 921.690735
	Iteration 54Q: 3 clusters Score -1271980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -1271982.250000 Penalty: 921.690735
	Iteration 55Q: 3 clusters Score -1271982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -1271983.875000 Penalty: 921.690735
	Iteration 56Q: 3 clusters Score -1271984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -1271985.625000 Penalty: 921.690735
	Iteration 57Q: 3 clusters Score -1271986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -1271988.500000 Penalty: 921.690735
	Iteration 58Q: 3 clusters Score -1271988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -1271990.750000 Penalty: 921.690735
	Iteration 59Q: 3 clusters Score -1271991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -1271991.125000 Penalty: 921.690735
	Iteration 60F: 3 clusters Score -1271991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -217438.234375 Penalty: 386.473541
	Iteration 0F: 2 clusters Score -217438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -214114.812500 Penalty: 772.947083
	Iteration 0F: 3 clusters Score -214114.8 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -215353.156250 Penalty: 772.947083
	Iteration 1F: 3 clusters Score -215353.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -215479.265625 Penalty: 772.947083
	Iteration 2F: 3 clusters Score -215479.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -215664.375000 Penalty: 772.947083
	Iteration 3F: 3 clusters Score -215664.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -215884.453125 Penalty: 772.947083
	Iteration 4F: 3 clusters Score -215884.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -216177.187500 Penalty: 772.947083
	Iteration 5F: 3 clusters Score -216177.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -216430.187500 Penalty: 772.947083
	Iteration 6F: 3 clusters Score -216430.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -216591.187500 Penalty: 772.947083
	Iteration 7Q: 3 clusters Score -216591.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -216693.828125 Penalty: 772.947083
	Iteration 8Q: 3 clusters Score -216693.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -216766.609375 Penalty: 772.947083
	Iteration 9Q: 3 clusters Score -216766.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -216813.390625 Penalty: 772.947083
	Iteration 10Q: 3 clusters Score -216813.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -216839.515625 Penalty: 772.947083
	Iteration 11Q: 3 clusters Score -216839.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -216858.703125 Penalty: 772.947083
	Iteration 12Q: 3 clusters Score -216858.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -216872.828125 Penalty: 772.947083
	Iteration 13Q: 3 clusters Score -216872.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -216893.875000 Penalty: 772.947083
	Iteration 14Q: 3 clusters Score -216893.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -216914.406250 Penalty: 772.947083
	Iteration 15Q: 3 clusters Score -216914.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216924.656250 Penalty: 772.947083
	Iteration 16Q: 3 clusters Score -216924.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -216935.015625 Penalty: 772.947083
	Iteration 17Q: 3 clusters Score -216935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -216944.203125 Penalty: 772.947083
	Iteration 18Q: 3 clusters Score -216944.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -216951.328125 Penalty: 772.947083
	Iteration 19Q: 3 clusters Score -216951.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -216958.734375 Penalty: 772.947083
	Iteration 20F: 3 clusters Score -216958.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -216969.281250 Penalty: 772.947083
	Iteration 21Q: 3 clusters Score -216969.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -216975.718750 Penalty: 772.947083
	Iteration 22Q: 3 clusters Score -216975.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -216985.328125 Penalty: 772.947083
	Iteration 23Q: 3 clusters Score -216985.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -216992.984375 Penalty: 772.947083
	Iteration 24Q: 3 clusters Score -216993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -216997.750000 Penalty: 772.947083
	Iteration 25Q: 3 clusters Score -216997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -217002.359375 Penalty: 772.947083
	Iteration 26Q: 3 clusters Score -217002.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -217005.828125 Penalty: 772.947083
	Iteration 27Q: 3 clusters Score -217005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -217007.781250 Penalty: 772.947083
	Iteration 28Q: 3 clusters Score -217007.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -217011.750000 Penalty: 772.947083
	Iteration 29Q: 3 clusters Score -217011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -217014.718750 Penalty: 772.947083
	Iteration 30Q: 3 clusters Score -217014.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -217018.437500 Penalty: 772.947083
	Iteration 31Q: 3 clusters Score -217018.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -217022.140625 Penalty: 772.947083
	Iteration 32Q: 3 clusters Score -217022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -217024.359375 Penalty: 772.947083
	Iteration 33Q: 3 clusters Score -217024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -217025.656250 Penalty: 772.947083
	Iteration 34Q: 3 clusters Score -217025.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -217029.250000 Penalty: 772.947083
	Iteration 35Q: 3 clusters Score -217029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -217030.984375 Penalty: 772.947083
	Iteration 36Q: 3 clusters Score -217031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -217034.500000 Penalty: 772.947083
	Iteration 37Q: 3 clusters Score -217034.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -217039.125000 Penalty: 772.947083
	Iteration 38Q: 3 clusters Score -217039.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -217043.500000 Penalty: 772.947083
	Iteration 39Q: 3 clusters Score -217043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -217045.953125 Penalty: 772.947083
	Iteration 40F: 3 clusters Score -217046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -217048.109375 Penalty: 772.947083
	Iteration 41Q: 3 clusters Score -217048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -217049.984375 Penalty: 772.947083
	Iteration 42Q: 3 clusters Score -217050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -217051.843750 Penalty: 772.947083
	Iteration 43Q: 3 clusters Score -217051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -217056.406250 Penalty: 772.947083
	Iteration 44Q: 3 clusters Score -217056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -217060.296875 Penalty: 772.947083
	Iteration 45Q: 3 clusters Score -217060.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -217063.656250 Penalty: 772.947083
	Iteration 46Q: 3 clusters Score -217063.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -217067.703125 Penalty: 772.947083
	Iteration 47Q: 3 clusters Score -217067.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -217071.562500 Penalty: 772.947083
	Iteration 48Q: 3 clusters Score -217071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -217076.062500 Penalty: 772.947083
	Iteration 49Q: 3 clusters Score -217076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -217079.312500 Penalty: 772.947083
	Iteration 50Q: 3 clusters Score -217079.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -217083.828125 Penalty: 772.947083
	Iteration 51Q: 3 clusters Score -217083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -217086.390625 Penalty: 772.947083
	Iteration 52Q: 3 clusters Score -217086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -217089.343750 Penalty: 772.947083
	Iteration 53Q: 3 clusters Score -217089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -217093.984375 Penalty: 772.947083
	Iteration 54Q: 3 clusters Score -217094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -217095.828125 Penalty: 772.947083
	Iteration 55Q: 3 clusters Score -217095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -217096.390625 Penalty: 772.947083
	Iteration 56Q: 3 clusters Score -217096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -217097.328125 Penalty: 772.947083
	Iteration 57Q: 3 clusters Score -217097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -217097.703125 Penalty: 772.947083
	Iteration 58Q: 3 clusters Score -217097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -217097.906250 Penalty: 772.947083
	Iteration 59Q: 3 clusters Score -217097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -217098.640625 Penalty: 772.947083
	Iteration 60F: 3 clusters Score -217098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -217098.890625 Penalty: 772.947083
	Iteration 61Q: 3 clusters Score -217098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -217098.890625 Penalty: 772.947083
	Iteration 62F: 3 clusters Score -217098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -24859.599609 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -24859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24353.507812 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -24353.51 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24486.478516 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -24486.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24522.158203 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -24522.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24540.998047 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -24541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24551.332031 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -24551.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24559.847656 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -24559.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24562.642578 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -24562.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24567.623047 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -24567.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24573.574219 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -24573.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24574.224609 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -24574.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24575.660156 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -24575.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24576.382812 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -24576.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24577.199219 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -24577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24577.386719 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -24577.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24577.386719 Penalty: 572.364136
	Iteration 14F: 3 clusters Score -24577.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109689 members 
Entering Unmasked Estep 
Score: -5370489.000000 Penalty: 528.045898
	Iteration 0F: 2 clusters Score -5370489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -5296265.000000 Penalty: 1056.091797
	Iteration 0F: 3 clusters Score -5296265 nChanged 53596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -5331149.500000 Penalty: 1056.091797
	Iteration 1F: 3 clusters Score -5331150 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -5334583.500000 Penalty: 1056.091797
	Iteration 2F: 3 clusters Score -5334584 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -5339563.000000 Penalty: 1056.091797
	Iteration 3F: 3 clusters Score -5339563 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -5346071.500000 Penalty: 1056.091797
	Iteration 4F: 3 clusters Score -5346072 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5353261.500000 Penalty: 1056.091797
	Iteration 5F: 3 clusters Score -5353262 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -5359864.500000 Penalty: 1056.091797
	Iteration 6F: 3 clusters Score -5359864 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -5364681.000000 Penalty: 1056.091797
	Iteration 7Q: 3 clusters Score -5364681 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5367647.500000 Penalty: 1056.091797
	Iteration 8Q: 3 clusters Score -5367648 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108905 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5369239.000000 Penalty: 1056.091797
	Iteration 9Q: 3 clusters Score -5369239 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5369842.500000 Penalty: 1056.091797
	Iteration 10Q: 3 clusters Score -5369842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109634 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5369981.500000 Penalty: 1056.091797
	Iteration 11Q: 3 clusters Score -5369982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5369998.000000 Penalty: 1056.091797
	Iteration 12Q: 3 clusters Score -5369998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5370006.000000 Penalty: 1056.091797
	Iteration 13Q: 3 clusters Score -5370006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5370008.000000 Penalty: 1056.091797
	Iteration 14Q: 3 clusters Score -5370008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5370008.000000 Penalty: 1056.091797
	Iteration 15F: 3 clusters Score -5370008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -13841.935547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -13841.94 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 191 members 
Entering Unmasked Estep 
Score: -13452.254883 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -13452.25 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13549.526367 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -13549.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13583.212891 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -13583.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13611.502930 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -13611.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13641.958984 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -13641.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13718.998047 Penalty: 532.550415
	Iteration 5F: 3 clusters Score -13719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13880.219727 Penalty: 532.550415
	Iteration 6F: 3 clusters Score -13880.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13953.457031 Penalty: 532.550415
	Iteration 7F: 3 clusters Score -13953.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14011.222656 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -14011.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14024.927734 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -14024.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14028.026367 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -14028.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14028.026367 Penalty: 532.550415
	Iteration 11F: 3 clusters Score -14028.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 199 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 149 members 
Entering Unmasked Estep 
Score: -28387552.000000 Penalty: 15150.249023
Splitting cluster 12 changes total score from -28387704.000000 to -28387552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -16228.172852 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -16228.17 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 195 members 
Entering Unmasked Estep 
Score: -15811.616211 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -15811.62 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15910.335938 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -15910.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15928.704102 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -15928.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15944.670898 Penalty: 538.128784
	Iteration 3F: 3 clusters Score -15944.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15954.984375 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -15954.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15961.774414 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -15961.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15965.716797 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -15965.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15967.782227 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -15967.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15971.314453 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -15971.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15974.130859 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -15974.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15976.646484 Penalty: 538.128784
	Iteration 10Q: 3 clusters Score -15976.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15979.347656 Penalty: 538.128784
	Iteration 11Q: 3 clusters Score -15979.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15980.791992 Penalty: 538.128784
	Iteration 12Q: 3 clusters Score -15980.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15981.152344 Penalty: 538.128784
	Iteration 13Q: 3 clusters Score -15981.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15981.152344 Penalty: 538.128784
	Iteration 14F: 3 clusters Score -15981.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -54880.093750 Penalty: 323.758972
	Iteration 0F: 2 clusters Score -54880.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -53904.472656 Penalty: 647.517944
	Iteration 0F: 3 clusters Score -53904.47 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -54174.671875 Penalty: 647.517944
	Iteration 1F: 3 clusters Score -54174.67 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -54222.089844 Penalty: 647.517944
	Iteration 2F: 3 clusters Score -54222.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -54269.511719 Penalty: 647.517944
	Iteration 3F: 3 clusters Score -54269.51 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -54312.585938 Penalty: 647.517944
	Iteration 4F: 3 clusters Score -54312.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -54358.335938 Penalty: 647.517944
	Iteration 5Q: 3 clusters Score -54358.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -54387.898438 Penalty: 647.517944
	Iteration 6Q: 3 clusters Score -54387.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -54409.132812 Penalty: 647.517944
	Iteration 7Q: 3 clusters Score -54409.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -54429.125000 Penalty: 647.517944
	Iteration 8Q: 3 clusters Score -54429.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -54449.031250 Penalty: 647.517944
	Iteration 9Q: 3 clusters Score -54449.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -54461.167969 Penalty: 647.517944
	Iteration 10Q: 3 clusters Score -54461.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -54466.582031 Penalty: 647.517944
	Iteration 11Q: 3 clusters Score -54466.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -54473.105469 Penalty: 647.517944
	Iteration 12Q: 3 clusters Score -54473.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -54486.328125 Penalty: 647.517944
	Iteration 13Q: 3 clusters Score -54486.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -54491.632812 Penalty: 647.517944
	Iteration 14Q: 3 clusters Score -54491.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -54493.144531 Penalty: 647.517944
	Iteration 15Q: 3 clusters Score -54493.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -54494.644531 Penalty: 647.517944
	Iteration 16Q: 3 clusters Score -54494.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -54496.371094 Penalty: 647.517944
	Iteration 17Q: 3 clusters Score -54496.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -54499.136719 Penalty: 647.517944
	Iteration 18Q: 3 clusters Score -54499.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -54501.625000 Penalty: 647.517944
	Iteration 19Q: 3 clusters Score -54501.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -54504.121094 Penalty: 647.517944
	Iteration 20F: 3 clusters Score -54504.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -54507.488281 Penalty: 647.517944
	Iteration 21Q: 3 clusters Score -54507.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -54509.289062 Penalty: 647.517944
	Iteration 22Q: 3 clusters Score -54509.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -54511.089844 Penalty: 647.517944
	Iteration 23Q: 3 clusters Score -54511.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -54513.121094 Penalty: 647.517944
	Iteration 24Q: 3 clusters Score -54513.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -54514.843750 Penalty: 647.517944
	Iteration 25Q: 3 clusters Score -54514.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -54516.125000 Penalty: 647.517944
	Iteration 26Q: 3 clusters Score -54516.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -54516.582031 Penalty: 647.517944
	Iteration 27Q: 3 clusters Score -54516.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -54517.398438 Penalty: 647.517944
	Iteration 28Q: 3 clusters Score -54517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -54518.359375 Penalty: 647.517944
	Iteration 29Q: 3 clusters Score -54518.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -54520.296875 Penalty: 647.517944
	Iteration 30Q: 3 clusters Score -54520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -54521.734375 Penalty: 647.517944
	Iteration 31Q: 3 clusters Score -54521.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -54522.796875 Penalty: 647.517944
	Iteration 32Q: 3 clusters Score -54522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -54523.367188 Penalty: 647.517944
	Iteration 33Q: 3 clusters Score -54523.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -54524.609375 Penalty: 647.517944
	Iteration 34Q: 3 clusters Score -54524.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -54525.257812 Penalty: 647.517944
	Iteration 35Q: 3 clusters Score -54525.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -54525.410156 Penalty: 647.517944
	Iteration 36Q: 3 clusters Score -54525.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -54525.625000 Penalty: 647.517944
	Iteration 37Q: 3 clusters Score -54525.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -54526.234375 Penalty: 647.517944
	Iteration 38Q: 3 clusters Score -54526.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54526.335938 Penalty: 647.517944
	Iteration 39Q: 3 clusters Score -54526.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54526.335938 Penalty: 647.517944
	Iteration 40F: 3 clusters Score -54526.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (349094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349094 members 
Entering Unmasked Estep 
Score: -16632341.000000 Penalty: 580.720886
	Iteration 0F: 2 clusters Score -1.663234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -16403732.000000 Penalty: 1161.441772
	Iteration 0F: 3 clusters Score -1.640373e+07 nChanged 172549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197009 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -16510942.000000 Penalty: 1161.441772
	Iteration 1F: 3 clusters Score -1.651094e+07 nChanged 17999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209354 members 
Mstep: Class 2 contains 139740 members 
Entering Unmasked Estep 
Score: -16517770.000000 Penalty: 1161.441772
	Iteration 2F: 3 clusters Score -1.651777e+07 nChanged 22290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226384 members 
Mstep: Class 2 contains 122710 members 
Entering Unmasked Estep 
Score: -16529229.000000 Penalty: 1161.441772
	Iteration 3F: 3 clusters Score -1.652923e+07 nChanged 24963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246939 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -16547608.000000 Penalty: 1161.441772
	Iteration 4F: 3 clusters Score -1.654761e+07 nChanged 24421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266396 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -16568250.000000 Penalty: 1161.441772
	Iteration 5F: 3 clusters Score -1.656825e+07 nChanged 19617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278857 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -16583644.000000 Penalty: 1161.441772
	Iteration 6F: 3 clusters Score -1.658364e+07 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285641 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -16591647.000000 Penalty: 1161.441772
	Iteration 7Q: 3 clusters Score -1.659165e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290185 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -16597746.000000 Penalty: 1161.441772
	Iteration 8Q: 3 clusters Score -1.659775e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295160 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -16602739.000000 Penalty: 1161.441772
	Iteration 9Q: 3 clusters Score -1.660274e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300915 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -16607875.000000 Penalty: 1161.441772
	Iteration 10Q: 3 clusters Score -1.660788e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307467 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -16613321.000000 Penalty: 1161.441772
	Iteration 11Q: 3 clusters Score -1.661332e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315046 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -16618354.000000 Penalty: 1161.441772
	Iteration 12Q: 3 clusters Score -1.661835e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323295 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -16622862.000000 Penalty: 1161.441772
	Iteration 13Q: 3 clusters Score -1.662286e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331548 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -16626933.000000 Penalty: 1161.441772
	Iteration 14Q: 3 clusters Score -1.662693e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338515 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -16629545.000000 Penalty: 1161.441772
	Iteration 15Q: 3 clusters Score -1.662954e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343630 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -16631000.000000 Penalty: 1161.441772
	Iteration 16Q: 3 clusters Score -1.6631e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346671 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -16631496.000000 Penalty: 1161.441772
	Iteration 17Q: 3 clusters Score -1.66315e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348090 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16631668.000000 Penalty: 1161.441772
	Iteration 18Q: 3 clusters Score -1.663167e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348658 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16631746.000000 Penalty: 1161.441772
	Iteration 19Q: 3 clusters Score -1.663175e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348884 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16631768.000000 Penalty: 1161.441772
	Iteration 20F: 3 clusters Score -1.663177e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348955 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16631808.000000 Penalty: 1161.441772
	Iteration 21Q: 3 clusters Score -1.663181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348981 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16631864.000000 Penalty: 1161.441772
	Iteration 22Q: 3 clusters Score -1.663186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348982 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16631884.000000 Penalty: 1161.441772
	Iteration 23Q: 3 clusters Score -1.663188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348987 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16631887.000000 Penalty: 1161.441772
	Iteration 24Q: 3 clusters Score -1.663189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348990 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16631900.000000 Penalty: 1161.441772
	Iteration 25Q: 3 clusters Score -1.66319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348987 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16631901.000000 Penalty: 1161.441772
	Iteration 26Q: 3 clusters Score -1.66319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348983 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16631913.000000 Penalty: 1161.441772
	Iteration 27Q: 3 clusters Score -1.663191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348981 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16631918.000000 Penalty: 1161.441772
	Iteration 28Q: 3 clusters Score -1.663192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348981 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16631925.000000 Penalty: 1161.441772
	Iteration 29Q: 3 clusters Score -1.663192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348979 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16631920.000000 Penalty: 1161.441772
	Iteration 30Q: 3 clusters Score -1.663192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348978 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16631920.000000 Penalty: 1161.441772
	Iteration 31Q: 3 clusters Score -1.663192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348978 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16631920.000000 Penalty: 1161.441772
	Iteration 32F: 3 clusters Score -1.663192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348976 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16631924.000000 Penalty: 1161.441772
	Iteration 33Q: 3 clusters Score -1.663192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348976 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16631917.000000 Penalty: 1161.441772
	Iteration 34Q: 3 clusters Score -1.663192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348974 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16631922.000000 Penalty: 1161.441772
	Iteration 35Q: 3 clusters Score -1.663192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348974 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16631922.000000 Penalty: 1161.441772
	Iteration 36F: 3 clusters Score -1.663192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Entering Unmasked Estep 
Score: -1336244.750000 Penalty: 463.088989
	Iteration 0F: 2 clusters Score -1336245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1318624.250000 Penalty: 926.177979
	Iteration 0F: 3 clusters Score -1318624 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1325811.000000 Penalty: 926.177979
	Iteration 1F: 3 clusters Score -1325811 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1326165.250000 Penalty: 926.177979
	Iteration 2Q: 3 clusters Score -1326165 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1326650.125000 Penalty: 926.177979
	Iteration 3Q: 3 clusters Score -1326650 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1327403.500000 Penalty: 926.177979
	Iteration 4F: 3 clusters Score -1327404 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1328646.125000 Penalty: 926.177979
	Iteration 5F: 3 clusters Score -1328646 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1330343.250000 Penalty: 926.177979
	Iteration 6F: 3 clusters Score -1330343 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1331906.750000 Penalty: 926.177979
	Iteration 7F: 3 clusters Score -1331907 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1332754.250000 Penalty: 926.177979
	Iteration 8F: 3 clusters Score -1332754 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1333088.750000 Penalty: 926.177979
	Iteration 9Q: 3 clusters Score -1333089 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1333231.125000 Penalty: 926.177979
	Iteration 10Q: 3 clusters Score -1333231 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1333345.625000 Penalty: 926.177979
	Iteration 11Q: 3 clusters Score -1333346 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1333446.875000 Penalty: 926.177979
	Iteration 12Q: 3 clusters Score -1333447 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1333537.500000 Penalty: 926.177979
	Iteration 13Q: 3 clusters Score -1333538 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1333636.375000 Penalty: 926.177979
	Iteration 14Q: 3 clusters Score -1333636 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1333722.500000 Penalty: 926.177979
	Iteration 15Q: 3 clusters Score -1333722 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1333814.000000 Penalty: 926.177979
	Iteration 16Q: 3 clusters Score -1333814 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1333885.000000 Penalty: 926.177979
	Iteration 17Q: 3 clusters Score -1333885 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1333946.750000 Penalty: 926.177979
	Iteration 18Q: 3 clusters Score -1333947 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1333990.500000 Penalty: 926.177979
	Iteration 19Q: 3 clusters Score -1333990 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1334037.125000 Penalty: 926.177979
	Iteration 20F: 3 clusters Score -1334037 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1334080.250000 Penalty: 926.177979
	Iteration 21Q: 3 clusters Score -1334080 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1334116.625000 Penalty: 926.177979
	Iteration 22Q: 3 clusters Score -1334117 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1334158.625000 Penalty: 926.177979
	Iteration 23Q: 3 clusters Score -1334159 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1334198.500000 Penalty: 926.177979
	Iteration 24Q: 3 clusters Score -1334198 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1334230.250000 Penalty: 926.177979
	Iteration 25Q: 3 clusters Score -1334230 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1334276.250000 Penalty: 926.177979
	Iteration 26Q: 3 clusters Score -1334276 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1334319.250000 Penalty: 926.177979
	Iteration 27Q: 3 clusters Score -1334319 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1334362.000000 Penalty: 926.177979
	Iteration 28Q: 3 clusters Score -1334362 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1334394.500000 Penalty: 926.177979
	Iteration 29Q: 3 clusters Score -1334394 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1334440.375000 Penalty: 926.177979
	Iteration 30Q: 3 clusters Score -1334440 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1334479.625000 Penalty: 926.177979
	Iteration 31Q: 3 clusters Score -1334480 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1334522.000000 Penalty: 926.177979
	Iteration 32Q: 3 clusters Score -1334522 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1334570.250000 Penalty: 926.177979
	Iteration 33Q: 3 clusters Score -1334570 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1334617.375000 Penalty: 926.177979
	Iteration 34Q: 3 clusters Score -1334617 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1334660.250000 Penalty: 926.177979
	Iteration 35Q: 3 clusters Score -1334660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1334704.625000 Penalty: 926.177979
	Iteration 36Q: 3 clusters Score -1334705 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1334731.125000 Penalty: 926.177979
	Iteration 37Q: 3 clusters Score -1334731 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1334781.750000 Penalty: 926.177979
	Iteration 38Q: 3 clusters Score -1334782 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1334835.250000 Penalty: 926.177979
	Iteration 39Q: 3 clusters Score -1334835 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1334896.125000 Penalty: 926.177979
	Iteration 40F: 3 clusters Score -1334896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1334954.125000 Penalty: 926.177979
	Iteration 41Q: 3 clusters Score -1334954 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1335010.625000 Penalty: 926.177979
	Iteration 42Q: 3 clusters Score -1335011 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1335058.250000 Penalty: 926.177979
	Iteration 43Q: 3 clusters Score -1335058 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1335106.500000 Penalty: 926.177979
	Iteration 44Q: 3 clusters Score -1335106 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1335146.750000 Penalty: 926.177979
	Iteration 45Q: 3 clusters Score -1335147 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1335193.625000 Penalty: 926.177979
	Iteration 46Q: 3 clusters Score -1335194 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1335235.125000 Penalty: 926.177979
	Iteration 47Q: 3 clusters Score -1335235 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1335275.625000 Penalty: 926.177979
	Iteration 48Q: 3 clusters Score -1335276 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1335315.000000 Penalty: 926.177979
	Iteration 49Q: 3 clusters Score -1335315 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1335361.000000 Penalty: 926.177979
	Iteration 50Q: 3 clusters Score -1335361 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1335402.125000 Penalty: 926.177979
	Iteration 51Q: 3 clusters Score -1335402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1335445.750000 Penalty: 926.177979
	Iteration 52Q: 3 clusters Score -1335446 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1335479.500000 Penalty: 926.177979
	Iteration 53Q: 3 clusters Score -1335480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1335504.000000 Penalty: 926.177979
	Iteration 54Q: 3 clusters Score -1335504 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1335532.625000 Penalty: 926.177979
	Iteration 55Q: 3 clusters Score -1335533 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1335560.125000 Penalty: 926.177979
	Iteration 56Q: 3 clusters Score -1335560 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1335595.375000 Penalty: 926.177979
	Iteration 57Q: 3 clusters Score -1335595 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1335621.375000 Penalty: 926.177979
	Iteration 58Q: 3 clusters Score -1335621 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1335651.000000 Penalty: 926.177979
	Iteration 59Q: 3 clusters Score -1335651 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1335683.500000 Penalty: 926.177979
	Iteration 60F: 3 clusters Score -1335684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1335703.875000 Penalty: 926.177979
	Iteration 61Q: 3 clusters Score -1335704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1335723.750000 Penalty: 926.177979
	Iteration 62Q: 3 clusters Score -1335724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1335748.000000 Penalty: 926.177979
	Iteration 63Q: 3 clusters Score -1335748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1335770.125000 Penalty: 926.177979
	Iteration 64Q: 3 clusters Score -1335770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1335792.625000 Penalty: 926.177979
	Iteration 65Q: 3 clusters Score -1335793 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1335813.000000 Penalty: 926.177979
	Iteration 66Q: 3 clusters Score -1335813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1335822.625000 Penalty: 926.177979
	Iteration 67Q: 3 clusters Score -1335823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1335828.875000 Penalty: 926.177979
	Iteration 68Q: 3 clusters Score -1335829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1335833.625000 Penalty: 926.177979
	Iteration 69Q: 3 clusters Score -1335834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1335845.125000 Penalty: 926.177979
	Iteration 70Q: 3 clusters Score -1335845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1335859.000000 Penalty: 926.177979
	Iteration 71Q: 3 clusters Score -1335859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1335861.875000 Penalty: 926.177979
	Iteration 72Q: 3 clusters Score -1335862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1335871.375000 Penalty: 926.177979
	Iteration 73Q: 3 clusters Score -1335871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1335876.500000 Penalty: 926.177979
	Iteration 74Q: 3 clusters Score -1335876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1335875.000000 Penalty: 926.177979
	Iteration 75Q: 3 clusters Score -1335875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1335882.000000 Penalty: 926.177979
	Iteration 76Q: 3 clusters Score -1335882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1335885.625000 Penalty: 926.177979
	Iteration 77Q: 3 clusters Score -1335886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1335888.500000 Penalty: 926.177979
	Iteration 78Q: 3 clusters Score -1335888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1335887.750000 Penalty: 926.177979
	Iteration 79Q: 3 clusters Score -1335888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1335890.500000 Penalty: 926.177979
	Iteration 80F: 3 clusters Score -1335890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1335895.000000 Penalty: 926.177979
	Iteration 81Q: 3 clusters Score -1335895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1335901.375000 Penalty: 926.177979
	Iteration 82Q: 3 clusters Score -1335901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1335906.500000 Penalty: 926.177979
	Iteration 83Q: 3 clusters Score -1335906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1335913.500000 Penalty: 926.177979
	Iteration 84Q: 3 clusters Score -1335914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1335921.375000 Penalty: 926.177979
	Iteration 85Q: 3 clusters Score -1335921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1335923.750000 Penalty: 926.177979
	Iteration 86Q: 3 clusters Score -1335924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1335928.375000 Penalty: 926.177979
	Iteration 87Q: 3 clusters Score -1335928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1335934.125000 Penalty: 926.177979
	Iteration 88Q: 3 clusters Score -1335934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1335937.500000 Penalty: 926.177979
	Iteration 89Q: 3 clusters Score -1335938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1335943.625000 Penalty: 926.177979
	Iteration 90Q: 3 clusters Score -1335944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1335941.125000 Penalty: 926.177979
	Iteration 91Q: 3 clusters Score -1335941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1335945.500000 Penalty: 926.177979
	Iteration 92Q: 3 clusters Score -1335946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1335949.500000 Penalty: 926.177979
	Iteration 93Q: 3 clusters Score -1335950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1335949.875000 Penalty: 926.177979
	Iteration 94Q: 3 clusters Score -1335950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1335950.625000 Penalty: 926.177979
	Iteration 95Q: 3 clusters Score -1335951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1335951.250000 Penalty: 926.177979
	Iteration 96Q: 3 clusters Score -1335951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1335953.250000 Penalty: 926.177979
	Iteration 97Q: 3 clusters Score -1335953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1335954.125000 Penalty: 926.177979
	Iteration 98Q: 3 clusters Score -1335954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1335954.875000 Penalty: 926.177979
	Iteration 99Q: 3 clusters Score -1335955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1335955.125000 Penalty: 926.177979
	Iteration 100F: 3 clusters Score -1335955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1335955.250000 Penalty: 926.177979
	Iteration 101Q: 3 clusters Score -1335955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1335955.250000 Penalty: 926.177979
	Iteration 102F: 3 clusters Score -1335955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Entering Unmasked Estep 
Score: -2139712.500000 Penalty: 489.297363
	Iteration 0F: 2 clusters Score -2139712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2108236.500000 Penalty: 978.594727
	Iteration 0F: 3 clusters Score -2108236 nChanged 22646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -2121442.250000 Penalty: 978.594727
	Iteration 1F: 3 clusters Score -2121442 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2122127.250000 Penalty: 978.594727
	Iteration 2Q: 3 clusters Score -2122127 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2123439.000000 Penalty: 978.594727
	Iteration 3F: 3 clusters Score -2123439 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2125627.500000 Penalty: 978.594727
	Iteration 4F: 3 clusters Score -2125628 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -2128696.750000 Penalty: 978.594727
	Iteration 5F: 3 clusters Score -2128697 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -2131867.250000 Penalty: 978.594727
	Iteration 6F: 3 clusters Score -2131867 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -2134333.750000 Penalty: 978.594727
	Iteration 7F: 3 clusters Score -2134334 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -2136127.000000 Penalty: 978.594727
	Iteration 8Q: 3 clusters Score -2136127 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -2137258.250000 Penalty: 978.594727
	Iteration 9Q: 3 clusters Score -2137258 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -2138027.000000 Penalty: 978.594727
	Iteration 10Q: 3 clusters Score -2138027 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -2138537.750000 Penalty: 978.594727
	Iteration 11Q: 3 clusters Score -2138538 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -2138877.500000 Penalty: 978.594727
	Iteration 12Q: 3 clusters Score -2138878 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -2139081.750000 Penalty: 978.594727
	Iteration 13Q: 3 clusters Score -2139082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -2139194.000000 Penalty: 978.594727
	Iteration 14Q: 3 clusters Score -2139194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -2139271.250000 Penalty: 978.594727
	Iteration 15Q: 3 clusters Score -2139271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -2139317.000000 Penalty: 978.594727
	Iteration 16Q: 3 clusters Score -2139317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -2139332.250000 Penalty: 978.594727
	Iteration 17Q: 3 clusters Score -2139332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -2139337.750000 Penalty: 978.594727
	Iteration 18Q: 3 clusters Score -2139338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -2139346.250000 Penalty: 978.594727
	Iteration 19Q: 3 clusters Score -2139346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -2139355.500000 Penalty: 978.594727
	Iteration 20F: 3 clusters Score -2139356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -2139357.500000 Penalty: 978.594727
	Iteration 21Q: 3 clusters Score -2139358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -2139360.250000 Penalty: 978.594727
	Iteration 22Q: 3 clusters Score -2139360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -2139362.750000 Penalty: 978.594727
	Iteration 23Q: 3 clusters Score -2139363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -2139363.250000 Penalty: 978.594727
	Iteration 24Q: 3 clusters Score -2139363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -2139364.500000 Penalty: 978.594727
	Iteration 25Q: 3 clusters Score -2139364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -2139371.250000 Penalty: 978.594727
	Iteration 26Q: 3 clusters Score -2139371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -2139373.750000 Penalty: 978.594727
	Iteration 27Q: 3 clusters Score -2139374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -2139374.000000 Penalty: 978.594727
	Iteration 28Q: 3 clusters Score -2139374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -2139376.250000 Penalty: 978.594727
	Iteration 29Q: 3 clusters Score -2139376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -2139379.250000 Penalty: 978.594727
	Iteration 30Q: 3 clusters Score -2139379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -2139380.000000 Penalty: 978.594727
	Iteration 31Q: 3 clusters Score -2139380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -2139381.000000 Penalty: 978.594727
	Iteration 32Q: 3 clusters Score -2139381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -2139382.500000 Penalty: 978.594727
	Iteration 33Q: 3 clusters Score -2139382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -2139382.750000 Penalty: 978.594727
	Iteration 34F: 3 clusters Score -2139383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -2139382.500000 Penalty: 978.594727
	Iteration 35Q: 3 clusters Score -2139382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -2139382.500000 Penalty: 978.594727
	Iteration 36Q: 3 clusters Score -2139382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -2139384.000000 Penalty: 978.594727
	Iteration 37Q: 3 clusters Score -2139384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -2139386.250000 Penalty: 978.594727
	Iteration 38Q: 3 clusters Score -2139386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -2139384.750000 Penalty: 978.594727
	Iteration 39Q: 3 clusters Score -2139385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -2139386.500000 Penalty: 978.594727
	Iteration 40F: 3 clusters Score -2139386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -2139388.250000 Penalty: 978.594727
	Iteration 41Q: 3 clusters Score -2139388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -2139388.250000 Penalty: 978.594727
	Iteration 42F: 3 clusters Score -2139388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -150410.171875 Penalty: 363.231018
	Iteration 0F: 2 clusters Score -150410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -148353.968750 Penalty: 726.462036
	Iteration 0F: 3 clusters Score -148354 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -149035.515625 Penalty: 726.462036
	Iteration 1F: 3 clusters Score -149035.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -149141.515625 Penalty: 726.462036
	Iteration 2F: 3 clusters Score -149141.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -149227.828125 Penalty: 726.462036
	Iteration 3F: 3 clusters Score -149227.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -149342.687500 Penalty: 726.462036
	Iteration 4F: 3 clusters Score -149342.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -149462.781250 Penalty: 726.462036
	Iteration 5F: 3 clusters Score -149462.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -149575.234375 Penalty: 726.462036
	Iteration 6Q: 3 clusters Score -149575.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -149662.312500 Penalty: 726.462036
	Iteration 7Q: 3 clusters Score -149662.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -149721.375000 Penalty: 726.462036
	Iteration 8Q: 3 clusters Score -149721.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -149773.515625 Penalty: 726.462036
	Iteration 9Q: 3 clusters Score -149773.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -149815.734375 Penalty: 726.462036
	Iteration 10Q: 3 clusters Score -149815.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -149866.812500 Penalty: 726.462036
	Iteration 11Q: 3 clusters Score -149866.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -149910.250000 Penalty: 726.462036
	Iteration 12Q: 3 clusters Score -149910.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -149945.015625 Penalty: 726.462036
	Iteration 13Q: 3 clusters Score -149945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -149976.968750 Penalty: 726.462036
	Iteration 14Q: 3 clusters Score -149977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -150015.125000 Penalty: 726.462036
	Iteration 15Q: 3 clusters Score -150015.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -150048.875000 Penalty: 726.462036
	Iteration 16Q: 3 clusters Score -150048.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -150080.687500 Penalty: 726.462036
	Iteration 17Q: 3 clusters Score -150080.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -150097.734375 Penalty: 726.462036
	Iteration 18Q: 3 clusters Score -150097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -150108.500000 Penalty: 726.462036
	Iteration 19Q: 3 clusters Score -150108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -150114.843750 Penalty: 726.462036
	Iteration 20F: 3 clusters Score -150114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -150118.906250 Penalty: 726.462036
	Iteration 21Q: 3 clusters Score -150118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -150119.640625 Penalty: 726.462036
	Iteration 22Q: 3 clusters Score -150119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -150120.437500 Penalty: 726.462036
	Iteration 23Q: 3 clusters Score -150120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -150122.437500 Penalty: 726.462036
	Iteration 24Q: 3 clusters Score -150122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -150123.328125 Penalty: 726.462036
	Iteration 25Q: 3 clusters Score -150123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -150125.281250 Penalty: 726.462036
	Iteration 26Q: 3 clusters Score -150125.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -150125.656250 Penalty: 726.462036
	Iteration 27Q: 3 clusters Score -150125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -150126.687500 Penalty: 726.462036
	Iteration 28Q: 3 clusters Score -150126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -150127.578125 Penalty: 726.462036
	Iteration 29Q: 3 clusters Score -150127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -150127.578125 Penalty: 726.462036
	Iteration 30F: 3 clusters Score -150127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -125258.195312 Penalty: 361.538879
	Iteration 0F: 2 clusters Score -125258.2 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 1395 members 
Entering Unmasked Estep 
Score: -123266.304688 Penalty: 723.077759
	Iteration 0F: 3 clusters Score -123266.3 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -124040.304688 Penalty: 723.077759
	Iteration 1F: 3 clusters Score -124040.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -124170.179688 Penalty: 723.077759
	Iteration 2F: 3 clusters Score -124170.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -124252.750000 Penalty: 723.077759
	Iteration 3F: 3 clusters Score -124252.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -124317.789062 Penalty: 723.077759
	Iteration 4Q: 3 clusters Score -124317.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -124364.031250 Penalty: 723.077759
	Iteration 5Q: 3 clusters Score -124364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -124403.757812 Penalty: 723.077759
	Iteration 6Q: 3 clusters Score -124403.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -124449.367188 Penalty: 723.077759
	Iteration 7Q: 3 clusters Score -124449.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -124487.125000 Penalty: 723.077759
	Iteration 8Q: 3 clusters Score -124487.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -124525.984375 Penalty: 723.077759
	Iteration 9Q: 3 clusters Score -124526 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -124567.398438 Penalty: 723.077759
	Iteration 10Q: 3 clusters Score -124567.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -124603.390625 Penalty: 723.077759
	Iteration 11Q: 3 clusters Score -124603.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -124639.898438 Penalty: 723.077759
	Iteration 12Q: 3 clusters Score -124639.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -124677.273438 Penalty: 723.077759
	Iteration 13Q: 3 clusters Score -124677.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -124712.289062 Penalty: 723.077759
	Iteration 14Q: 3 clusters Score -124712.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -124746.085938 Penalty: 723.077759
	Iteration 15Q: 3 clusters Score -124746.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -124783.687500 Penalty: 723.077759
	Iteration 16Q: 3 clusters Score -124783.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -124834.500000 Penalty: 723.077759
	Iteration 17Q: 3 clusters Score -124834.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -124883.453125 Penalty: 723.077759
	Iteration 18Q: 3 clusters Score -124883.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -124929.125000 Penalty: 723.077759
	Iteration 19Q: 3 clusters Score -124929.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -124981.289062 Penalty: 723.077759
	Iteration 20F: 3 clusters Score -124981.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -125031.117188 Penalty: 723.077759
	Iteration 21Q: 3 clusters Score -125031.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -125073.992188 Penalty: 723.077759
	Iteration 22Q: 3 clusters Score -125074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -125101.937500 Penalty: 723.077759
	Iteration 23Q: 3 clusters Score -125101.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -125123.546875 Penalty: 723.077759
	Iteration 24Q: 3 clusters Score -125123.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -125136.640625 Penalty: 723.077759
	Iteration 25Q: 3 clusters Score -125136.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -125149.289062 Penalty: 723.077759
	Iteration 26Q: 3 clusters Score -125149.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -125160.187500 Penalty: 723.077759
	Iteration 27Q: 3 clusters Score -125160.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -125171.164062 Penalty: 723.077759
	Iteration 28Q: 3 clusters Score -125171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -125177.273438 Penalty: 723.077759
	Iteration 29Q: 3 clusters Score -125177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -125180.328125 Penalty: 723.077759
	Iteration 30Q: 3 clusters Score -125180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -125181.390625 Penalty: 723.077759
	Iteration 31Q: 3 clusters Score -125181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -125182.031250 Penalty: 723.077759
	Iteration 32Q: 3 clusters Score -125182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -125182.031250 Penalty: 723.077759
	Iteration 33F: 3 clusters Score -125182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -23530.236328 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -23530.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23006.046875 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -23006.05 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23178.796875 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -23178.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23245.544922 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -23245.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23288.490234 Penalty: 577.771667
	Iteration 3F: 3 clusters Score -23288.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23310.826172 Penalty: 577.771667
	Iteration 4Q: 3 clusters Score -23310.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23324.351562 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -23324.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23331.632812 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -23331.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23339.939453 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -23339.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23351.601562 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -23351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23366.513672 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -23366.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23387.886719 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -23387.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23427.763672 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -23427.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23461.822266 Penalty: 577.771667
	Iteration 12Q: 3 clusters Score -23461.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23502.539062 Penalty: 577.771667
	Iteration 13Q: 3 clusters Score -23502.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23515.220703 Penalty: 577.771667
	Iteration 14Q: 3 clusters Score -23515.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23517.115234 Penalty: 577.771667
	Iteration 15Q: 3 clusters Score -23517.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23523.121094 Penalty: 577.771667
	Iteration 16Q: 3 clusters Score -23523.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23523.121094 Penalty: 577.771667
	Iteration 17F: 3 clusters Score -23523.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -9669.592773 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -9669.593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9349.021484 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -9349.021 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9436.677734 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -9436.678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9460.924805 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -9460.925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9479.077148 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -9479.077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9494.009766 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -9494.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9495.969727 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -9495.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9496.492188 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -9496.492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9497.961914 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -9497.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9498.768555 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -9498.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9498.768555 Penalty: 504.611145
	Iteration 9F: 3 clusters Score -9498.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -14052.970703 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -14052.97 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 161 members 
Entering Unmasked Estep 
Score: -13703.061523 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -13703.06 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13800.566406 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -13800.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13822.096680 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -13822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13831.660156 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -13831.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13838.318359 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -13838.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13851.157227 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -13851.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13857.933594 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -13857.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13865.075195 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -13865.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13879.962891 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -13879.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13891.111328 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -13891.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13895.502930 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -13895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13900.598633 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -13900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13903.962891 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -13903.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13906.928711 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -13906.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13908.025391 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -13908.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13909.067383 Penalty: 526.047668
	Iteration 15Q: 3 clusters Score -13909.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13909.844727 Penalty: 526.047668
	Iteration 16Q: 3 clusters Score -13909.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13914.275391 Penalty: 526.047668
	Iteration 17Q: 3 clusters Score -13914.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13916.862305 Penalty: 526.047668
	Iteration 18Q: 3 clusters Score -13916.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13924.148438 Penalty: 526.047668
	Iteration 19Q: 3 clusters Score -13924.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13932.717773 Penalty: 526.047668
	Iteration 20F: 3 clusters Score -13932.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13951.109375 Penalty: 526.047668
	Iteration 21Q: 3 clusters Score -13951.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13957.937500 Penalty: 526.047668
	Iteration 22Q: 3 clusters Score -13957.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13961.536133 Penalty: 526.047668
	Iteration 23Q: 3 clusters Score -13961.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13968.009766 Penalty: 526.047668
	Iteration 24Q: 3 clusters Score -13968.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13980.847656 Penalty: 526.047668
	Iteration 25Q: 3 clusters Score -13980.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13995.213867 Penalty: 526.047668
	Iteration 26Q: 3 clusters Score -13995.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14001.447266 Penalty: 526.047668
	Iteration 27Q: 3 clusters Score -14001.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14001.447266 Penalty: 526.047668
	Iteration 28F: 3 clusters Score -14001.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -33060.058594 Penalty: 306.477997
	Iteration 0F: 2 clusters Score -33060.06 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 410 members 
Entering Unmasked Estep 
Score: -32354.351562 Penalty: 612.955994
	Iteration 0F: 3 clusters Score -32354.35 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -32614.748047 Penalty: 612.955994
	Iteration 1F: 3 clusters Score -32614.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32772.675781 Penalty: 612.955994
	Iteration 2F: 3 clusters Score -32772.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32863.375000 Penalty: 612.955994
	Iteration 3F: 3 clusters Score -32863.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -32930.425781 Penalty: 612.955994
	Iteration 4F: 3 clusters Score -32930.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32988.882812 Penalty: 612.955994
	Iteration 5Q: 3 clusters Score -32988.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33080.375000 Penalty: 612.955994
	Iteration 6Q: 3 clusters Score -33080.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33171.714844 Penalty: 612.955994
	Iteration 7Q: 3 clusters Score -33171.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33250.539062 Penalty: 612.955994
	Iteration 8Q: 3 clusters Score -33250.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33285.667969 Penalty: 612.955994
	Iteration 9Q: 3 clusters Score -33285.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33311.757812 Penalty: 612.955994
	Iteration 10Q: 3 clusters Score -33311.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33338.980469 Penalty: 612.955994
	Iteration 11Q: 3 clusters Score -33338.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33361.515625 Penalty: 612.955994
	Iteration 12Q: 3 clusters Score -33361.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33374.062500 Penalty: 612.955994
	Iteration 13Q: 3 clusters Score -33374.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33401.726562 Penalty: 612.955994
	Iteration 14Q: 3 clusters Score -33401.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33408.074219 Penalty: 612.955994
	Iteration 15Q: 3 clusters Score -33408.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33408.074219 Penalty: 612.955994
	Iteration 16F: 3 clusters Score -33408.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 299 members 
Entering Unmasked Estep 
Score: -28387758.000000 Penalty: 15150.249023
Splitting cluster 23 changes total score from -28387704.000000 to -28387758.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 24 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -22209.890625 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -22209.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21702.962891 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -21702.96 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21803.160156 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -21803.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21822.888672 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -21822.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21835.775391 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -21835.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21844.367188 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -21844.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21849.046875 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -21849.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21857.472656 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -21857.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21862.970703 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -21862.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21870.441406 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -21870.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21879.269531 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -21879.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21884.945312 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -21884.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21888.388672 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -21888.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21892.007812 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -21892.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21896.613281 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -21896.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21898.416016 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -21898.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21904.480469 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -21904.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21916.281250 Penalty: 569.098450
	Iteration 16Q: 3 clusters Score -21916.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21923.775391 Penalty: 569.098450
	Iteration 17Q: 3 clusters Score -21923.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21924.695312 Penalty: 569.098450
	Iteration 18Q: 3 clusters Score -21924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21925.121094 Penalty: 569.098450
	Iteration 19Q: 3 clusters Score -21925.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21925.328125 Penalty: 569.098450
	Iteration 20F: 3 clusters Score -21925.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 370 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387762.000000 Penalty: 15150.249023
Iteration 189F: 26 clusters Score -2.838776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 539 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387770.000000 Penalty: 15150.249023
Iteration 190Q: 26 clusters Score -2.838777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 536 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387784.000000 Penalty: 15150.249023
Iteration 191Q: 26 clusters Score -2.838778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387782.000000 Penalty: 15150.249023
Iteration 192Q: 26 clusters Score -2.838778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387782.000000 Penalty: 15150.249023
Iteration 193F: 26 clusters Score -2.838778e+07 nChanged 0
Entering ConstructFrom: 
Score: -28387782.000000 Penalty: 15150.249023
Entering ConstructFrom: 
Trying to split cluster 1 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -5402.193359 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -5402.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5204.633789 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5204.634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5292.694824 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -5292.695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5325.505859 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -5325.506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5325.505859 Penalty: 450.337158
	Iteration 3F: 3 clusters Score -5325.506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -33020.726562 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -33020.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32401.328125 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -32401.33 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32527.695312 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -32527.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -32573.335938 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -32573.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32605.242188 Penalty: 591.753906
	Iteration 3F: 3 clusters Score -32605.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32626.433594 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -32626.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32638.982422 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -32638.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32650.728516 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -32650.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32657.064453 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -32657.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32672.990234 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -32672.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32682.701172 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -32682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32685.542969 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -32685.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32688.382812 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -32688.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32690.638672 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -32690.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32691.820312 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -32691.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32695.177734 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -32695.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32700.574219 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -32700.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32705.603516 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -32705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32714.671875 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -32714.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32716.386719 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -32716.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32717.480469 Penalty: 591.753906
	Iteration 19Q: 3 clusters Score -32717.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32720.964844 Penalty: 591.753906
	Iteration 20F: 3 clusters Score -32720.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32726.949219 Penalty: 591.753906
	Iteration 21Q: 3 clusters Score -32726.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32732.564453 Penalty: 591.753906
	Iteration 22Q: 3 clusters Score -32732.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32734.001953 Penalty: 591.753906
	Iteration 23Q: 3 clusters Score -32734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32734.244141 Penalty: 591.753906
	Iteration 24Q: 3 clusters Score -32734.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32734.683594 Penalty: 591.753906
	Iteration 25Q: 3 clusters Score -32734.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32734.683594 Penalty: 591.753906
	Iteration 26F: 3 clusters Score -32734.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -117730.679688 Penalty: 351.240601
	Iteration 0F: 2 clusters Score -117730.7 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 1105 members 
Entering Unmasked Estep 
Score: -116096.242188 Penalty: 702.481201
	Iteration 0F: 3 clusters Score -116096.2 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -116601.210938 Penalty: 702.481201
	Iteration 1F: 3 clusters Score -116601.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -116668.625000 Penalty: 702.481201
	Iteration 2F: 3 clusters Score -116668.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -116730.429688 Penalty: 702.481201
	Iteration 3F: 3 clusters Score -116730.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -116784.929688 Penalty: 702.481201
	Iteration 4F: 3 clusters Score -116784.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -116845.835938 Penalty: 702.481201
	Iteration 5Q: 3 clusters Score -116845.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -116913.007812 Penalty: 702.481201
	Iteration 6Q: 3 clusters Score -116913 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117002.609375 Penalty: 702.481201
	Iteration 7F: 3 clusters Score -117002.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117119.453125 Penalty: 702.481201
	Iteration 8F: 3 clusters Score -117119.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117212.687500 Penalty: 702.481201
	Iteration 9F: 3 clusters Score -117212.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117268.523438 Penalty: 702.481201
	Iteration 10Q: 3 clusters Score -117268.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117318.906250 Penalty: 702.481201
	Iteration 11Q: 3 clusters Score -117318.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -117354.414062 Penalty: 702.481201
	Iteration 12Q: 3 clusters Score -117354.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -117381.195312 Penalty: 702.481201
	Iteration 13Q: 3 clusters Score -117381.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -117393.492188 Penalty: 702.481201
	Iteration 14Q: 3 clusters Score -117393.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -117398.898438 Penalty: 702.481201
	Iteration 15Q: 3 clusters Score -117398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -117401.796875 Penalty: 702.481201
	Iteration 16Q: 3 clusters Score -117401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -117403.976562 Penalty: 702.481201
	Iteration 17Q: 3 clusters Score -117404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -117405.125000 Penalty: 702.481201
	Iteration 18Q: 3 clusters Score -117405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -117406.375000 Penalty: 702.481201
	Iteration 19Q: 3 clusters Score -117406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -117406.507812 Penalty: 702.481201
	Iteration 20F: 3 clusters Score -117406.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -117407.546875 Penalty: 702.481201
	Iteration 21Q: 3 clusters Score -117407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -117407.921875 Penalty: 702.481201
	Iteration 22Q: 3 clusters Score -117407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -117408.343750 Penalty: 702.481201
	Iteration 23Q: 3 clusters Score -117408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -117408.812500 Penalty: 702.481201
	Iteration 24Q: 3 clusters Score -117408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -117409.023438 Penalty: 702.481201
	Iteration 25Q: 3 clusters Score -117409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -117409.296875 Penalty: 702.481201
	Iteration 26Q: 3 clusters Score -117409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -117409.296875 Penalty: 702.481201
	Iteration 27F: 3 clusters Score -117409.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8743.941406 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8743.941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8471.150391 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8471.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8598.770508 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8598.771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8639.681641 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8639.682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8661.962891 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -8661.963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8667.665039 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -8667.665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8667.665039 Penalty: 489.150330
	Iteration 5F: 3 clusters Score -8667.665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -116195.601562 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -114495.054688 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114495.1 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -115059.914062 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -115059.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -115110.882812 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -115110.9 nChanged 116
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: -115162.093750 Penalty: 707.969543
	Iteration 3Q: 3 clusters Score -115162.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -115215.242188 Penalty: 707.969543
	Iteration 4Q: 3 clusters Score -115215.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -115264.226562 Penalty: 707.969543
	Iteration 5Q: 3 clusters Score -115264.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -115308.359375 Penalty: 707.969543
	Iteration 6Q: 3 clusters Score -115308.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -115349.773438 Penalty: 707.969543
	Iteration 7Q: 3 clusters Score -115349.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -115398.617188 Penalty: 707.969543
	Iteration 8Q: 3 clusters Score -115398.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -115449.390625 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115449.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -115491.335938 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115491.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -115518.062500 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115518.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115541.578125 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115541.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -115554.304688 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -115554.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -115562.210938 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -115562.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115568.812500 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -115568.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -115574.093750 Penalty: 707.969543
	Iteration 16Q: 3 clusters Score -115574.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -115582.398438 Penalty: 707.969543
	Iteration 17Q: 3 clusters Score -115582.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -115591.929688 Penalty: 707.969543
	Iteration 18Q: 3 clusters Score -115591.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115608.257812 Penalty: 707.969543
	Iteration 19Q: 3 clusters Score -115608.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115632.992188 Penalty: 707.969543
	Iteration 20F: 3 clusters Score -115633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -115663.585938 Penalty: 707.969543
	Iteration 21Q: 3 clusters Score -115663.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -115698.179688 Penalty: 707.969543
	Iteration 22Q: 3 clusters Score -115698.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -115726.773438 Penalty: 707.969543
	Iteration 23Q: 3 clusters Score -115726.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -115756.054688 Penalty: 707.969543
	Iteration 24Q: 3 clusters Score -115756.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -115785.539062 Penalty: 707.969543
	Iteration 25Q: 3 clusters Score -115785.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -115814.265625 Penalty: 707.969543
	Iteration 26Q: 3 clusters Score -115814.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -115833.546875 Penalty: 707.969543
	Iteration 27Q: 3 clusters Score -115833.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -115855.054688 Penalty: 707.969543
	Iteration 28Q: 3 clusters Score -115855.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -115878.593750 Penalty: 707.969543
	Iteration 29Q: 3 clusters Score -115878.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -115894.164062 Penalty: 707.969543
	Iteration 30Q: 3 clusters Score -115894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -115909.695312 Penalty: 707.969543
	Iteration 31Q: 3 clusters Score -115909.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -115915.429688 Penalty: 707.969543
	Iteration 32Q: 3 clusters Score -115915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -115916.687500 Penalty: 707.969543
	Iteration 33Q: 3 clusters Score -115916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -115918.171875 Penalty: 707.969543
	Iteration 34Q: 3 clusters Score -115918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -115918.890625 Penalty: 707.969543
	Iteration 35Q: 3 clusters Score -115918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -115919.515625 Penalty: 707.969543
	Iteration 36Q: 3 clusters Score -115919.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -115919.515625 Penalty: 707.969543
	Iteration 37F: 3 clusters Score -115919.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Entering Unmasked Estep 
Score: -1440559.500000 Penalty: 466.304871
	Iteration 0F: 2 clusters Score -1440560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1421663.875000 Penalty: 932.609741
	Iteration 0F: 3 clusters Score -1421664 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1429784.125000 Penalty: 932.609741
	Iteration 1F: 3 clusters Score -1429784 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1430575.750000 Penalty: 932.609741
	Iteration 2F: 3 clusters Score -1430576 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1431892.875000 Penalty: 932.609741
	Iteration 3F: 3 clusters Score -1431893 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1433853.250000 Penalty: 932.609741
	Iteration 4F: 3 clusters Score -1433853 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1435991.375000 Penalty: 932.609741
	Iteration 5F: 3 clusters Score -1435991 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1437331.125000 Penalty: 932.609741
	Iteration 6F: 3 clusters Score -1437331 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1437826.000000 Penalty: 932.609741
	Iteration 7Q: 3 clusters Score -1437826 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1438033.250000 Penalty: 932.609741
	Iteration 8Q: 3 clusters Score -1438033 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1438165.500000 Penalty: 932.609741
	Iteration 9Q: 3 clusters Score -1438166 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1438284.625000 Penalty: 932.609741
	Iteration 10Q: 3 clusters Score -1438285 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1438380.000000 Penalty: 932.609741
	Iteration 11Q: 3 clusters Score -1438380 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1438469.500000 Penalty: 932.609741
	Iteration 12Q: 3 clusters Score -1438470 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1438549.250000 Penalty: 932.609741
	Iteration 13Q: 3 clusters Score -1438549 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1438631.125000 Penalty: 932.609741
	Iteration 14Q: 3 clusters Score -1438631 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1438690.250000 Penalty: 932.609741
	Iteration 15Q: 3 clusters Score -1438690 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1438754.000000 Penalty: 932.609741
	Iteration 16Q: 3 clusters Score -1438754 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1438797.125000 Penalty: 932.609741
	Iteration 17Q: 3 clusters Score -1438797 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1438854.875000 Penalty: 932.609741
	Iteration 18Q: 3 clusters Score -1438855 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1438888.875000 Penalty: 932.609741
	Iteration 19Q: 3 clusters Score -1438889 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1438929.125000 Penalty: 932.609741
	Iteration 20F: 3 clusters Score -1438929 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1438979.750000 Penalty: 932.609741
	Iteration 21Q: 3 clusters Score -1438980 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1439030.625000 Penalty: 932.609741
	Iteration 22Q: 3 clusters Score -1439031 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1439071.500000 Penalty: 932.609741
	Iteration 23Q: 3 clusters Score -1439072 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1439109.875000 Penalty: 932.609741
	Iteration 24Q: 3 clusters Score -1439110 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1439141.375000 Penalty: 932.609741
	Iteration 25Q: 3 clusters Score -1439141 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1439186.750000 Penalty: 932.609741
	Iteration 26Q: 3 clusters Score -1439187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1439227.500000 Penalty: 932.609741
	Iteration 27Q: 3 clusters Score -1439228 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1439266.000000 Penalty: 932.609741
	Iteration 28Q: 3 clusters Score -1439266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1439297.125000 Penalty: 932.609741
	Iteration 29Q: 3 clusters Score -1439297 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1439331.125000 Penalty: 932.609741
	Iteration 30Q: 3 clusters Score -1439331 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1439369.750000 Penalty: 932.609741
	Iteration 31Q: 3 clusters Score -1439370 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1439407.875000 Penalty: 932.609741
	Iteration 32Q: 3 clusters Score -1439408 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1439450.250000 Penalty: 932.609741
	Iteration 33Q: 3 clusters Score -1439450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1439508.000000 Penalty: 932.609741
	Iteration 34Q: 3 clusters Score -1439508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1439545.000000 Penalty: 932.609741
	Iteration 35Q: 3 clusters Score -1439545 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1439576.125000 Penalty: 932.609741
	Iteration 36Q: 3 clusters Score -1439576 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1439628.000000 Penalty: 932.609741
	Iteration 37Q: 3 clusters Score -1439628 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1439671.625000 Penalty: 932.609741
	Iteration 38Q: 3 clusters Score -1439672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1439724.000000 Penalty: 932.609741
	Iteration 39Q: 3 clusters Score -1439724 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1439768.875000 Penalty: 932.609741
	Iteration 40F: 3 clusters Score -1439769 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1439800.875000 Penalty: 932.609741
	Iteration 41Q: 3 clusters Score -1439801 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1439836.500000 Penalty: 932.609741
	Iteration 42Q: 3 clusters Score -1439836 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1439869.125000 Penalty: 932.609741
	Iteration 43Q: 3 clusters Score -1439869 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1439905.875000 Penalty: 932.609741
	Iteration 44Q: 3 clusters Score -1439906 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1439958.375000 Penalty: 932.609741
	Iteration 45Q: 3 clusters Score -1439958 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1439988.875000 Penalty: 932.609741
	Iteration 46Q: 3 clusters Score -1439989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1440012.750000 Penalty: 932.609741
	Iteration 47Q: 3 clusters Score -1440013 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1440041.500000 Penalty: 932.609741
	Iteration 48Q: 3 clusters Score -1440042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1440067.750000 Penalty: 932.609741
	Iteration 49Q: 3 clusters Score -1440068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1440084.000000 Penalty: 932.609741
	Iteration 50Q: 3 clusters Score -1440084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1440098.625000 Penalty: 932.609741
	Iteration 51Q: 3 clusters Score -1440099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1440111.000000 Penalty: 932.609741
	Iteration 52Q: 3 clusters Score -1440111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1440113.375000 Penalty: 932.609741
	Iteration 53Q: 3 clusters Score -1440113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1440119.875000 Penalty: 932.609741
	Iteration 54Q: 3 clusters Score -1440120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1440124.750000 Penalty: 932.609741
	Iteration 55Q: 3 clusters Score -1440125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1440136.375000 Penalty: 932.609741
	Iteration 56Q: 3 clusters Score -1440136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1440145.000000 Penalty: 932.609741
	Iteration 57Q: 3 clusters Score -1440145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1440156.500000 Penalty: 932.609741
	Iteration 58Q: 3 clusters Score -1440156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1440164.000000 Penalty: 932.609741
	Iteration 59Q: 3 clusters Score -1440164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1440163.250000 Penalty: 932.609741
	Iteration 60F: 3 clusters Score -1440163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1440166.625000 Penalty: 932.609741
	Iteration 61Q: 3 clusters Score -1440167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1440164.625000 Penalty: 932.609741
	Iteration 62Q: 3 clusters Score -1440165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1440168.750000 Penalty: 932.609741
	Iteration 63Q: 3 clusters Score -1440169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1440170.375000 Penalty: 932.609741
	Iteration 64Q: 3 clusters Score -1440170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1440172.500000 Penalty: 932.609741
	Iteration 65Q: 3 clusters Score -1440172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1440175.250000 Penalty: 932.609741
	Iteration 66Q: 3 clusters Score -1440175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1440180.250000 Penalty: 932.609741
	Iteration 67Q: 3 clusters Score -1440180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1440179.750000 Penalty: 932.609741
	Iteration 68Q: 3 clusters Score -1440180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1440184.375000 Penalty: 932.609741
	Iteration 69Q: 3 clusters Score -1440184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1440183.875000 Penalty: 932.609741
	Iteration 70Q: 3 clusters Score -1440184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1440195.000000 Penalty: 932.609741
	Iteration 71Q: 3 clusters Score -1440195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1440195.875000 Penalty: 932.609741
	Iteration 72Q: 3 clusters Score -1440196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1440203.500000 Penalty: 932.609741
	Iteration 73Q: 3 clusters Score -1440204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1440203.125000 Penalty: 932.609741
	Iteration 74Q: 3 clusters Score -1440203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1440211.000000 Penalty: 932.609741
	Iteration 75Q: 3 clusters Score -1440211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1440215.875000 Penalty: 932.609741
	Iteration 76Q: 3 clusters Score -1440216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1440221.000000 Penalty: 932.609741
	Iteration 77Q: 3 clusters Score -1440221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1440218.250000 Penalty: 932.609741
	Iteration 78Q: 3 clusters Score -1440218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1440219.750000 Penalty: 932.609741
	Iteration 79Q: 3 clusters Score -1440220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1440221.625000 Penalty: 932.609741
	Iteration 80F: 3 clusters Score -1440222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1440219.500000 Penalty: 932.609741
	Iteration 81Q: 3 clusters Score -1440220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1440221.000000 Penalty: 932.609741
	Iteration 82Q: 3 clusters Score -1440221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1440221.000000 Penalty: 932.609741
	Iteration 83F: 3 clusters Score -1440221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -101219.335938 Penalty: 347.296295
	Iteration 0F: 2 clusters Score -101219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -99703.507812 Penalty: 694.592590
	Iteration 0F: 3 clusters Score -99703.51 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -100200.375000 Penalty: 694.592590
	Iteration 1F: 3 clusters Score -100200.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -100258.437500 Penalty: 694.592590
	Iteration 2F: 3 clusters Score -100258.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -100290.695312 Penalty: 694.592590
	Iteration 3Q: 3 clusters Score -100290.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -100313.640625 Penalty: 694.592590
	Iteration 4Q: 3 clusters Score -100313.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -100335.921875 Penalty: 694.592590
	Iteration 5Q: 3 clusters Score -100335.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -100357.218750 Penalty: 694.592590
	Iteration 6Q: 3 clusters Score -100357.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -100375.375000 Penalty: 694.592590
	Iteration 7Q: 3 clusters Score -100375.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -100396.226562 Penalty: 694.592590
	Iteration 8Q: 3 clusters Score -100396.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -100433.031250 Penalty: 694.592590
	Iteration 9Q: 3 clusters Score -100433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100476.210938 Penalty: 694.592590
	Iteration 10Q: 3 clusters Score -100476.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100536.851562 Penalty: 694.592590
	Iteration 11Q: 3 clusters Score -100536.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100625.312500 Penalty: 694.592590
	Iteration 12Q: 3 clusters Score -100625.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100731.242188 Penalty: 694.592590
	Iteration 13F: 3 clusters Score -100731.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -100827.187500 Penalty: 694.592590
	Iteration 14Q: 3 clusters Score -100827.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -100899.437500 Penalty: 694.592590
	Iteration 15Q: 3 clusters Score -100899.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -100939.078125 Penalty: 694.592590
	Iteration 16Q: 3 clusters Score -100939.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -100958.882812 Penalty: 694.592590
	Iteration 17Q: 3 clusters Score -100958.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -100968.335938 Penalty: 694.592590
	Iteration 18Q: 3 clusters Score -100968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -100984.476562 Penalty: 694.592590
	Iteration 19Q: 3 clusters Score -100984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -100988.437500 Penalty: 694.592590
	Iteration 20F: 3 clusters Score -100988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -100991.117188 Penalty: 694.592590
	Iteration 21Q: 3 clusters Score -100991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -100991.953125 Penalty: 694.592590
	Iteration 22Q: 3 clusters Score -100992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -100991.953125 Penalty: 694.592590
	Iteration 23F: 3 clusters Score -100992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Entering Unmasked Estep 
Score: -1272299.625000 Penalty: 460.845367
	Iteration 0F: 2 clusters Score -1272300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1255727.125000 Penalty: 921.690735
	Iteration 0F: 3 clusters Score -1255727 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1263177.875000 Penalty: 921.690735
	Iteration 1F: 3 clusters Score -1263178 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1263955.250000 Penalty: 921.690735
	Iteration 2F: 3 clusters Score -1263955 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1265021.750000 Penalty: 921.690735
	Iteration 3F: 3 clusters Score -1265022 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1266371.125000 Penalty: 921.690735
	Iteration 4F: 3 clusters Score -1266371 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1267678.500000 Penalty: 921.690735
	Iteration 5F: 3 clusters Score -1267678 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1268491.500000 Penalty: 921.690735
	Iteration 6F: 3 clusters Score -1268492 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1268785.000000 Penalty: 921.690735
	Iteration 7Q: 3 clusters Score -1268785 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1268888.625000 Penalty: 921.690735
	Iteration 8Q: 3 clusters Score -1268889 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1268944.000000 Penalty: 921.690735
	Iteration 9Q: 3 clusters Score -1268944 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1269003.250000 Penalty: 921.690735
	Iteration 10Q: 3 clusters Score -1269003 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1269056.000000 Penalty: 921.690735
	Iteration 11Q: 3 clusters Score -1269056 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1269112.875000 Penalty: 921.690735
	Iteration 12Q: 3 clusters Score -1269113 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1269163.750000 Penalty: 921.690735
	Iteration 13Q: 3 clusters Score -1269164 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1269206.500000 Penalty: 921.690735
	Iteration 14Q: 3 clusters Score -1269206 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1269261.625000 Penalty: 921.690735
	Iteration 15Q: 3 clusters Score -1269262 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1269298.875000 Penalty: 921.690735
	Iteration 16Q: 3 clusters Score -1269299 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1269346.500000 Penalty: 921.690735
	Iteration 17Q: 3 clusters Score -1269346 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1269384.125000 Penalty: 921.690735
	Iteration 18Q: 3 clusters Score -1269384 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1269423.000000 Penalty: 921.690735
	Iteration 19Q: 3 clusters Score -1269423 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1269472.125000 Penalty: 921.690735
	Iteration 20F: 3 clusters Score -1269472 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1269518.625000 Penalty: 921.690735
	Iteration 21Q: 3 clusters Score -1269519 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1269561.250000 Penalty: 921.690735
	Iteration 22Q: 3 clusters Score -1269561 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1269608.375000 Penalty: 921.690735
	Iteration 23Q: 3 clusters Score -1269608 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1269637.625000 Penalty: 921.690735
	Iteration 24Q: 3 clusters Score -1269638 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1269666.750000 Penalty: 921.690735
	Iteration 25Q: 3 clusters Score -1269667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1269688.875000 Penalty: 921.690735
	Iteration 26Q: 3 clusters Score -1269689 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1269711.875000 Penalty: 921.690735
	Iteration 27Q: 3 clusters Score -1269712 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1269732.125000 Penalty: 921.690735
	Iteration 28Q: 3 clusters Score -1269732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1269744.375000 Penalty: 921.690735
	Iteration 29Q: 3 clusters Score -1269744 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1269760.375000 Penalty: 921.690735
	Iteration 30Q: 3 clusters Score -1269760 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1269781.250000 Penalty: 921.690735
	Iteration 31Q: 3 clusters Score -1269781 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1269811.625000 Penalty: 921.690735
	Iteration 32Q: 3 clusters Score -1269812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1269837.625000 Penalty: 921.690735
	Iteration 33Q: 3 clusters Score -1269838 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1269852.625000 Penalty: 921.690735
	Iteration 34Q: 3 clusters Score -1269853 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1269881.375000 Penalty: 921.690735
	Iteration 35Q: 3 clusters Score -1269881 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1269909.125000 Penalty: 921.690735
	Iteration 36Q: 3 clusters Score -1269909 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1269936.750000 Penalty: 921.690735
	Iteration 37Q: 3 clusters Score -1269937 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1269973.000000 Penalty: 921.690735
	Iteration 38Q: 3 clusters Score -1269973 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1269989.875000 Penalty: 921.690735
	Iteration 39Q: 3 clusters Score -1269990 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1270012.500000 Penalty: 921.690735
	Iteration 40F: 3 clusters Score -1270012 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1270037.750000 Penalty: 921.690735
	Iteration 41Q: 3 clusters Score -1270038 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1270064.125000 Penalty: 921.690735
	Iteration 42Q: 3 clusters Score -1270064 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1270091.125000 Penalty: 921.690735
	Iteration 43Q: 3 clusters Score -1270091 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1270120.750000 Penalty: 921.690735
	Iteration 44Q: 3 clusters Score -1270121 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1270151.125000 Penalty: 921.690735
	Iteration 45Q: 3 clusters Score -1270151 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1270173.750000 Penalty: 921.690735
	Iteration 46Q: 3 clusters Score -1270174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1270194.500000 Penalty: 921.690735
	Iteration 47Q: 3 clusters Score -1270194 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1270220.500000 Penalty: 921.690735
	Iteration 48Q: 3 clusters Score -1270220 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1270242.625000 Penalty: 921.690735
	Iteration 49Q: 3 clusters Score -1270243 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1270260.875000 Penalty: 921.690735
	Iteration 50Q: 3 clusters Score -1270261 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1270282.375000 Penalty: 921.690735
	Iteration 51Q: 3 clusters Score -1270282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1270308.250000 Penalty: 921.690735
	Iteration 52Q: 3 clusters Score -1270308 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1270344.375000 Penalty: 921.690735
	Iteration 53Q: 3 clusters Score -1270344 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1270381.500000 Penalty: 921.690735
	Iteration 54Q: 3 clusters Score -1270382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1270410.750000 Penalty: 921.690735
	Iteration 55Q: 3 clusters Score -1270411 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1270439.250000 Penalty: 921.690735
	Iteration 56Q: 3 clusters Score -1270439 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1270472.500000 Penalty: 921.690735
	Iteration 57Q: 3 clusters Score -1270472 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1270508.875000 Penalty: 921.690735
	Iteration 58Q: 3 clusters Score -1270509 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1270553.125000 Penalty: 921.690735
	Iteration 59Q: 3 clusters Score -1270553 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1270612.000000 Penalty: 921.690735
	Iteration 60F: 3 clusters Score -1270612 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1270660.625000 Penalty: 921.690735
	Iteration 61Q: 3 clusters Score -1270661 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1270722.000000 Penalty: 921.690735
	Iteration 62Q: 3 clusters Score -1270722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1270761.750000 Penalty: 921.690735
	Iteration 63Q: 3 clusters Score -1270762 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1270821.750000 Penalty: 921.690735
	Iteration 64Q: 3 clusters Score -1270822 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1270895.750000 Penalty: 921.690735
	Iteration 65Q: 3 clusters Score -1270896 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1270943.625000 Penalty: 921.690735
	Iteration 66Q: 3 clusters Score -1270944 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1271006.250000 Penalty: 921.690735
	Iteration 67Q: 3 clusters Score -1271006 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1271054.250000 Penalty: 921.690735
	Iteration 68Q: 3 clusters Score -1271054 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1271108.750000 Penalty: 921.690735
	Iteration 69Q: 3 clusters Score -1271109 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1271164.250000 Penalty: 921.690735
	Iteration 70Q: 3 clusters Score -1271164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1271226.125000 Penalty: 921.690735
	Iteration 71Q: 3 clusters Score -1271226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1271293.500000 Penalty: 921.690735
	Iteration 72Q: 3 clusters Score -1271294 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1271360.000000 Penalty: 921.690735
	Iteration 73Q: 3 clusters Score -1271360 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1271415.625000 Penalty: 921.690735
	Iteration 74Q: 3 clusters Score -1271416 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1271460.875000 Penalty: 921.690735
	Iteration 75Q: 3 clusters Score -1271461 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1271502.625000 Penalty: 921.690735
	Iteration 76Q: 3 clusters Score -1271503 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1271546.000000 Penalty: 921.690735
	Iteration 77Q: 3 clusters Score -1271546 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1271584.875000 Penalty: 921.690735
	Iteration 78Q: 3 clusters Score -1271585 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1271630.250000 Penalty: 921.690735
	Iteration 79Q: 3 clusters Score -1271630 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1271668.125000 Penalty: 921.690735
	Iteration 80F: 3 clusters Score -1271668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1271705.125000 Penalty: 921.690735
	Iteration 81Q: 3 clusters Score -1271705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1271743.125000 Penalty: 921.690735
	Iteration 82Q: 3 clusters Score -1271743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1271760.125000 Penalty: 921.690735
	Iteration 83Q: 3 clusters Score -1271760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1271774.000000 Penalty: 921.690735
	Iteration 84Q: 3 clusters Score -1271774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1271796.125000 Penalty: 921.690735
	Iteration 85Q: 3 clusters Score -1271796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1271808.500000 Penalty: 921.690735
	Iteration 86Q: 3 clusters Score -1271808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1271820.750000 Penalty: 921.690735
	Iteration 87Q: 3 clusters Score -1271821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1271839.500000 Penalty: 921.690735
	Iteration 88Q: 3 clusters Score -1271840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1271852.375000 Penalty: 921.690735
	Iteration 89Q: 3 clusters Score -1271852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1271861.375000 Penalty: 921.690735
	Iteration 90Q: 3 clusters Score -1271861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1271870.875000 Penalty: 921.690735
	Iteration 91Q: 3 clusters Score -1271871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1271878.500000 Penalty: 921.690735
	Iteration 92Q: 3 clusters Score -1271878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1271881.125000 Penalty: 921.690735
	Iteration 93Q: 3 clusters Score -1271881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1271886.750000 Penalty: 921.690735
	Iteration 94Q: 3 clusters Score -1271887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1271892.375000 Penalty: 921.690735
	Iteration 95Q: 3 clusters Score -1271892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1271904.000000 Penalty: 921.690735
	Iteration 96Q: 3 clusters Score -1271904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1271907.125000 Penalty: 921.690735
	Iteration 97Q: 3 clusters Score -1271907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1271913.750000 Penalty: 921.690735
	Iteration 98Q: 3 clusters Score -1271914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1271918.500000 Penalty: 921.690735
	Iteration 99Q: 3 clusters Score -1271918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1271922.375000 Penalty: 921.690735
	Iteration 100F: 3 clusters Score -1271922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1271924.125000 Penalty: 921.690735
	Iteration 101Q: 3 clusters Score -1271924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1271927.625000 Penalty: 921.690735
	Iteration 102Q: 3 clusters Score -1271928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1271928.875000 Penalty: 921.690735
	Iteration 103Q: 3 clusters Score -1271929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1271929.500000 Penalty: 921.690735
	Iteration 104Q: 3 clusters Score -1271930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1271931.000000 Penalty: 921.690735
	Iteration 105Q: 3 clusters Score -1271931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1271931.750000 Penalty: 921.690735
	Iteration 106Q: 3 clusters Score -1271932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1271933.875000 Penalty: 921.690735
	Iteration 107Q: 3 clusters Score -1271934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1271934.750000 Penalty: 921.690735
	Iteration 108Q: 3 clusters Score -1271935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1271934.750000 Penalty: 921.690735
	Iteration 109F: 3 clusters Score -1271935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -217438.234375 Penalty: 386.473541
	Iteration 0F: 2 clusters Score -217438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -214100.890625 Penalty: 772.947083
	Iteration 0F: 3 clusters Score -214100.9 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -215364.671875 Penalty: 772.947083
	Iteration 1F: 3 clusters Score -215364.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -215528.187500 Penalty: 772.947083
	Iteration 2F: 3 clusters Score -215528.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -215721.359375 Penalty: 772.947083
	Iteration 3F: 3 clusters Score -215721.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -215949.468750 Penalty: 772.947083
	Iteration 4F: 3 clusters Score -215949.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -216207.531250 Penalty: 772.947083
	Iteration 5F: 3 clusters Score -216207.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -216398.062500 Penalty: 772.947083
	Iteration 6F: 3 clusters Score -216398.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -216506.140625 Penalty: 772.947083
	Iteration 7Q: 3 clusters Score -216506.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -216572.484375 Penalty: 772.947083
	Iteration 8Q: 3 clusters Score -216572.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -216610.890625 Penalty: 772.947083
	Iteration 9Q: 3 clusters Score -216610.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -216643.812500 Penalty: 772.947083
	Iteration 10Q: 3 clusters Score -216643.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -216670.625000 Penalty: 772.947083
	Iteration 11Q: 3 clusters Score -216670.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -216701.703125 Penalty: 772.947083
	Iteration 12Q: 3 clusters Score -216701.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -216741.718750 Penalty: 772.947083
	Iteration 13Q: 3 clusters Score -216741.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -216789.250000 Penalty: 772.947083
	Iteration 14Q: 3 clusters Score -216789.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -216847.562500 Penalty: 772.947083
	Iteration 15Q: 3 clusters Score -216847.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -216905.515625 Penalty: 772.947083
	Iteration 16Q: 3 clusters Score -216905.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -216945.140625 Penalty: 772.947083
	Iteration 17Q: 3 clusters Score -216945.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -216976.578125 Penalty: 772.947083
	Iteration 18Q: 3 clusters Score -216976.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -216998.687500 Penalty: 772.947083
	Iteration 19Q: 3 clusters Score -216998.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -217017.875000 Penalty: 772.947083
	Iteration 20F: 3 clusters Score -217017.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -217031.921875 Penalty: 772.947083
	Iteration 21Q: 3 clusters Score -217031.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -217042.375000 Penalty: 772.947083
	Iteration 22Q: 3 clusters Score -217042.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -217049.984375 Penalty: 772.947083
	Iteration 23Q: 3 clusters Score -217050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -217058.984375 Penalty: 772.947083
	Iteration 24Q: 3 clusters Score -217059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -217067.953125 Penalty: 772.947083
	Iteration 25Q: 3 clusters Score -217068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -217075.968750 Penalty: 772.947083
	Iteration 26Q: 3 clusters Score -217076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -217084.921875 Penalty: 772.947083
	Iteration 27Q: 3 clusters Score -217084.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -217096.093750 Penalty: 772.947083
	Iteration 28Q: 3 clusters Score -217096.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -217105.843750 Penalty: 772.947083
	Iteration 29Q: 3 clusters Score -217105.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -217115.125000 Penalty: 772.947083
	Iteration 30Q: 3 clusters Score -217115.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -217120.734375 Penalty: 772.947083
	Iteration 31Q: 3 clusters Score -217120.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -217125.062500 Penalty: 772.947083
	Iteration 32Q: 3 clusters Score -217125.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -217127.828125 Penalty: 772.947083
	Iteration 33Q: 3 clusters Score -217127.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -217130.421875 Penalty: 772.947083
	Iteration 34Q: 3 clusters Score -217130.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -217135.015625 Penalty: 772.947083
	Iteration 35Q: 3 clusters Score -217135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -217138.828125 Penalty: 772.947083
	Iteration 36Q: 3 clusters Score -217138.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217141.546875 Penalty: 772.947083
	Iteration 37Q: 3 clusters Score -217141.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -217143.984375 Penalty: 772.947083
	Iteration 38Q: 3 clusters Score -217144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -217146.171875 Penalty: 772.947083
	Iteration 39Q: 3 clusters Score -217146.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217150.375000 Penalty: 772.947083
	Iteration 40F: 3 clusters Score -217150.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217154.453125 Penalty: 772.947083
	Iteration 41Q: 3 clusters Score -217154.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217159.171875 Penalty: 772.947083
	Iteration 42Q: 3 clusters Score -217159.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217164.078125 Penalty: 772.947083
	Iteration 43Q: 3 clusters Score -217164.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217168.953125 Penalty: 772.947083
	Iteration 44Q: 3 clusters Score -217169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217170.859375 Penalty: 772.947083
	Iteration 45Q: 3 clusters Score -217170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217172.921875 Penalty: 772.947083
	Iteration 46Q: 3 clusters Score -217172.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217175.390625 Penalty: 772.947083
	Iteration 47Q: 3 clusters Score -217175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -217178.156250 Penalty: 772.947083
	Iteration 48Q: 3 clusters Score -217178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -217182.343750 Penalty: 772.947083
	Iteration 49Q: 3 clusters Score -217182.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -217182.968750 Penalty: 772.947083
	Iteration 50Q: 3 clusters Score -217183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -217184.562500 Penalty: 772.947083
	Iteration 51Q: 3 clusters Score -217184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -217185.968750 Penalty: 772.947083
	Iteration 52Q: 3 clusters Score -217186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217186.500000 Penalty: 772.947083
	Iteration 53Q: 3 clusters Score -217186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -217187.062500 Penalty: 772.947083
	Iteration 54Q: 3 clusters Score -217187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -217187.703125 Penalty: 772.947083
	Iteration 55Q: 3 clusters Score -217187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -217188.234375 Penalty: 772.947083
	Iteration 56Q: 3 clusters Score -217188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217188.687500 Penalty: 772.947083
	Iteration 57Q: 3 clusters Score -217188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -217188.500000 Penalty: 772.947083
	Iteration 58Q: 3 clusters Score -217188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -217188.750000 Penalty: 772.947083
	Iteration 59Q: 3 clusters Score -217188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217189.375000 Penalty: 772.947083
	Iteration 60F: 3 clusters Score -217189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217189.562500 Penalty: 772.947083
	Iteration 61Q: 3 clusters Score -217189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217189.562500 Penalty: 772.947083
	Iteration 62F: 3 clusters Score -217189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -24859.599609 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -24859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24337.847656 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -24337.85 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24475.351562 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -24475.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24512.050781 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -24512.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24534.148438 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -24534.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24550.156250 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -24550.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24567.548828 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -24567.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24580.779297 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -24580.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24589.156250 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -24589.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24597.667969 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -24597.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24603.566406 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -24603.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24607.625000 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -24607.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24613.136719 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -24613.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24618.175781 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -24618.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24626.976562 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -24626.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24629.703125 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -24629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24630.419922 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -24630.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24631.164062 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -24631.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24632.015625 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -24632.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24632.441406 Penalty: 572.364136
	Iteration 18Q: 3 clusters Score -24632.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24633.931641 Penalty: 572.364136
	Iteration 19Q: 3 clusters Score -24633.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24635.791016 Penalty: 572.364136
	Iteration 20F: 3 clusters Score -24635.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24637.726562 Penalty: 572.364136
	Iteration 21Q: 3 clusters Score -24637.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24639.847656 Penalty: 572.364136
	Iteration 22Q: 3 clusters Score -24639.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24640.814453 Penalty: 572.364136
	Iteration 23Q: 3 clusters Score -24640.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24641.476562 Penalty: 572.364136
	Iteration 24Q: 3 clusters Score -24641.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24641.738281 Penalty: 572.364136
	Iteration 25Q: 3 clusters Score -24641.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24641.738281 Penalty: 572.364136
	Iteration 26F: 3 clusters Score -24641.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109689 members 
Entering Unmasked Estep 
Score: -5370489.000000 Penalty: 528.045898
	Iteration 0F: 2 clusters Score -5370489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -5296177.000000 Penalty: 1056.091797
	Iteration 0F: 3 clusters Score -5296177 nChanged 53687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -5328577.500000 Penalty: 1056.091797
	Iteration 1F: 3 clusters Score -5328578 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -5329975.500000 Penalty: 1056.091797
	Iteration 2Q: 3 clusters Score -5329976 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -5331905.000000 Penalty: 1056.091797
	Iteration 3Q: 3 clusters Score -5331905 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -5334715.000000 Penalty: 1056.091797
	Iteration 4F: 3 clusters Score -5334715 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -5338905.500000 Penalty: 1056.091797
	Iteration 5F: 3 clusters Score -5338906 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -5345107.500000 Penalty: 1056.091797
	Iteration 6F: 3 clusters Score -5345108 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92614 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -5352870.000000 Penalty: 1056.091797
	Iteration 7F: 3 clusters Score -5352870 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100324 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -5360403.500000 Penalty: 1056.091797
	Iteration 8F: 3 clusters Score -5360404 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5365982.500000 Penalty: 1056.091797
	Iteration 9Q: 3 clusters Score -5365982 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5368820.000000 Penalty: 1056.091797
	Iteration 10Q: 3 clusters Score -5368820 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109400 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5369737.500000 Penalty: 1056.091797
	Iteration 11Q: 3 clusters Score -5369738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5369952.000000 Penalty: 1056.091797
	Iteration 12Q: 3 clusters Score -5369952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5369984.000000 Penalty: 1056.091797
	Iteration 13Q: 3 clusters Score -5369984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5370006.500000 Penalty: 1056.091797
	Iteration 14Q: 3 clusters Score -5370006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5370019.500000 Penalty: 1056.091797
	Iteration 15Q: 3 clusters Score -5370020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5370023.500000 Penalty: 1056.091797
	Iteration 16Q: 3 clusters Score -5370024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5370034.000000 Penalty: 1056.091797
	Iteration 17Q: 3 clusters Score -5370034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5370037.500000 Penalty: 1056.091797
	Iteration 18Q: 3 clusters Score -5370038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5370037.500000 Penalty: 1056.091797
	Iteration 19F: 3 clusters Score -5370038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -13841.935547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -13841.94 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 163 members 
Entering Unmasked Estep 
Score: -13437.949219 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -13437.95 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13532.944336 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -13532.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13586.222656 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -13586.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13653.137695 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -13653.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13737.841797 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -13737.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13760.286133 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -13760.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13771.330078 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -13771.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13790.357422 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -13790.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13854.010742 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -13854.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13947.889648 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -13947.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13996.421875 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -13996.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14005.877930 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -14005.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14018.891602 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -14018.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14036.544922 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -14036.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14043.096680 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -14043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14050.786133 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -14050.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14071.072266 Penalty: 532.550415
	Iteration 16Q: 3 clusters Score -14071.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14085.277344 Penalty: 532.550415
	Iteration 17Q: 3 clusters Score -14085.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14085.892578 Penalty: 532.550415
	Iteration 18F: 3 clusters Score -14085.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14089.173828 Penalty: 532.550415
	Iteration 19Q: 3 clusters Score -14089.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14089.173828 Penalty: 532.550415
	Iteration 20F: 3 clusters Score -14089.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 349094 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 118 members 
Entering Unmasked Estep 
Score: -28387696.000000 Penalty: 15756.258789
Splitting cluster 12 changes total score from -28387782.000000 to -28387696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -16193.147461 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -16193.15 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 192 members 
Entering Unmasked Estep 
Score: -15813.689453 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -15813.69 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15899.965820 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -15899.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15923.375977 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -15923.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15933.410156 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -15933.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15940.568359 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -15940.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15944.556641 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -15944.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15947.166016 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -15947.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15949.590820 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -15949.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15955.630859 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -15955.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15961.494141 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -15961.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15964.576172 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -15964.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15965.280273 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -15965.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15966.720703 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -15966.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15967.389648 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -15967.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15969.462891 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -15969.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15969.571289 Penalty: 537.882507
	Iteration 15Q: 3 clusters Score -15969.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15969.571289 Penalty: 537.882507
	Iteration 16F: 3 clusters Score -15969.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -54880.093750 Penalty: 323.758972
	Iteration 0F: 2 clusters Score -54880.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53916.937500 Penalty: 647.517944
	Iteration 0F: 3 clusters Score -53916.94 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54252.535156 Penalty: 647.517944
	Iteration 1F: 3 clusters Score -54252.54 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54324.378906 Penalty: 647.517944
	Iteration 2F: 3 clusters Score -54324.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54383.519531 Penalty: 647.517944
	Iteration 3F: 3 clusters Score -54383.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54436.023438 Penalty: 647.517944
	Iteration 4Q: 3 clusters Score -54436.02 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54501.828125 Penalty: 647.517944
	Iteration 5F: 3 clusters Score -54501.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54545.226562 Penalty: 647.517944
	Iteration 6Q: 3 clusters Score -54545.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -54586.207031 Penalty: 647.517944
	Iteration 7Q: 3 clusters Score -54586.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -54610.578125 Penalty: 647.517944
	Iteration 8Q: 3 clusters Score -54610.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -54628.097656 Penalty: 647.517944
	Iteration 9Q: 3 clusters Score -54628.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -54638.324219 Penalty: 647.517944
	Iteration 10Q: 3 clusters Score -54638.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -54645.265625 Penalty: 647.517944
	Iteration 11Q: 3 clusters Score -54645.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -54650.707031 Penalty: 647.517944
	Iteration 12Q: 3 clusters Score -54650.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -54652.738281 Penalty: 647.517944
	Iteration 13Q: 3 clusters Score -54652.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -54654.160156 Penalty: 647.517944
	Iteration 14Q: 3 clusters Score -54654.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -54654.468750 Penalty: 647.517944
	Iteration 15Q: 3 clusters Score -54654.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -54654.468750 Penalty: 647.517944
	Iteration 16F: 3 clusters Score -54654.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (349094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349094 members 
Entering Unmasked Estep 
Score: -16632341.000000 Penalty: 580.720886
	Iteration 0F: 2 clusters Score -1.663234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174471 members 
Mstep: Class 2 contains 174623 members 
Entering Unmasked Estep 
Score: -16404261.000000 Penalty: 1161.441772
	Iteration 0F: 3 clusters Score -1.640426e+07 nChanged 172160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 179763 members 
Entering Unmasked Estep 
Score: -16514751.000000 Penalty: 1161.441772
	Iteration 1F: 3 clusters Score -1.651475e+07 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 184670 members 
Entering Unmasked Estep 
Score: -16522107.000000 Penalty: 1161.441772
	Iteration 2Q: 3 clusters Score -1.652211e+07 nChanged 19595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 191459 members 
Entering Unmasked Estep 
Score: -16534664.000000 Penalty: 1161.441772
	Iteration 3F: 3 clusters Score -1.653466e+07 nChanged 23250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148881 members 
Mstep: Class 2 contains 200213 members 
Entering Unmasked Estep 
Score: -16552592.000000 Penalty: 1161.441772
	Iteration 4F: 3 clusters Score -1.655259e+07 nChanged 23381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140328 members 
Mstep: Class 2 contains 208766 members 
Entering Unmasked Estep 
Score: -16569597.000000 Penalty: 1161.441772
	Iteration 5F: 3 clusters Score -1.65696e+07 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132522 members 
Mstep: Class 2 contains 216572 members 
Entering Unmasked Estep 
Score: -16578626.000000 Penalty: 1161.441772
	Iteration 6F: 3 clusters Score -1.657863e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 224361 members 
Entering Unmasked Estep 
Score: -16582259.000000 Penalty: 1161.441772
	Iteration 7Q: 3 clusters Score -1.658226e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116903 members 
Mstep: Class 2 contains 232191 members 
Entering Unmasked Estep 
Score: -16584196.000000 Penalty: 1161.441772
	Iteration 8Q: 3 clusters Score -1.65842e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Mstep: Class 2 contains 240411 members 
Entering Unmasked Estep 
Score: -16586169.000000 Penalty: 1161.441772
	Iteration 9Q: 3 clusters Score -1.658617e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100387 members 
Mstep: Class 2 contains 248707 members 
Entering Unmasked Estep 
Score: -16588029.000000 Penalty: 1161.441772
	Iteration 10Q: 3 clusters Score -1.658803e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 257125 members 
Entering Unmasked Estep 
Score: -16590145.000000 Penalty: 1161.441772
	Iteration 11Q: 3 clusters Score -1.659014e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 265647 members 
Entering Unmasked Estep 
Score: -16592262.000000 Penalty: 1161.441772
	Iteration 12Q: 3 clusters Score -1.659226e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 274117 members 
Entering Unmasked Estep 
Score: -16594915.000000 Penalty: 1161.441772
	Iteration 13Q: 3 clusters Score -1.659492e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 282324 members 
Entering Unmasked Estep 
Score: -16598109.000000 Penalty: 1161.441772
	Iteration 14Q: 3 clusters Score -1.659811e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 290177 members 
Entering Unmasked Estep 
Score: -16603108.000000 Penalty: 1161.441772
	Iteration 15Q: 3 clusters Score -1.660311e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 297819 members 
Entering Unmasked Estep 
Score: -16608962.000000 Penalty: 1161.441772
	Iteration 16Q: 3 clusters Score -1.660896e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 305101 members 
Entering Unmasked Estep 
Score: -16614359.000000 Penalty: 1161.441772
	Iteration 17Q: 3 clusters Score -1.661436e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 311957 members 
Entering Unmasked Estep 
Score: -16619055.000000 Penalty: 1161.441772
	Iteration 18Q: 3 clusters Score -1.661906e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 318235 members 
Entering Unmasked Estep 
Score: -16622567.000000 Penalty: 1161.441772
	Iteration 19Q: 3 clusters Score -1.662257e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 323703 members 
Entering Unmasked Estep 
Score: -16625021.000000 Penalty: 1161.441772
	Iteration 20F: 3 clusters Score -1.662502e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 328188 members 
Entering Unmasked Estep 
Score: -16627247.000000 Penalty: 1161.441772
	Iteration 21Q: 3 clusters Score -1.662725e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 331850 members 
Entering Unmasked Estep 
Score: -16628897.000000 Penalty: 1161.441772
	Iteration 22Q: 3 clusters Score -1.66289e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 334689 members 
Entering Unmasked Estep 
Score: -16630136.000000 Penalty: 1161.441772
	Iteration 23Q: 3 clusters Score -1.663014e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 336870 members 
Entering Unmasked Estep 
Score: -16630951.000000 Penalty: 1161.441772
	Iteration 24Q: 3 clusters Score -1.663095e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 338599 members 
Entering Unmasked Estep 
Score: -16631501.000000 Penalty: 1161.441772
	Iteration 25Q: 3 clusters Score -1.66315e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 339977 members 
Entering Unmasked Estep 
Score: -16631982.000000 Penalty: 1161.441772
	Iteration 26Q: 3 clusters Score -1.663198e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 341111 members 
Entering Unmasked Estep 
Score: -16632338.000000 Penalty: 1161.441772
	Iteration 27Q: 3 clusters Score -1.663234e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 342048 members 
Entering Unmasked Estep 
Score: -16632485.000000 Penalty: 1161.441772
	Iteration 28Q: 3 clusters Score -1.663248e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 342782 members 
Entering Unmasked Estep 
Score: -16632618.000000 Penalty: 1161.441772
	Iteration 29Q: 3 clusters Score -1.663262e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 343407 members 
Entering Unmasked Estep 
Score: -16632743.000000 Penalty: 1161.441772
	Iteration 30Q: 3 clusters Score -1.663274e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 343966 members 
Entering Unmasked Estep 
Score: -16632851.000000 Penalty: 1161.441772
	Iteration 31Q: 3 clusters Score -1.663285e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 344447 members 
Entering Unmasked Estep 
Score: -16632868.000000 Penalty: 1161.441772
	Iteration 32Q: 3 clusters Score -1.663287e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 344828 members 
Entering Unmasked Estep 
Score: -16632867.000000 Penalty: 1161.441772
	Iteration 33Q: 3 clusters Score -1.663287e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 345149 members 
Entering Unmasked Estep 
Score: -16632879.000000 Penalty: 1161.441772
	Iteration 34Q: 3 clusters Score -1.663288e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 345429 members 
Entering Unmasked Estep 
Score: -16632913.000000 Penalty: 1161.441772
	Iteration 35Q: 3 clusters Score -1.663291e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 345658 members 
Entering Unmasked Estep 
Score: -16632880.000000 Penalty: 1161.441772
	Iteration 36Q: 3 clusters Score -1.663288e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 345865 members 
Entering Unmasked Estep 
Score: -16632806.000000 Penalty: 1161.441772
	Iteration 37Q: 3 clusters Score -1.663281e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 346031 members 
Entering Unmasked Estep 
Score: -16632789.000000 Penalty: 1161.441772
	Iteration 38Q: 3 clusters Score -1.663279e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 346189 members 
Entering Unmasked Estep 
Score: -16632780.000000 Penalty: 1161.441772
	Iteration 39Q: 3 clusters Score -1.663278e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 346340 members 
Entering Unmasked Estep 
Score: -16632810.000000 Penalty: 1161.441772
	Iteration 40F: 3 clusters Score -1.663281e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 346457 members 
Entering Unmasked Estep 
Score: -16632782.000000 Penalty: 1161.441772
	Iteration 41Q: 3 clusters Score -1.663278e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 346558 members 
Entering Unmasked Estep 
Score: -16632775.000000 Penalty: 1161.441772
	Iteration 42Q: 3 clusters Score -1.663278e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 346644 members 
Entering Unmasked Estep 
Score: -16632775.000000 Penalty: 1161.441772
	Iteration 43Q: 3 clusters Score -1.663278e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 346720 members 
Entering Unmasked Estep 
Score: -16632767.000000 Penalty: 1161.441772
	Iteration 44Q: 3 clusters Score -1.663277e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 346803 members 
Entering Unmasked Estep 
Score: -16632771.000000 Penalty: 1161.441772
	Iteration 45Q: 3 clusters Score -1.663277e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 346870 members 
Entering Unmasked Estep 
Score: -16632780.000000 Penalty: 1161.441772
	Iteration 46Q: 3 clusters Score -1.663278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 346916 members 
Entering Unmasked Estep 
Score: -16632768.000000 Penalty: 1161.441772
	Iteration 47Q: 3 clusters Score -1.663277e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 346953 members 
Entering Unmasked Estep 
Score: -16632754.000000 Penalty: 1161.441772
	Iteration 48Q: 3 clusters Score -1.663275e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 346979 members 
Entering Unmasked Estep 
Score: -16632747.000000 Penalty: 1161.441772
	Iteration 49Q: 3 clusters Score -1.663275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 347003 members 
Entering Unmasked Estep 
Score: -16632737.000000 Penalty: 1161.441772
	Iteration 50Q: 3 clusters Score -1.663274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 347023 members 
Entering Unmasked Estep 
Score: -16632739.000000 Penalty: 1161.441772
	Iteration 51Q: 3 clusters Score -1.663274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 347043 members 
Entering Unmasked Estep 
Score: -16632715.000000 Penalty: 1161.441772
	Iteration 52Q: 3 clusters Score -1.663272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 347053 members 
Entering Unmasked Estep 
Score: -16632699.000000 Penalty: 1161.441772
	Iteration 53Q: 3 clusters Score -1.66327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 347069 members 
Entering Unmasked Estep 
Score: -16632697.000000 Penalty: 1161.441772
	Iteration 54Q: 3 clusters Score -1.66327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 347089 members 
Entering Unmasked Estep 
Score: -16632665.000000 Penalty: 1161.441772
	Iteration 55Q: 3 clusters Score -1.663266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 347108 members 
Entering Unmasked Estep 
Score: -16632664.000000 Penalty: 1161.441772
	Iteration 56Q: 3 clusters Score -1.663266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 347123 members 
Entering Unmasked Estep 
Score: -16632647.000000 Penalty: 1161.441772
	Iteration 57Q: 3 clusters Score -1.663265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 347133 members 
Entering Unmasked Estep 
Score: -16632659.000000 Penalty: 1161.441772
	Iteration 58Q: 3 clusters Score -1.663266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 347147 members 
Entering Unmasked Estep 
Score: -16632672.000000 Penalty: 1161.441772
	Iteration 59Q: 3 clusters Score -1.663267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 347159 members 
Entering Unmasked Estep 
Score: -16632657.000000 Penalty: 1161.441772
	Iteration 60F: 3 clusters Score -1.663266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 347175 members 
Entering Unmasked Estep 
Score: -16632631.000000 Penalty: 1161.441772
	Iteration 61Q: 3 clusters Score -1.663263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 347192 members 
Entering Unmasked Estep 
Score: -16632630.000000 Penalty: 1161.441772
	Iteration 62Q: 3 clusters Score -1.663263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 347206 members 
Entering Unmasked Estep 
Score: -16632623.000000 Penalty: 1161.441772
	Iteration 63Q: 3 clusters Score -1.663262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 347221 members 
Entering Unmasked Estep 
Score: -16632601.000000 Penalty: 1161.441772
	Iteration 64Q: 3 clusters Score -1.66326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 347235 members 
Entering Unmasked Estep 
Score: -16632597.000000 Penalty: 1161.441772
	Iteration 65Q: 3 clusters Score -1.66326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 347249 members 
Entering Unmasked Estep 
Score: -16632584.000000 Penalty: 1161.441772
	Iteration 66Q: 3 clusters Score -1.663258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 347264 members 
Entering Unmasked Estep 
Score: -16632597.000000 Penalty: 1161.441772
	Iteration 67Q: 3 clusters Score -1.66326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 347272 members 
Entering Unmasked Estep 
Score: -16632602.000000 Penalty: 1161.441772
	Iteration 68Q: 3 clusters Score -1.66326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 347282 members 
Entering Unmasked Estep 
Score: -16632592.000000 Penalty: 1161.441772
	Iteration 69Q: 3 clusters Score -1.663259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 347293 members 
Entering Unmasked Estep 
Score: -16632583.000000 Penalty: 1161.441772
	Iteration 70Q: 3 clusters Score -1.663258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 347308 members 
Entering Unmasked Estep 
Score: -16632584.000000 Penalty: 1161.441772
	Iteration 71Q: 3 clusters Score -1.663258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 347329 members 
Entering Unmasked Estep 
Score: -16632560.000000 Penalty: 1161.441772
	Iteration 72Q: 3 clusters Score -1.663256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 347344 members 
Entering Unmasked Estep 
Score: -16632564.000000 Penalty: 1161.441772
	Iteration 73Q: 3 clusters Score -1.663256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 347358 members 
Entering Unmasked Estep 
Score: -16632558.000000 Penalty: 1161.441772
	Iteration 74Q: 3 clusters Score -1.663256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 347375 members 
Entering Unmasked Estep 
Score: -16632549.000000 Penalty: 1161.441772
	Iteration 75Q: 3 clusters Score -1.663255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 347393 members 
Entering Unmasked Estep 
Score: -16632561.000000 Penalty: 1161.441772
	Iteration 76Q: 3 clusters Score -1.663256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 347407 members 
Entering Unmasked Estep 
Score: -16632540.000000 Penalty: 1161.441772
	Iteration 77Q: 3 clusters Score -1.663254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 347419 members 
Entering Unmasked Estep 
Score: -16632538.000000 Penalty: 1161.441772
	Iteration 78Q: 3 clusters Score -1.663254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 347428 members 
Entering Unmasked Estep 
Score: -16632530.000000 Penalty: 1161.441772
	Iteration 79Q: 3 clusters Score -1.663253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 347435 members 
Entering Unmasked Estep 
Score: -16632518.000000 Penalty: 1161.441772
	Iteration 80F: 3 clusters Score -1.663252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 347439 members 
Entering Unmasked Estep 
Score: -16632518.000000 Penalty: 1161.441772
	Iteration 81Q: 3 clusters Score -1.663252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 347439 members 
Entering Unmasked Estep 
Score: -16632518.000000 Penalty: 1161.441772
	Iteration 82Q: 3 clusters Score -1.663252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 347441 members 
Entering Unmasked Estep 
Score: -16632519.000000 Penalty: 1161.441772
	Iteration 83Q: 3 clusters Score -1.663252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 347442 members 
Entering Unmasked Estep 
Score: -16632520.000000 Penalty: 1161.441772
	Iteration 84Q: 3 clusters Score -1.663252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 347445 members 
Entering Unmasked Estep 
Score: -16632512.000000 Penalty: 1161.441772
	Iteration 85Q: 3 clusters Score -1.663251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 347448 members 
Entering Unmasked Estep 
Score: -16632511.000000 Penalty: 1161.441772
	Iteration 86Q: 3 clusters Score -1.663251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 347449 members 
Entering Unmasked Estep 
Score: -16632509.000000 Penalty: 1161.441772
	Iteration 87Q: 3 clusters Score -1.663251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 347450 members 
Entering Unmasked Estep 
Score: -16632516.000000 Penalty: 1161.441772
	Iteration 88Q: 3 clusters Score -1.663252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 347450 members 
Entering Unmasked Estep 
Score: -16632516.000000 Penalty: 1161.441772
	Iteration 89F: 3 clusters Score -1.663252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 347450 members 
Entering Unmasked Estep 
Score: -28387886.000000 Penalty: 15756.258789
Splitting cluster 15 changes total score from -28387782.000000 to -28387886.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (26312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Entering Unmasked Estep 
Score: -1336244.750000 Penalty: 463.088989
	Iteration 0F: 2 clusters Score -1336245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1318598.375000 Penalty: 926.177979
	Iteration 0F: 3 clusters Score -1318598 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1326004.250000 Penalty: 926.177979
	Iteration 1F: 3 clusters Score -1326004 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1326690.000000 Penalty: 926.177979
	Iteration 2F: 3 clusters Score -1326690 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1327905.500000 Penalty: 926.177979
	Iteration 3F: 3 clusters Score -1327906 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1329733.625000 Penalty: 926.177979
	Iteration 4F: 3 clusters Score -1329734 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1331865.250000 Penalty: 926.177979
	Iteration 5F: 3 clusters Score -1331865 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1333635.875000 Penalty: 926.177979
	Iteration 6F: 3 clusters Score -1333636 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1334720.375000 Penalty: 926.177979
	Iteration 7Q: 3 clusters Score -1334720 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1335291.750000 Penalty: 926.177979
	Iteration 8Q: 3 clusters Score -1335292 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1335537.500000 Penalty: 926.177979
	Iteration 9Q: 3 clusters Score -1335538 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1335648.625000 Penalty: 926.177979
	Iteration 10Q: 3 clusters Score -1335649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1335727.125000 Penalty: 926.177979
	Iteration 11Q: 3 clusters Score -1335727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1335776.125000 Penalty: 926.177979
	Iteration 12Q: 3 clusters Score -1335776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1335809.000000 Penalty: 926.177979
	Iteration 13Q: 3 clusters Score -1335809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1335834.250000 Penalty: 926.177979
	Iteration 14Q: 3 clusters Score -1335834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1335853.125000 Penalty: 926.177979
	Iteration 15Q: 3 clusters Score -1335853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1335863.000000 Penalty: 926.177979
	Iteration 16Q: 3 clusters Score -1335863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1335870.750000 Penalty: 926.177979
	Iteration 17Q: 3 clusters Score -1335871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1335874.375000 Penalty: 926.177979
	Iteration 18Q: 3 clusters Score -1335874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1335882.125000 Penalty: 926.177979
	Iteration 19Q: 3 clusters Score -1335882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1335883.000000 Penalty: 926.177979
	Iteration 20F: 3 clusters Score -1335883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Entering Unmasked Estep 
Score: -2139712.500000 Penalty: 489.297363
	Iteration 0F: 2 clusters Score -2139712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2108381.500000 Penalty: 978.594727
	Iteration 0F: 3 clusters Score -2108382 nChanged 22687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2120973.500000 Penalty: 978.594727
	Iteration 1F: 3 clusters Score -2120974 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2121344.000000 Penalty: 978.594727
	Iteration 2Q: 3 clusters Score -2121344 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -2121801.500000 Penalty: 978.594727
	Iteration 3Q: 3 clusters Score -2121802 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2122433.500000 Penalty: 978.594727
	Iteration 4Q: 3 clusters Score -2122434 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -2123403.250000 Penalty: 978.594727
	Iteration 5Q: 3 clusters Score -2123403 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -2124899.750000 Penalty: 978.594727
	Iteration 6F: 3 clusters Score -2124900 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -2127140.750000 Penalty: 978.594727
	Iteration 7F: 3 clusters Score -2127141 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -2130105.250000 Penalty: 978.594727
	Iteration 8F: 3 clusters Score -2130105 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -2133513.500000 Penalty: 978.594727
	Iteration 9F: 3 clusters Score -2133514 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -2136596.250000 Penalty: 978.594727
	Iteration 10F: 3 clusters Score -2136596 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -2138100.250000 Penalty: 978.594727
	Iteration 11Q: 3 clusters Score -2138100 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -2138752.250000 Penalty: 978.594727
	Iteration 12Q: 3 clusters Score -2138752 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -2139082.250000 Penalty: 978.594727
	Iteration 13Q: 3 clusters Score -2139082 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -2139266.750000 Penalty: 978.594727
	Iteration 14Q: 3 clusters Score -2139267 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -2139409.000000 Penalty: 978.594727
	Iteration 15Q: 3 clusters Score -2139409 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -2139514.750000 Penalty: 978.594727
	Iteration 16Q: 3 clusters Score -2139515 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -2139578.250000 Penalty: 978.594727
	Iteration 17Q: 3 clusters Score -2139578 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -2139642.500000 Penalty: 978.594727
	Iteration 18Q: 3 clusters Score -2139642 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -2139689.500000 Penalty: 978.594727
	Iteration 19Q: 3 clusters Score -2139690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -2139728.750000 Penalty: 978.594727
	Iteration 20F: 3 clusters Score -2139729 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -2139757.250000 Penalty: 978.594727
	Iteration 21Q: 3 clusters Score -2139757 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -2139786.500000 Penalty: 978.594727
	Iteration 22Q: 3 clusters Score -2139786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -2139798.500000 Penalty: 978.594727
	Iteration 23Q: 3 clusters Score -2139798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -2139808.500000 Penalty: 978.594727
	Iteration 24Q: 3 clusters Score -2139808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -2139818.750000 Penalty: 978.594727
	Iteration 25Q: 3 clusters Score -2139819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -2139827.750000 Penalty: 978.594727
	Iteration 26Q: 3 clusters Score -2139828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -2139838.000000 Penalty: 978.594727
	Iteration 27Q: 3 clusters Score -2139838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -2139837.750000 Penalty: 978.594727
	Iteration 28Q: 3 clusters Score -2139838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -2139838.500000 Penalty: 978.594727
	Iteration 29Q: 3 clusters Score -2139838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -2139834.750000 Penalty: 978.594727
	Iteration 30Q: 3 clusters Score -2139835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -2139837.000000 Penalty: 978.594727
	Iteration 31Q: 3 clusters Score -2139837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -2139839.500000 Penalty: 978.594727
	Iteration 32Q: 3 clusters Score -2139840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -2139838.000000 Penalty: 978.594727
	Iteration 33Q: 3 clusters Score -2139838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -2139844.750000 Penalty: 978.594727
	Iteration 34Q: 3 clusters Score -2139845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -2139846.250000 Penalty: 978.594727
	Iteration 35Q: 3 clusters Score -2139846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -2139845.000000 Penalty: 978.594727
	Iteration 36Q: 3 clusters Score -2139845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -2139846.250000 Penalty: 978.594727
	Iteration 37Q: 3 clusters Score -2139846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -2139846.500000 Penalty: 978.594727
	Iteration 38Q: 3 clusters Score -2139846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -2139848.500000 Penalty: 978.594727
	Iteration 39Q: 3 clusters Score -2139848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -2139848.250000 Penalty: 978.594727
	Iteration 40F: 3 clusters Score -2139848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -2139848.500000 Penalty: 978.594727
	Iteration 41Q: 3 clusters Score -2139848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -2139849.000000 Penalty: 978.594727
	Iteration 42Q: 3 clusters Score -2139849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -2139850.500000 Penalty: 978.594727
	Iteration 43Q: 3 clusters Score -2139850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -2139851.750000 Penalty: 978.594727
	Iteration 44Q: 3 clusters Score -2139852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -2139850.500000 Penalty: 978.594727
	Iteration 45Q: 3 clusters Score -2139850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -2139850.500000 Penalty: 978.594727
	Iteration 46F: 3 clusters Score -2139850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 347450 members 
Mstep: Class 27 contains 44514 members 
Entering Unmasked Estep 
Score: -28387980.000000 Penalty: 16362.268555
Splitting cluster 17 changes total score from -28387782.000000 to -28387980.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -150410.171875 Penalty: 363.231018
	Iteration 0F: 2 clusters Score -150410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -148390.234375 Penalty: 726.462036
	Iteration 0F: 3 clusters Score -148390.2 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -149101.171875 Penalty: 726.462036
	Iteration 1F: 3 clusters Score -149101.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -149227.796875 Penalty: 726.462036
	Iteration 2F: 3 clusters Score -149227.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -149384.828125 Penalty: 726.462036
	Iteration 3F: 3 clusters Score -149384.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -149545.531250 Penalty: 726.462036
	Iteration 4F: 3 clusters Score -149545.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -149701.250000 Penalty: 726.462036
	Iteration 5F: 3 clusters Score -149701.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -149849.796875 Penalty: 726.462036
	Iteration 6F: 3 clusters Score -149849.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -149952.640625 Penalty: 726.462036
	Iteration 7Q: 3 clusters Score -149952.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -150018.437500 Penalty: 726.462036
	Iteration 8Q: 3 clusters Score -150018.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -150062.875000 Penalty: 726.462036
	Iteration 9Q: 3 clusters Score -150062.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -150087.265625 Penalty: 726.462036
	Iteration 10Q: 3 clusters Score -150087.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -150094.453125 Penalty: 726.462036
	Iteration 11Q: 3 clusters Score -150094.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -150105.453125 Penalty: 726.462036
	Iteration 12Q: 3 clusters Score -150105.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -150117.781250 Penalty: 726.462036
	Iteration 13Q: 3 clusters Score -150117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -150122.828125 Penalty: 726.462036
	Iteration 14Q: 3 clusters Score -150122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -150123.437500 Penalty: 726.462036
	Iteration 15Q: 3 clusters Score -150123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -150123.437500 Penalty: 726.462036
	Iteration 16F: 3 clusters Score -150123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -125258.195312 Penalty: 361.538879
	Iteration 0F: 2 clusters Score -125258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -123341.250000 Penalty: 723.077759
	Iteration 0F: 3 clusters Score -123341.2 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -124162.984375 Penalty: 723.077759
	Iteration 1F: 3 clusters Score -124163 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -124410.218750 Penalty: 723.077759
	Iteration 2F: 3 clusters Score -124410.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -124615.000000 Penalty: 723.077759
	Iteration 3F: 3 clusters Score -124615 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -124742.179688 Penalty: 723.077759
	Iteration 4F: 3 clusters Score -124742.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -124827.984375 Penalty: 723.077759
	Iteration 5Q: 3 clusters Score -124828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -124883.390625 Penalty: 723.077759
	Iteration 6Q: 3 clusters Score -124883.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124920.562500 Penalty: 723.077759
	Iteration 7Q: 3 clusters Score -124920.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -124963.695312 Penalty: 723.077759
	Iteration 8Q: 3 clusters Score -124963.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -125003.500000 Penalty: 723.077759
	Iteration 9Q: 3 clusters Score -125003.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -125048.234375 Penalty: 723.077759
	Iteration 10Q: 3 clusters Score -125048.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -125083.507812 Penalty: 723.077759
	Iteration 11Q: 3 clusters Score -125083.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -125112.343750 Penalty: 723.077759
	Iteration 12Q: 3 clusters Score -125112.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -125132.296875 Penalty: 723.077759
	Iteration 13Q: 3 clusters Score -125132.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -125145.679688 Penalty: 723.077759
	Iteration 14Q: 3 clusters Score -125145.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -125154.804688 Penalty: 723.077759
	Iteration 15Q: 3 clusters Score -125154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -125163.257812 Penalty: 723.077759
	Iteration 16Q: 3 clusters Score -125163.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -125166.046875 Penalty: 723.077759
	Iteration 17Q: 3 clusters Score -125166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -125169.054688 Penalty: 723.077759
	Iteration 18Q: 3 clusters Score -125169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -125170.562500 Penalty: 723.077759
	Iteration 19Q: 3 clusters Score -125170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -125171.117188 Penalty: 723.077759
	Iteration 20F: 3 clusters Score -125171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -125172.156250 Penalty: 723.077759
	Iteration 21Q: 3 clusters Score -125172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -125172.257812 Penalty: 723.077759
	Iteration 22Q: 3 clusters Score -125172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -125173.507812 Penalty: 723.077759
	Iteration 23Q: 3 clusters Score -125173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -125174.171875 Penalty: 723.077759
	Iteration 24Q: 3 clusters Score -125174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -125176.109375 Penalty: 723.077759
	Iteration 25Q: 3 clusters Score -125176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -125176.406250 Penalty: 723.077759
	Iteration 26Q: 3 clusters Score -125176.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -125176.406250 Penalty: 723.077759
	Iteration 27F: 3 clusters Score -125176.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -23530.236328 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -23530.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22997.812500 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -22997.81 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23183.285156 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -23183.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23246.972656 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -23246.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23303.195312 Penalty: 577.771667
	Iteration 3F: 3 clusters Score -23303.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23341.830078 Penalty: 577.771667
	Iteration 4F: 3 clusters Score -23341.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23373.796875 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -23373.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23403.636719 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -23403.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23441.142578 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -23441.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23486.169922 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -23486.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23507.468750 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -23507.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23519.117188 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -23519.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23525.169922 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -23525.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23525.902344 Penalty: 577.771667
	Iteration 12Q: 3 clusters Score -23525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23525.902344 Penalty: 577.771667
	Iteration 13F: 3 clusters Score -23525.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -9970.347656 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -9970.348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9648.050781 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -9648.051 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9763.372070 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -9763.372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9813.467773 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -9813.468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9847.124023 Penalty: 507.411377
	Iteration 3F: 3 clusters Score -9847.124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9873.219727 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -9873.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9891.710938 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -9891.711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9910.515625 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -9910.516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9937.686523 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -9937.687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9963.842773 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -9963.843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9973.543945 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -9973.544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9975.545898 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -9975.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9975.802734 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -9975.803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9975.802734 Penalty: 507.411377
	Iteration 12F: 3 clusters Score -9975.803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 104 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 347450 members 
Mstep: Class 27 contains 44514 members 
Mstep: Class 28 contains 160 members 
Entering Unmasked Estep 
Score: -28387626.000000 Penalty: 16968.279297
Splitting cluster 21 changes total score from -28387782.000000 to -28387626.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -14052.970703 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -14052.97 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 167 members 
Entering Unmasked Estep 
Score: -13696.031250 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -13696.03 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13794.788086 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -13794.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13831.762695 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -13831.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13865.570312 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -13865.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13882.018555 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -13882.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13903.716797 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -13903.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13915.450195 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -13915.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13936.280273 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -13936.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13970.998047 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -13971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13983.806641 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -13983.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13986.932617 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -13986.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13986.932617 Penalty: 526.047668
	Iteration 11F: 3 clusters Score -13986.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -21218.718750 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -21218.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20687.166016 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -20687.17 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20856.312500 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -20856.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20924.357422 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -20924.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20960.775391 Penalty: 571.686279
	Iteration 3F: 3 clusters Score -20960.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -20993.068359 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -20993.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21031.304688 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -21031.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21061.076172 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -21061.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21078.207031 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -21078.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21081.126953 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -21081.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21082.564453 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -21082.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21084.451172 Penalty: 571.686279
	Iteration 10Q: 3 clusters Score -21084.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21093.548828 Penalty: 571.686279
	Iteration 11Q: 3 clusters Score -21093.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21100.183594 Penalty: 571.686279
	Iteration 12Q: 3 clusters Score -21100.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21101.666016 Penalty: 571.686279
	Iteration 13Q: 3 clusters Score -21101.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21102.550781 Penalty: 571.686279
	Iteration 14Q: 3 clusters Score -21102.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21104.437500 Penalty: 571.686279
	Iteration 15Q: 3 clusters Score -21104.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21104.437500 Penalty: 571.686279
	Iteration 16F: 3 clusters Score -21104.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -22209.890625 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -22209.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21700.523438 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -21700.52 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21863.197266 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -21863.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -21925.187500 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -21925.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21956.468750 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -21956.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21974.095703 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -21974.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21993.943359 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -21993.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21997.029297 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -21997.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21998.830078 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -21998.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22000.800781 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -22000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22001.642578 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -22001.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22002.626953 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -22002.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22003.107422 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -22003.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22003.107422 Penalty: 569.098450
	Iteration 12F: 3 clusters Score -22003.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -12554.222656 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -12554.22 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: -12179.096680 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -12179.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12274.766602 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -12274.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12294.177734 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -12294.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12314.093750 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -12314.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12331.734375 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -12331.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12344.011719 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -12344.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12350.005859 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -12350.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12354.693359 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -12354.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12358.320312 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -12358.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12358.624023 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -12358.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12358.808594 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -12358.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12358.808594 Penalty: 519.044189
	Iteration 11F: 3 clusters Score -12358.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 216 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28239 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 4885 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 109689 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388298.000000 Penalty: 16362.268555
Iteration 194F: 28 clusters Score -2.83883e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 2247 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28154 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 24999 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 109637 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 26209 members 
Mstep: Class 17 contains 2323 members 
Mstep: Class 18 contains 2927 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348047 members 
Mstep: Class 27 contains 43999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388476.000000 Penalty: 16362.268555
Iteration 195Q: 28 clusters Score -2.838848e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 2243 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28116 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24956 members 
Mstep: Class 9 contains 4963 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 109616 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 16 contains 26137 members 
Mstep: Class 17 contains 2321 members 
Mstep: Class 18 contains 2923 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348376 members 
Mstep: Class 27 contains 43699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388574.000000 Penalty: 16362.268555
Iteration 196Q: 28 clusters Score -2.838857e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 2241 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28099 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24923 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 109597 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 26090 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348582 members 
Mstep: Class 27 contains 43480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388624.000000 Penalty: 16362.268555
Iteration 197Q: 28 clusters Score -2.838862e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28094 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24903 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 109582 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2091 members 
Mstep: Class 16 contains 26047 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348729 members 
Mstep: Class 27 contains 43292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388594.000000 Penalty: 16362.268555
Iteration 198Q: 28 clusters Score -2.838859e+07 nChanged 329
Entering ConstructFrom: 
Score: -28388594.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -5402.193359 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -5402.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5181.673340 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5181.673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5252.379883 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -5252.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5278.443359 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -5278.443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5289.006348 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -5289.006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5292.520996 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -5292.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5293.795410 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -5293.795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5293.795410 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -5293.795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -33418.011719 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -33418.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32811.390625 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -32811.39 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -32942.937500 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -32942.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -32972.003906 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -32972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32985.691406 Penalty: 592.838867
	Iteration 3Q: 3 clusters Score -32985.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32993.437500 Penalty: 592.838867
	Iteration 4Q: 3 clusters Score -32993.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32997.644531 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -32997.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33003.679688 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -33003.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33007.730469 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -33007.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33010.195312 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -33010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33011.308594 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -33011.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33012.277344 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -33012.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33013.238281 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -33013.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33013.359375 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -33013.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33013.359375 Penalty: 592.838867
	Iteration 13F: 3 clusters Score -33013.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -116954.929688 Penalty: 350.936554
	Iteration 0F: 2 clusters Score -116954.9 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 1103 members 
Entering Unmasked Estep 
Score: -115377.039062 Penalty: 701.873108
	Iteration 0F: 3 clusters Score -115377 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -115852.664062 Penalty: 701.873108
	Iteration 1F: 3 clusters Score -115852.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -115926.617188 Penalty: 701.873108
	Iteration 2F: 3 clusters Score -115926.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -116001.390625 Penalty: 701.873108
	Iteration 3F: 3 clusters Score -116001.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -116074.265625 Penalty: 701.873108
	Iteration 4F: 3 clusters Score -116074.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -116141.375000 Penalty: 701.873108
	Iteration 5F: 3 clusters Score -116141.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -116228.304688 Penalty: 701.873108
	Iteration 6Q: 3 clusters Score -116228.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -116357.273438 Penalty: 701.873108
	Iteration 7F: 3 clusters Score -116357.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -116468.546875 Penalty: 701.873108
	Iteration 8F: 3 clusters Score -116468.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -116535.265625 Penalty: 701.873108
	Iteration 9Q: 3 clusters Score -116535.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -116568.398438 Penalty: 701.873108
	Iteration 10Q: 3 clusters Score -116568.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -116583.210938 Penalty: 701.873108
	Iteration 11Q: 3 clusters Score -116583.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -116588.859375 Penalty: 701.873108
	Iteration 12Q: 3 clusters Score -116588.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -116593.164062 Penalty: 701.873108
	Iteration 13Q: 3 clusters Score -116593.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -116597.671875 Penalty: 701.873108
	Iteration 14Q: 3 clusters Score -116597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -116601.093750 Penalty: 701.873108
	Iteration 15Q: 3 clusters Score -116601.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -116602.375000 Penalty: 701.873108
	Iteration 16Q: 3 clusters Score -116602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -116604.195312 Penalty: 701.873108
	Iteration 17Q: 3 clusters Score -116604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -116604.773438 Penalty: 701.873108
	Iteration 18Q: 3 clusters Score -116604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -116606.382812 Penalty: 701.873108
	Iteration 19Q: 3 clusters Score -116606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -116608.320312 Penalty: 701.873108
	Iteration 20F: 3 clusters Score -116608.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -116610.507812 Penalty: 701.873108
	Iteration 21Q: 3 clusters Score -116610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -116613.273438 Penalty: 701.873108
	Iteration 22Q: 3 clusters Score -116613.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -116614.750000 Penalty: 701.873108
	Iteration 23Q: 3 clusters Score -116614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -116615.523438 Penalty: 701.873108
	Iteration 24Q: 3 clusters Score -116615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -116616.023438 Penalty: 701.873108
	Iteration 25Q: 3 clusters Score -116616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -116616.515625 Penalty: 701.873108
	Iteration 26Q: 3 clusters Score -116616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -116617.054688 Penalty: 701.873108
	Iteration 27Q: 3 clusters Score -116617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -116617.257812 Penalty: 701.873108
	Iteration 28Q: 3 clusters Score -116617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -116617.812500 Penalty: 701.873108
	Iteration 29Q: 3 clusters Score -116617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -116618.835938 Penalty: 701.873108
	Iteration 30Q: 3 clusters Score -116618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -116619.460938 Penalty: 701.873108
	Iteration 31Q: 3 clusters Score -116619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -116620.359375 Penalty: 701.873108
	Iteration 32Q: 3 clusters Score -116620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -116620.820312 Penalty: 701.873108
	Iteration 33Q: 3 clusters Score -116620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -116620.789062 Penalty: 701.873108
	Iteration 34Q: 3 clusters Score -116620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -116620.789062 Penalty: 701.873108
	Iteration 35F: 3 clusters Score -116620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -8851.981445 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -8851.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8561.630859 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -8561.631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8634.768555 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -8634.769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8657.375977 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -8657.376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8673.027344 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -8673.027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8686.529297 Penalty: 490.405548
	Iteration 4F: 3 clusters Score -8686.529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8693.969727 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -8693.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8703.250977 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -8703.251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8708.666016 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -8708.666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8720.045898 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -8720.046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8730.914062 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -8730.914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8733.466797 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -8733.467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8734.525391 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -8734.525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8738.708008 Penalty: 490.405548
	Iteration 12Q: 3 clusters Score -8738.708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8752.006836 Penalty: 490.405548
	Iteration 13Q: 3 clusters Score -8752.007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8754.747070 Penalty: 490.405548
	Iteration 14Q: 3 clusters Score -8754.747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8754.747070 Penalty: 490.405548
	Iteration 15F: 3 clusters Score -8754.747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -116195.601562 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -114507.375000 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114507.4 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -115036.632812 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -115036.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -115134.546875 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -115134.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -115249.890625 Penalty: 707.969543
	Iteration 3F: 3 clusters Score -115249.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115386.968750 Penalty: 707.969543
	Iteration 4F: 3 clusters Score -115387 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -115528.179688 Penalty: 707.969543
	Iteration 5F: 3 clusters Score -115528.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -115652.015625 Penalty: 707.969543
	Iteration 6F: 3 clusters Score -115652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -115754.843750 Penalty: 707.969543
	Iteration 7Q: 3 clusters Score -115754.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -115825.875000 Penalty: 707.969543
	Iteration 8Q: 3 clusters Score -115825.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -115878.406250 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115878.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -115915.203125 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -115924.023438 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -115928.375000 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -115931.125000 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -115931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -115933.640625 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -115933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -115934.187500 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -115934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -115934.187500 Penalty: 707.969543
	Iteration 16F: 3 clusters Score -115934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Entering Unmasked Estep 
Score: -1433252.625000 Penalty: 466.073914
	Iteration 0F: 2 clusters Score -1433253 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 13934 members 
Entering Unmasked Estep 
Score: -1414494.250000 Penalty: 932.147827
	Iteration 0F: 3 clusters Score -1414494 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1422845.375000 Penalty: 932.147827
	Iteration 1F: 3 clusters Score -1422845 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1423806.125000 Penalty: 932.147827
	Iteration 2F: 3 clusters Score -1423806 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1425331.000000 Penalty: 932.147827
	Iteration 3F: 3 clusters Score -1425331 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1427408.000000 Penalty: 932.147827
	Iteration 4F: 3 clusters Score -1427408 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1429398.375000 Penalty: 932.147827
	Iteration 5F: 3 clusters Score -1429398 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1430809.375000 Penalty: 932.147827
	Iteration 6F: 3 clusters Score -1430809 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1431511.000000 Penalty: 932.147827
	Iteration 7Q: 3 clusters Score -1431511 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1431862.625000 Penalty: 932.147827
	Iteration 8Q: 3 clusters Score -1431863 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1432090.125000 Penalty: 932.147827
	Iteration 9Q: 3 clusters Score -1432090 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1432220.625000 Penalty: 932.147827
	Iteration 10Q: 3 clusters Score -1432221 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1432301.250000 Penalty: 932.147827
	Iteration 11Q: 3 clusters Score -1432301 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1432386.125000 Penalty: 932.147827
	Iteration 12Q: 3 clusters Score -1432386 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1432452.750000 Penalty: 932.147827
	Iteration 13Q: 3 clusters Score -1432453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1432499.875000 Penalty: 932.147827
	Iteration 14Q: 3 clusters Score -1432500 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1432551.250000 Penalty: 932.147827
	Iteration 15Q: 3 clusters Score -1432551 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1432603.125000 Penalty: 932.147827
	Iteration 16Q: 3 clusters Score -1432603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1432651.750000 Penalty: 932.147827
	Iteration 17Q: 3 clusters Score -1432652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1432700.875000 Penalty: 932.147827
	Iteration 18Q: 3 clusters Score -1432701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1432747.500000 Penalty: 932.147827
	Iteration 19Q: 3 clusters Score -1432748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1432814.125000 Penalty: 932.147827
	Iteration 20F: 3 clusters Score -1432814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1432873.250000 Penalty: 932.147827
	Iteration 21Q: 3 clusters Score -1432873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1432912.625000 Penalty: 932.147827
	Iteration 22Q: 3 clusters Score -1432913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1432929.125000 Penalty: 932.147827
	Iteration 23Q: 3 clusters Score -1432929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1432944.750000 Penalty: 932.147827
	Iteration 24Q: 3 clusters Score -1432945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1432956.750000 Penalty: 932.147827
	Iteration 25Q: 3 clusters Score -1432957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1432967.500000 Penalty: 932.147827
	Iteration 26Q: 3 clusters Score -1432968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1432979.625000 Penalty: 932.147827
	Iteration 27Q: 3 clusters Score -1432980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1432994.250000 Penalty: 932.147827
	Iteration 28Q: 3 clusters Score -1432994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1433009.625000 Penalty: 932.147827
	Iteration 29Q: 3 clusters Score -1433010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1433024.375000 Penalty: 932.147827
	Iteration 30Q: 3 clusters Score -1433024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1433034.875000 Penalty: 932.147827
	Iteration 31Q: 3 clusters Score -1433035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1433040.750000 Penalty: 932.147827
	Iteration 32Q: 3 clusters Score -1433041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1433046.500000 Penalty: 932.147827
	Iteration 33Q: 3 clusters Score -1433046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1433054.375000 Penalty: 932.147827
	Iteration 34Q: 3 clusters Score -1433054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1433060.500000 Penalty: 932.147827
	Iteration 35Q: 3 clusters Score -1433060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1433066.250000 Penalty: 932.147827
	Iteration 36Q: 3 clusters Score -1433066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1433069.250000 Penalty: 932.147827
	Iteration 37Q: 3 clusters Score -1433069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1433071.625000 Penalty: 932.147827
	Iteration 38Q: 3 clusters Score -1433072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1433072.375000 Penalty: 932.147827
	Iteration 39Q: 3 clusters Score -1433072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1433072.875000 Penalty: 932.147827
	Iteration 40F: 3 clusters Score -1433073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1433075.000000 Penalty: 932.147827
	Iteration 41Q: 3 clusters Score -1433075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1433074.875000 Penalty: 932.147827
	Iteration 42Q: 3 clusters Score -1433075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1433074.500000 Penalty: 932.147827
	Iteration 43Q: 3 clusters Score -1433074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1433073.500000 Penalty: 932.147827
	Iteration 44Q: 3 clusters Score -1433074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1433074.375000 Penalty: 932.147827
	Iteration 45Q: 3 clusters Score -1433074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1433074.500000 Penalty: 932.147827
	Iteration 46Q: 3 clusters Score -1433074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1433078.875000 Penalty: 932.147827
	Iteration 47Q: 3 clusters Score -1433079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1433080.500000 Penalty: 932.147827
	Iteration 48Q: 3 clusters Score -1433080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1433081.375000 Penalty: 932.147827
	Iteration 49Q: 3 clusters Score -1433081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1433080.500000 Penalty: 932.147827
	Iteration 50Q: 3 clusters Score -1433080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1433081.750000 Penalty: 932.147827
	Iteration 51Q: 3 clusters Score -1433082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1433082.250000 Penalty: 932.147827
	Iteration 52Q: 3 clusters Score -1433082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1433081.750000 Penalty: 932.147827
	Iteration 53Q: 3 clusters Score -1433082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1433081.750000 Penalty: 932.147827
	Iteration 54F: 3 clusters Score -1433082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -101263.195312 Penalty: 347.318298
	Iteration 0F: 2 clusters Score -101263.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -99781.359375 Penalty: 694.636597
	Iteration 0F: 3 clusters Score -99781.36 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -100239.546875 Penalty: 694.636597
	Iteration 1F: 3 clusters Score -100239.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -100331.101562 Penalty: 694.636597
	Iteration 2F: 3 clusters Score -100331.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -100443.164062 Penalty: 694.636597
	Iteration 3F: 3 clusters Score -100443.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -100570.601562 Penalty: 694.636597
	Iteration 4F: 3 clusters Score -100570.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -100680.421875 Penalty: 694.636597
	Iteration 5F: 3 clusters Score -100680.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -100797.773438 Penalty: 694.636597
	Iteration 6F: 3 clusters Score -100797.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -100901.937500 Penalty: 694.636597
	Iteration 7Q: 3 clusters Score -100901.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -100971.226562 Penalty: 694.636597
	Iteration 8Q: 3 clusters Score -100971.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -100995.562500 Penalty: 694.636597
	Iteration 9Q: 3 clusters Score -100995.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -101010.445312 Penalty: 694.636597
	Iteration 10Q: 3 clusters Score -101010.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -101026.179688 Penalty: 694.636597
	Iteration 11Q: 3 clusters Score -101026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -101032.984375 Penalty: 694.636597
	Iteration 12Q: 3 clusters Score -101033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -101038.382812 Penalty: 694.636597
	Iteration 13Q: 3 clusters Score -101038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -101038.382812 Penalty: 694.636597
	Iteration 14F: 3 clusters Score -101038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Entering Unmasked Estep 
Score: -1264716.375000 Penalty: 460.568390
	Iteration 0F: 2 clusters Score -1264716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1248016.125000 Penalty: 921.136780
	Iteration 0F: 3 clusters Score -1248016 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1255294.125000 Penalty: 921.136780
	Iteration 1F: 3 clusters Score -1255294 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1255871.000000 Penalty: 921.136780
	Iteration 2Q: 3 clusters Score -1255871 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1256719.250000 Penalty: 921.136780
	Iteration 3F: 3 clusters Score -1256719 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1257993.250000 Penalty: 921.136780
	Iteration 4F: 3 clusters Score -1257993 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1259382.125000 Penalty: 921.136780
	Iteration 5F: 3 clusters Score -1259382 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1260394.875000 Penalty: 921.136780
	Iteration 6F: 3 clusters Score -1260395 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1260885.625000 Penalty: 921.136780
	Iteration 7Q: 3 clusters Score -1260886 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1261153.000000 Penalty: 921.136780
	Iteration 8Q: 3 clusters Score -1261153 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1261365.000000 Penalty: 921.136780
	Iteration 9Q: 3 clusters Score -1261365 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1261589.125000 Penalty: 921.136780
	Iteration 10Q: 3 clusters Score -1261589 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1261821.000000 Penalty: 921.136780
	Iteration 11Q: 3 clusters Score -1261821 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1262072.250000 Penalty: 921.136780
	Iteration 12Q: 3 clusters Score -1262072 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1262314.125000 Penalty: 921.136780
	Iteration 13Q: 3 clusters Score -1262314 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1262568.375000 Penalty: 921.136780
	Iteration 14Q: 3 clusters Score -1262568 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1262791.125000 Penalty: 921.136780
	Iteration 15Q: 3 clusters Score -1262791 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -1262981.000000 Penalty: 921.136780
	Iteration 16Q: 3 clusters Score -1262981 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -1263164.500000 Penalty: 921.136780
	Iteration 17Q: 3 clusters Score -1263164 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1263293.375000 Penalty: 921.136780
	Iteration 18Q: 3 clusters Score -1263293 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -1263412.250000 Penalty: 921.136780
	Iteration 19Q: 3 clusters Score -1263412 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -1263531.375000 Penalty: 921.136780
	Iteration 20F: 3 clusters Score -1263531 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1263627.625000 Penalty: 921.136780
	Iteration 21Q: 3 clusters Score -1263628 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -1263696.000000 Penalty: 921.136780
	Iteration 22Q: 3 clusters Score -1263696 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -1263751.625000 Penalty: 921.136780
	Iteration 23Q: 3 clusters Score -1263752 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -1263791.500000 Penalty: 921.136780
	Iteration 24Q: 3 clusters Score -1263792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -1263818.625000 Penalty: 921.136780
	Iteration 25Q: 3 clusters Score -1263819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -1263850.250000 Penalty: 921.136780
	Iteration 26Q: 3 clusters Score -1263850 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -1263885.000000 Penalty: 921.136780
	Iteration 27Q: 3 clusters Score -1263885 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -1263918.500000 Penalty: 921.136780
	Iteration 28Q: 3 clusters Score -1263918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -1263952.875000 Penalty: 921.136780
	Iteration 29Q: 3 clusters Score -1263953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1263985.250000 Penalty: 921.136780
	Iteration 30Q: 3 clusters Score -1263985 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -1264013.625000 Penalty: 921.136780
	Iteration 31Q: 3 clusters Score -1264014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1264054.500000 Penalty: 921.136780
	Iteration 32Q: 3 clusters Score -1264054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1264085.625000 Penalty: 921.136780
	Iteration 33Q: 3 clusters Score -1264086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -1264121.500000 Penalty: 921.136780
	Iteration 34Q: 3 clusters Score -1264122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1264154.625000 Penalty: 921.136780
	Iteration 35Q: 3 clusters Score -1264155 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -1264187.750000 Penalty: 921.136780
	Iteration 36Q: 3 clusters Score -1264188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1264213.000000 Penalty: 921.136780
	Iteration 37Q: 3 clusters Score -1264213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -1264229.750000 Penalty: 921.136780
	Iteration 38Q: 3 clusters Score -1264230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -1264240.000000 Penalty: 921.136780
	Iteration 39Q: 3 clusters Score -1264240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -1264254.875000 Penalty: 921.136780
	Iteration 40F: 3 clusters Score -1264255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -1264262.875000 Penalty: 921.136780
	Iteration 41Q: 3 clusters Score -1264263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -1264273.875000 Penalty: 921.136780
	Iteration 42Q: 3 clusters Score -1264274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -1264282.250000 Penalty: 921.136780
	Iteration 43Q: 3 clusters Score -1264282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -1264296.250000 Penalty: 921.136780
	Iteration 44Q: 3 clusters Score -1264296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -1264310.875000 Penalty: 921.136780
	Iteration 45Q: 3 clusters Score -1264311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -1264330.875000 Penalty: 921.136780
	Iteration 46Q: 3 clusters Score -1264331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -1264336.250000 Penalty: 921.136780
	Iteration 47Q: 3 clusters Score -1264336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -1264342.625000 Penalty: 921.136780
	Iteration 48Q: 3 clusters Score -1264343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -1264348.125000 Penalty: 921.136780
	Iteration 49Q: 3 clusters Score -1264348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -1264351.375000 Penalty: 921.136780
	Iteration 50Q: 3 clusters Score -1264351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -1264356.125000 Penalty: 921.136780
	Iteration 51Q: 3 clusters Score -1264356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -1264363.000000 Penalty: 921.136780
	Iteration 52Q: 3 clusters Score -1264363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -1264368.250000 Penalty: 921.136780
	Iteration 53Q: 3 clusters Score -1264368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -1264373.625000 Penalty: 921.136780
	Iteration 54Q: 3 clusters Score -1264374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -1264377.625000 Penalty: 921.136780
	Iteration 55Q: 3 clusters Score -1264378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -1264379.375000 Penalty: 921.136780
	Iteration 56Q: 3 clusters Score -1264379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -1264383.500000 Penalty: 921.136780
	Iteration 57Q: 3 clusters Score -1264384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -1264384.250000 Penalty: 921.136780
	Iteration 58Q: 3 clusters Score -1264384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -1264387.500000 Penalty: 921.136780
	Iteration 59Q: 3 clusters Score -1264388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -1264390.500000 Penalty: 921.136780
	Iteration 60F: 3 clusters Score -1264390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1264389.500000 Penalty: 921.136780
	Iteration 61Q: 3 clusters Score -1264390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -1264390.875000 Penalty: 921.136780
	Iteration 62Q: 3 clusters Score -1264391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -1264391.000000 Penalty: 921.136780
	Iteration 63Q: 3 clusters Score -1264391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -1264391.750000 Penalty: 921.136780
	Iteration 64Q: 3 clusters Score -1264392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -1264392.000000 Penalty: 921.136780
	Iteration 65Q: 3 clusters Score -1264392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -1264392.125000 Penalty: 921.136780
	Iteration 66Q: 3 clusters Score -1264392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -1264392.125000 Penalty: 921.136780
	Iteration 67F: 3 clusters Score -1264392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -222914.453125 Penalty: 387.577759
	Iteration 0F: 2 clusters Score -222914.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -219548.343750 Penalty: 775.155518
	Iteration 0F: 3 clusters Score -219548.3 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -220777.343750 Penalty: 775.155518
	Iteration 1F: 3 clusters Score -220777.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -220964.390625 Penalty: 775.155518
	Iteration 2F: 3 clusters Score -220964.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -221196.609375 Penalty: 775.155518
	Iteration 3F: 3 clusters Score -221196.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -221496.078125 Penalty: 775.155518
	Iteration 4F: 3 clusters Score -221496.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -221812.734375 Penalty: 775.155518
	Iteration 5F: 3 clusters Score -221812.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -221970.734375 Penalty: 775.155518
	Iteration 6F: 3 clusters Score -221970.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -222036.453125 Penalty: 775.155518
	Iteration 7Q: 3 clusters Score -222036.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -222076.406250 Penalty: 775.155518
	Iteration 8Q: 3 clusters Score -222076.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -222114.281250 Penalty: 775.155518
	Iteration 9Q: 3 clusters Score -222114.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -222154.484375 Penalty: 775.155518
	Iteration 10Q: 3 clusters Score -222154.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -222201.515625 Penalty: 775.155518
	Iteration 11Q: 3 clusters Score -222201.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -222250.562500 Penalty: 775.155518
	Iteration 12Q: 3 clusters Score -222250.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -222302.312500 Penalty: 775.155518
	Iteration 13Q: 3 clusters Score -222302.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -222359.687500 Penalty: 775.155518
	Iteration 14Q: 3 clusters Score -222359.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -222406.781250 Penalty: 775.155518
	Iteration 15Q: 3 clusters Score -222406.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -222445.890625 Penalty: 775.155518
	Iteration 16Q: 3 clusters Score -222445.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -222476.296875 Penalty: 775.155518
	Iteration 17Q: 3 clusters Score -222476.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -222499.843750 Penalty: 775.155518
	Iteration 18Q: 3 clusters Score -222499.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -222516.421875 Penalty: 775.155518
	Iteration 19Q: 3 clusters Score -222516.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -222525.875000 Penalty: 775.155518
	Iteration 20F: 3 clusters Score -222525.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -222533.734375 Penalty: 775.155518
	Iteration 21Q: 3 clusters Score -222533.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -222540.703125 Penalty: 775.155518
	Iteration 22Q: 3 clusters Score -222540.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -222545.843750 Penalty: 775.155518
	Iteration 23Q: 3 clusters Score -222545.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -222548.921875 Penalty: 775.155518
	Iteration 24Q: 3 clusters Score -222548.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -222551.890625 Penalty: 775.155518
	Iteration 25Q: 3 clusters Score -222551.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -222556.671875 Penalty: 775.155518
	Iteration 26Q: 3 clusters Score -222556.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -222560.687500 Penalty: 775.155518
	Iteration 27Q: 3 clusters Score -222560.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -222568.390625 Penalty: 775.155518
	Iteration 28Q: 3 clusters Score -222568.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -222580.531250 Penalty: 775.155518
	Iteration 29Q: 3 clusters Score -222580.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -222595.828125 Penalty: 775.155518
	Iteration 30Q: 3 clusters Score -222595.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -222605.906250 Penalty: 775.155518
	Iteration 31Q: 3 clusters Score -222605.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -222612.390625 Penalty: 775.155518
	Iteration 32Q: 3 clusters Score -222612.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -222616.812500 Penalty: 775.155518
	Iteration 33Q: 3 clusters Score -222616.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -222623.234375 Penalty: 775.155518
	Iteration 34Q: 3 clusters Score -222623.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -222629.937500 Penalty: 775.155518
	Iteration 35Q: 3 clusters Score -222629.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -222635.656250 Penalty: 775.155518
	Iteration 36Q: 3 clusters Score -222635.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -222643.921875 Penalty: 775.155518
	Iteration 37Q: 3 clusters Score -222643.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -222650.968750 Penalty: 775.155518
	Iteration 38Q: 3 clusters Score -222651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -222655.375000 Penalty: 775.155518
	Iteration 39Q: 3 clusters Score -222655.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -222659.593750 Penalty: 775.155518
	Iteration 40F: 3 clusters Score -222659.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -222664.000000 Penalty: 775.155518
	Iteration 41Q: 3 clusters Score -222664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -222666.484375 Penalty: 775.155518
	Iteration 42Q: 3 clusters Score -222666.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -222668.328125 Penalty: 775.155518
	Iteration 43Q: 3 clusters Score -222668.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -222670.031250 Penalty: 775.155518
	Iteration 44Q: 3 clusters Score -222670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -222672.078125 Penalty: 775.155518
	Iteration 45Q: 3 clusters Score -222672.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -222674.265625 Penalty: 775.155518
	Iteration 46Q: 3 clusters Score -222674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -222674.578125 Penalty: 775.155518
	Iteration 47Q: 3 clusters Score -222674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -222675.203125 Penalty: 775.155518
	Iteration 48Q: 3 clusters Score -222675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -222676.078125 Penalty: 775.155518
	Iteration 49Q: 3 clusters Score -222676.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -222677.234375 Penalty: 775.155518
	Iteration 50Q: 3 clusters Score -222677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -222677.562500 Penalty: 775.155518
	Iteration 51Q: 3 clusters Score -222677.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -222677.953125 Penalty: 775.155518
	Iteration 52Q: 3 clusters Score -222678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -222678.078125 Penalty: 775.155518
	Iteration 53Q: 3 clusters Score -222678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -222678.187500 Penalty: 775.155518
	Iteration 54Q: 3 clusters Score -222678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -222678.406250 Penalty: 775.155518
	Iteration 55Q: 3 clusters Score -222678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -222678.406250 Penalty: 775.155518
	Iteration 56F: 3 clusters Score -222678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -24534.429688 Penalty: 285.587280
	Iteration 0F: 2 clusters Score -24534.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24045.404297 Penalty: 571.174561
	Iteration 0F: 3 clusters Score -24045.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24147.005859 Penalty: 571.174561
	Iteration 1F: 3 clusters Score -24147.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24189.544922 Penalty: 571.174561
	Iteration 2F: 3 clusters Score -24189.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24215.955078 Penalty: 571.174561
	Iteration 3F: 3 clusters Score -24215.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24236.484375 Penalty: 571.174561
	Iteration 4Q: 3 clusters Score -24236.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24256.568359 Penalty: 571.174561
	Iteration 5Q: 3 clusters Score -24256.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24275.714844 Penalty: 571.174561
	Iteration 6Q: 3 clusters Score -24275.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24294.619141 Penalty: 571.174561
	Iteration 7Q: 3 clusters Score -24294.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24305.625000 Penalty: 571.174561
	Iteration 8Q: 3 clusters Score -24305.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24313.964844 Penalty: 571.174561
	Iteration 9Q: 3 clusters Score -24313.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24316.587891 Penalty: 571.174561
	Iteration 10Q: 3 clusters Score -24316.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24320.509766 Penalty: 571.174561
	Iteration 11Q: 3 clusters Score -24320.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24323.050781 Penalty: 571.174561
	Iteration 12Q: 3 clusters Score -24323.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24324.949219 Penalty: 571.174561
	Iteration 13Q: 3 clusters Score -24324.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24328.003906 Penalty: 571.174561
	Iteration 14Q: 3 clusters Score -24328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24329.613281 Penalty: 571.174561
	Iteration 15Q: 3 clusters Score -24329.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24330.193359 Penalty: 571.174561
	Iteration 16Q: 3 clusters Score -24330.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24330.460938 Penalty: 571.174561
	Iteration 17Q: 3 clusters Score -24330.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24330.460938 Penalty: 571.174561
	Iteration 18F: 3 clusters Score -24330.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109571 members 
Entering Unmasked Estep 
Score: -5364749.500000 Penalty: 527.996948
	Iteration 0F: 2 clusters Score -5364750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -5290513.000000 Penalty: 1055.993896
	Iteration 0F: 3 clusters Score -5290513 nChanged 53759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -5323562.500000 Penalty: 1055.993896
	Iteration 1F: 3 clusters Score -5323562 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -5325420.000000 Penalty: 1055.993896
	Iteration 2Q: 3 clusters Score -5325420 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -5328029.500000 Penalty: 1055.993896
	Iteration 3F: 3 clusters Score -5328030 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -5330970.500000 Penalty: 1055.993896
	Iteration 4F: 3 clusters Score -5330970 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -5334213.500000 Penalty: 1055.993896
	Iteration 5F: 3 clusters Score -5334214 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -5337737.500000 Penalty: 1055.993896
	Iteration 6F: 3 clusters Score -5337738 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -5341084.500000 Penalty: 1055.993896
	Iteration 7F: 3 clusters Score -5341084 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -5343647.500000 Penalty: 1055.993896
	Iteration 8Q: 3 clusters Score -5343648 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -5345164.000000 Penalty: 1055.993896
	Iteration 9Q: 3 clusters Score -5345164 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -5345893.500000 Penalty: 1055.993896
	Iteration 10Q: 3 clusters Score -5345894 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -5346396.000000 Penalty: 1055.993896
	Iteration 11Q: 3 clusters Score -5346396 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -5346959.000000 Penalty: 1055.993896
	Iteration 12Q: 3 clusters Score -5346959 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -5347505.000000 Penalty: 1055.993896
	Iteration 13Q: 3 clusters Score -5347505 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -5348083.500000 Penalty: 1055.993896
	Iteration 14Q: 3 clusters Score -5348084 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -5348704.500000 Penalty: 1055.993896
	Iteration 15Q: 3 clusters Score -5348704 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -5349448.000000 Penalty: 1055.993896
	Iteration 16Q: 3 clusters Score -5349448 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -5350307.500000 Penalty: 1055.993896
	Iteration 17Q: 3 clusters Score -5350308 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -5351322.500000 Penalty: 1055.993896
	Iteration 18Q: 3 clusters Score -5351322 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -5352346.500000 Penalty: 1055.993896
	Iteration 19Q: 3 clusters Score -5352346 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -5353434.500000 Penalty: 1055.993896
	Iteration 20F: 3 clusters Score -5353434 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 87468 members 
Entering Unmasked Estep 
Score: -5354489.000000 Penalty: 1055.993896
	Iteration 21Q: 3 clusters Score -5354489 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -5355548.000000 Penalty: 1055.993896
	Iteration 22Q: 3 clusters Score -5355548 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -5356601.000000 Penalty: 1055.993896
	Iteration 23Q: 3 clusters Score -5356601 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -5357693.000000 Penalty: 1055.993896
	Iteration 24Q: 3 clusters Score -5357693 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -5358707.500000 Penalty: 1055.993896
	Iteration 25Q: 3 clusters Score -5358708 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -5359696.000000 Penalty: 1055.993896
	Iteration 26Q: 3 clusters Score -5359696 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -5360556.000000 Penalty: 1055.993896
	Iteration 27Q: 3 clusters Score -5360556 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
Score: -5361389.500000 Penalty: 1055.993896
	Iteration 28Q: 3 clusters Score -5361390 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -5362105.000000 Penalty: 1055.993896
	Iteration 29Q: 3 clusters Score -5362105 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 103305 members 
Entering Unmasked Estep 
Score: -5362722.000000 Penalty: 1055.993896
	Iteration 30Q: 3 clusters Score -5362722 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -5363144.500000 Penalty: 1055.993896
	Iteration 31Q: 3 clusters Score -5363144 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 104856 members 
Entering Unmasked Estep 
Score: -5363536.500000 Penalty: 1055.993896
	Iteration 32Q: 3 clusters Score -5363536 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 105428 members 
Entering Unmasked Estep 
Score: -5363805.500000 Penalty: 1055.993896
	Iteration 33Q: 3 clusters Score -5363806 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -5364032.000000 Penalty: 1055.993896
	Iteration 34Q: 3 clusters Score -5364032 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -5364205.500000 Penalty: 1055.993896
	Iteration 35Q: 3 clusters Score -5364206 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 106636 members 
Entering Unmasked Estep 
Score: -5364339.000000 Penalty: 1055.993896
	Iteration 36Q: 3 clusters Score -5364339 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -5364407.500000 Penalty: 1055.993896
	Iteration 37Q: 3 clusters Score -5364408 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -5364465.500000 Penalty: 1055.993896
	Iteration 38Q: 3 clusters Score -5364466 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -5364495.000000 Penalty: 1055.993896
	Iteration 39Q: 3 clusters Score -5364495 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 107384 members 
Entering Unmasked Estep 
Score: -5364530.000000 Penalty: 1055.993896
	Iteration 40F: 3 clusters Score -5364530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -5364557.500000 Penalty: 1055.993896
	Iteration 41Q: 3 clusters Score -5364558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -5364590.500000 Penalty: 1055.993896
	Iteration 42Q: 3 clusters Score -5364590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -5364601.500000 Penalty: 1055.993896
	Iteration 43Q: 3 clusters Score -5364602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -5364623.500000 Penalty: 1055.993896
	Iteration 44Q: 3 clusters Score -5364624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -5364631.500000 Penalty: 1055.993896
	Iteration 45Q: 3 clusters Score -5364632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 107896 members 
Entering Unmasked Estep 
Score: -5364638.500000 Penalty: 1055.993896
	Iteration 46Q: 3 clusters Score -5364638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -5364657.000000 Penalty: 1055.993896
	Iteration 47Q: 3 clusters Score -5364657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -5364661.000000 Penalty: 1055.993896
	Iteration 48Q: 3 clusters Score -5364661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -5364668.000000 Penalty: 1055.993896
	Iteration 49Q: 3 clusters Score -5364668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 108074 members 
Entering Unmasked Estep 
Score: -5364684.500000 Penalty: 1055.993896
	Iteration 50Q: 3 clusters Score -5364684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -5364688.500000 Penalty: 1055.993896
	Iteration 51Q: 3 clusters Score -5364688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 108128 members 
Entering Unmasked Estep 
Score: -5364684.000000 Penalty: 1055.993896
	Iteration 52Q: 3 clusters Score -5364684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -5364679.500000 Penalty: 1055.993896
	Iteration 53Q: 3 clusters Score -5364680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -5364680.000000 Penalty: 1055.993896
	Iteration 54Q: 3 clusters Score -5364680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -5364677.500000 Penalty: 1055.993896
	Iteration 55Q: 3 clusters Score -5364678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -5364674.500000 Penalty: 1055.993896
	Iteration 56Q: 3 clusters Score -5364674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -5364675.500000 Penalty: 1055.993896
	Iteration 57Q: 3 clusters Score -5364676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -5364672.000000 Penalty: 1055.993896
	Iteration 58Q: 3 clusters Score -5364672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -5364674.000000 Penalty: 1055.993896
	Iteration 59Q: 3 clusters Score -5364674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -5364674.000000 Penalty: 1055.993896
	Iteration 60F: 3 clusters Score -5364674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -5364676.000000 Penalty: 1055.993896
	Iteration 61Q: 3 clusters Score -5364676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 108217 members 
Entering Unmasked Estep 
Score: -5364675.000000 Penalty: 1055.993896
	Iteration 62Q: 3 clusters Score -5364675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 108222 members 
Entering Unmasked Estep 
Score: -5364673.500000 Penalty: 1055.993896
	Iteration 63Q: 3 clusters Score -5364674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -5364672.000000 Penalty: 1055.993896
	Iteration 64Q: 3 clusters Score -5364672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -5364673.000000 Penalty: 1055.993896
	Iteration 65Q: 3 clusters Score -5364673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -5364673.000000 Penalty: 1055.993896
	Iteration 66F: 3 clusters Score -5364673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -13841.935547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -13841.94 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 164 members 
Entering Unmasked Estep 
Score: -13455.010742 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -13455.01 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13550.519531 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -13550.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13577.017578 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -13577.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13590.936523 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -13590.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13631.548828 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -13631.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13680.377930 Penalty: 532.550415
	Iteration 5F: 3 clusters Score -13680.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13722.315430 Penalty: 532.550415
	Iteration 6F: 3 clusters Score -13722.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13751.837891 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -13751.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13786.101562 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -13786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13822.237305 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -13822.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13833.531250 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -13833.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13852.772461 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -13852.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13910.434570 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -13910.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13963.433594 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -13963.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13973.919922 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -13973.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13980.941406 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -13980.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13985.086914 Penalty: 532.550415
	Iteration 16Q: 3 clusters Score -13985.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13990.350586 Penalty: 532.550415
	Iteration 17Q: 3 clusters Score -13990.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13998.167969 Penalty: 532.550415
	Iteration 18Q: 3 clusters Score -13998.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14008.736328 Penalty: 532.550415
	Iteration 19Q: 3 clusters Score -14008.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14019.717773 Penalty: 532.550415
	Iteration 20F: 3 clusters Score -14019.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14030.157227 Penalty: 532.550415
	Iteration 21Q: 3 clusters Score -14030.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14035.634766 Penalty: 532.550415
	Iteration 22Q: 3 clusters Score -14035.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14046.500977 Penalty: 532.550415
	Iteration 23Q: 3 clusters Score -14046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14064.426758 Penalty: 532.550415
	Iteration 24Q: 3 clusters Score -14064.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14075.893555 Penalty: 532.550415
	Iteration 25Q: 3 clusters Score -14075.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14079.374023 Penalty: 532.550415
	Iteration 26Q: 3 clusters Score -14079.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14079.374023 Penalty: 532.550415
	Iteration 27F: 3 clusters Score -14079.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24894 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 109571 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348829 members 
Mstep: Class 27 contains 43146 members 
Mstep: Class 28 contains 120 members 
Entering Unmasked Estep 
Score: -28388412.000000 Penalty: 16968.279297
Splitting cluster 12 changes total score from -28388594.000000 to -28388412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -16193.147461 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -16193.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15779.331055 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -15779.33 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15867.323242 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -15867.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15920.356445 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -15920.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15935.564453 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -15935.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15944.050781 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -15944.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15949.361328 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -15949.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15951.882812 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -15951.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15953.995117 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -15954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15957.161133 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -15957.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15958.040039 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -15958.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15958.040039 Penalty: 537.882507
	Iteration 10F: 3 clusters Score -15958.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -55338.500000 Penalty: 324.127106
	Iteration 0F: 2 clusters Score -55338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -54378.253906 Penalty: 648.254211
	Iteration 0F: 3 clusters Score -54378.25 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -54669.093750 Penalty: 648.254211
	Iteration 1F: 3 clusters Score -54669.09 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -54744.644531 Penalty: 648.254211
	Iteration 2F: 3 clusters Score -54744.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -54789.167969 Penalty: 648.254211
	Iteration 3F: 3 clusters Score -54789.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -54828.769531 Penalty: 648.254211
	Iteration 4Q: 3 clusters Score -54828.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -54847.398438 Penalty: 648.254211
	Iteration 5Q: 3 clusters Score -54847.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -54857.253906 Penalty: 648.254211
	Iteration 6Q: 3 clusters Score -54857.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -54866.343750 Penalty: 648.254211
	Iteration 7Q: 3 clusters Score -54866.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -54876.703125 Penalty: 648.254211
	Iteration 8Q: 3 clusters Score -54876.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -54888.953125 Penalty: 648.254211
	Iteration 9Q: 3 clusters Score -54888.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -54897.191406 Penalty: 648.254211
	Iteration 10Q: 3 clusters Score -54897.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -54904.515625 Penalty: 648.254211
	Iteration 11Q: 3 clusters Score -54904.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -54907.882812 Penalty: 648.254211
	Iteration 12Q: 3 clusters Score -54907.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -54909.031250 Penalty: 648.254211
	Iteration 13Q: 3 clusters Score -54909.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -54911.378906 Penalty: 648.254211
	Iteration 14Q: 3 clusters Score -54911.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -54914.328125 Penalty: 648.254211
	Iteration 15Q: 3 clusters Score -54914.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -54917.523438 Penalty: 648.254211
	Iteration 16Q: 3 clusters Score -54917.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -54920.976562 Penalty: 648.254211
	Iteration 17Q: 3 clusters Score -54920.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -54924.070312 Penalty: 648.254211
	Iteration 18Q: 3 clusters Score -54924.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -54925.722656 Penalty: 648.254211
	Iteration 19Q: 3 clusters Score -54925.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -54926.816406 Penalty: 648.254211
	Iteration 20F: 3 clusters Score -54926.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -54927.242188 Penalty: 648.254211
	Iteration 21Q: 3 clusters Score -54927.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -54927.718750 Penalty: 648.254211
	Iteration 22Q: 3 clusters Score -54927.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -54928.351562 Penalty: 648.254211
	Iteration 23Q: 3 clusters Score -54928.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -54928.351562 Penalty: 648.254211
	Iteration 24F: 3 clusters Score -54928.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -108536.601562 Penalty: 349.615814
	Iteration 0F: 2 clusters Score -108536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -106972.320312 Penalty: 699.231628
	Iteration 0F: 3 clusters Score -106972.3 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -107449.937500 Penalty: 699.231628
	Iteration 1F: 3 clusters Score -107449.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -107503.812500 Penalty: 699.231628
	Iteration 2F: 3 clusters Score -107503.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -107551.468750 Penalty: 699.231628
	Iteration 3F: 3 clusters Score -107551.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -107598.015625 Penalty: 699.231628
	Iteration 4Q: 3 clusters Score -107598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -107633.945312 Penalty: 699.231628
	Iteration 5Q: 3 clusters Score -107633.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -107667.937500 Penalty: 699.231628
	Iteration 6Q: 3 clusters Score -107667.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -107691.007812 Penalty: 699.231628
	Iteration 7Q: 3 clusters Score -107691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -107726.742188 Penalty: 699.231628
	Iteration 8Q: 3 clusters Score -107726.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -107787.671875 Penalty: 699.231628
	Iteration 9Q: 3 clusters Score -107787.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -107841.867188 Penalty: 699.231628
	Iteration 10Q: 3 clusters Score -107841.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -107894.562500 Penalty: 699.231628
	Iteration 11Q: 3 clusters Score -107894.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -107933.718750 Penalty: 699.231628
	Iteration 12Q: 3 clusters Score -107933.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -107962.664062 Penalty: 699.231628
	Iteration 13Q: 3 clusters Score -107962.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -107985.414062 Penalty: 699.231628
	Iteration 14Q: 3 clusters Score -107985.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -108007.195312 Penalty: 699.231628
	Iteration 15Q: 3 clusters Score -108007.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -108019.195312 Penalty: 699.231628
	Iteration 16Q: 3 clusters Score -108019.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -108025.773438 Penalty: 699.231628
	Iteration 17Q: 3 clusters Score -108025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -108028.648438 Penalty: 699.231628
	Iteration 18Q: 3 clusters Score -108028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -108030.804688 Penalty: 699.231628
	Iteration 19Q: 3 clusters Score -108030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -108033.093750 Penalty: 699.231628
	Iteration 20F: 3 clusters Score -108033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -108035.890625 Penalty: 699.231628
	Iteration 21Q: 3 clusters Score -108035.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -108039.585938 Penalty: 699.231628
	Iteration 22Q: 3 clusters Score -108039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -108042.445312 Penalty: 699.231628
	Iteration 23Q: 3 clusters Score -108042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -108046.757812 Penalty: 699.231628
	Iteration 24Q: 3 clusters Score -108046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -108049.937500 Penalty: 699.231628
	Iteration 25Q: 3 clusters Score -108049.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -108052.414062 Penalty: 699.231628
	Iteration 26Q: 3 clusters Score -108052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -108053.218750 Penalty: 699.231628
	Iteration 27Q: 3 clusters Score -108053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -108054.640625 Penalty: 699.231628
	Iteration 28Q: 3 clusters Score -108054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -108055.625000 Penalty: 699.231628
	Iteration 29Q: 3 clusters Score -108055.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -108058.414062 Penalty: 699.231628
	Iteration 30Q: 3 clusters Score -108058.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -108064.414062 Penalty: 699.231628
	Iteration 31Q: 3 clusters Score -108064.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -108074.226562 Penalty: 699.231628
	Iteration 32Q: 3 clusters Score -108074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -108082.382812 Penalty: 699.231628
	Iteration 33Q: 3 clusters Score -108082.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -108091.164062 Penalty: 699.231628
	Iteration 34Q: 3 clusters Score -108091.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -108099.187500 Penalty: 699.231628
	Iteration 35Q: 3 clusters Score -108099.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -108107.117188 Penalty: 699.231628
	Iteration 36Q: 3 clusters Score -108107.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -108116.476562 Penalty: 699.231628
	Iteration 37Q: 3 clusters Score -108116.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -108128.882812 Penalty: 699.231628
	Iteration 38Q: 3 clusters Score -108128.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -108136.687500 Penalty: 699.231628
	Iteration 39Q: 3 clusters Score -108136.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -108146.757812 Penalty: 699.231628
	Iteration 40F: 3 clusters Score -108146.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -108152.898438 Penalty: 699.231628
	Iteration 41Q: 3 clusters Score -108152.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -108156.929688 Penalty: 699.231628
	Iteration 42Q: 3 clusters Score -108156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -108161.101562 Penalty: 699.231628
	Iteration 43Q: 3 clusters Score -108161.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -108163.953125 Penalty: 699.231628
	Iteration 44Q: 3 clusters Score -108164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -108165.531250 Penalty: 699.231628
	Iteration 45Q: 3 clusters Score -108165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -108165.750000 Penalty: 699.231628
	Iteration 46Q: 3 clusters Score -108165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -108165.750000 Penalty: 699.231628
	Iteration 47F: 3 clusters Score -108165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Entering Unmasked Estep 
Score: -1321090.125000 Penalty: 462.556763
	Iteration 0F: 2 clusters Score -1321090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1303863.125000 Penalty: 925.113525
	Iteration 0F: 3 clusters Score -1303863 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1311996.375000 Penalty: 925.113525
	Iteration 1F: 3 clusters Score -1311996 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1313624.125000 Penalty: 925.113525
	Iteration 2F: 3 clusters Score -1313624 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -1316007.000000 Penalty: 925.113525
	Iteration 3F: 3 clusters Score -1316007 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -1318346.750000 Penalty: 925.113525
	Iteration 4F: 3 clusters Score -1318347 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -1319632.500000 Penalty: 925.113525
	Iteration 5Q: 3 clusters Score -1319632 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -1319980.500000 Penalty: 925.113525
	Iteration 6Q: 3 clusters Score -1319980 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -1320093.250000 Penalty: 925.113525
	Iteration 7Q: 3 clusters Score -1320093 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -1320165.000000 Penalty: 925.113525
	Iteration 8Q: 3 clusters Score -1320165 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -1320221.000000 Penalty: 925.113525
	Iteration 9Q: 3 clusters Score -1320221 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -1320264.500000 Penalty: 925.113525
	Iteration 10Q: 3 clusters Score -1320264 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -1320296.250000 Penalty: 925.113525
	Iteration 11Q: 3 clusters Score -1320296 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -1320323.125000 Penalty: 925.113525
	Iteration 12Q: 3 clusters Score -1320323 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -1320353.250000 Penalty: 925.113525
	Iteration 13Q: 3 clusters Score -1320353 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -1320383.125000 Penalty: 925.113525
	Iteration 14Q: 3 clusters Score -1320383 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -1320404.750000 Penalty: 925.113525
	Iteration 15Q: 3 clusters Score -1320405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -1320438.250000 Penalty: 925.113525
	Iteration 16Q: 3 clusters Score -1320438 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -1320472.000000 Penalty: 925.113525
	Iteration 17Q: 3 clusters Score -1320472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -1320503.875000 Penalty: 925.113525
	Iteration 18Q: 3 clusters Score -1320504 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -1320541.875000 Penalty: 925.113525
	Iteration 19Q: 3 clusters Score -1320542 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -1320572.625000 Penalty: 925.113525
	Iteration 20F: 3 clusters Score -1320573 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -1320598.125000 Penalty: 925.113525
	Iteration 21Q: 3 clusters Score -1320598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -1320626.875000 Penalty: 925.113525
	Iteration 22Q: 3 clusters Score -1320627 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -1320644.250000 Penalty: 925.113525
	Iteration 23Q: 3 clusters Score -1320644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -1320658.625000 Penalty: 925.113525
	Iteration 24Q: 3 clusters Score -1320659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -1320678.000000 Penalty: 925.113525
	Iteration 25Q: 3 clusters Score -1320678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -1320686.500000 Penalty: 925.113525
	Iteration 26Q: 3 clusters Score -1320686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -1320694.625000 Penalty: 925.113525
	Iteration 27Q: 3 clusters Score -1320695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1320701.250000 Penalty: 925.113525
	Iteration 28Q: 3 clusters Score -1320701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -1320707.625000 Penalty: 925.113525
	Iteration 29Q: 3 clusters Score -1320708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -1320711.625000 Penalty: 925.113525
	Iteration 30Q: 3 clusters Score -1320712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -1320719.500000 Penalty: 925.113525
	Iteration 31Q: 3 clusters Score -1320720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -1320726.500000 Penalty: 925.113525
	Iteration 32Q: 3 clusters Score -1320726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -1320735.500000 Penalty: 925.113525
	Iteration 33Q: 3 clusters Score -1320736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -1320743.750000 Penalty: 925.113525
	Iteration 34Q: 3 clusters Score -1320744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -1320749.750000 Penalty: 925.113525
	Iteration 35Q: 3 clusters Score -1320750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -1320755.375000 Penalty: 925.113525
	Iteration 36Q: 3 clusters Score -1320755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -1320759.125000 Penalty: 925.113525
	Iteration 37Q: 3 clusters Score -1320759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -1320763.250000 Penalty: 925.113525
	Iteration 38Q: 3 clusters Score -1320763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -1320766.500000 Penalty: 925.113525
	Iteration 39Q: 3 clusters Score -1320766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1320765.500000 Penalty: 925.113525
	Iteration 40F: 3 clusters Score -1320766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -1320768.250000 Penalty: 925.113525
	Iteration 41Q: 3 clusters Score -1320768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -1320772.750000 Penalty: 925.113525
	Iteration 42Q: 3 clusters Score -1320773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -1320774.875000 Penalty: 925.113525
	Iteration 43Q: 3 clusters Score -1320775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -1320779.750000 Penalty: 925.113525
	Iteration 44Q: 3 clusters Score -1320780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -1320780.125000 Penalty: 925.113525
	Iteration 45Q: 3 clusters Score -1320780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -1320780.750000 Penalty: 925.113525
	Iteration 46Q: 3 clusters Score -1320781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -1320779.875000 Penalty: 925.113525
	Iteration 47Q: 3 clusters Score -1320780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -1320781.375000 Penalty: 925.113525
	Iteration 48Q: 3 clusters Score -1320781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -1320783.250000 Penalty: 925.113525
	Iteration 49Q: 3 clusters Score -1320783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -1320782.875000 Penalty: 925.113525
	Iteration 50Q: 3 clusters Score -1320783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -1320785.000000 Penalty: 925.113525
	Iteration 51Q: 3 clusters Score -1320785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -1320784.000000 Penalty: 925.113525
	Iteration 52Q: 3 clusters Score -1320784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -1320784.625000 Penalty: 925.113525
	Iteration 53Q: 3 clusters Score -1320785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -1320784.875000 Penalty: 925.113525
	Iteration 54Q: 3 clusters Score -1320785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -1320784.500000 Penalty: 925.113525
	Iteration 55Q: 3 clusters Score -1320784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -1320785.250000 Penalty: 925.113525
	Iteration 56Q: 3 clusters Score -1320785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -1320784.000000 Penalty: 925.113525
	Iteration 57Q: 3 clusters Score -1320784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -1320785.125000 Penalty: 925.113525
	Iteration 58Q: 3 clusters Score -1320785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -1320785.125000 Penalty: 925.113525
	Iteration 59F: 3 clusters Score -1320785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -115927.976562 Penalty: 353.275482
	Iteration 0F: 2 clusters Score -115928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -114280.078125 Penalty: 706.550964
	Iteration 0F: 3 clusters Score -114280.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -114834.562500 Penalty: 706.550964
	Iteration 1F: 3 clusters Score -114834.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -114878.054688 Penalty: 706.550964
	Iteration 2F: 3 clusters Score -114878.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -114907.468750 Penalty: 706.550964
	Iteration 3Q: 3 clusters Score -114907.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -114934.695312 Penalty: 706.550964
	Iteration 4Q: 3 clusters Score -114934.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -114968.593750 Penalty: 706.550964
	Iteration 5Q: 3 clusters Score -114968.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -114997.335938 Penalty: 706.550964
	Iteration 6Q: 3 clusters Score -114997.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -115027.343750 Penalty: 706.550964
	Iteration 7Q: 3 clusters Score -115027.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -115065.976562 Penalty: 706.550964
	Iteration 8Q: 3 clusters Score -115066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -115114.390625 Penalty: 706.550964
	Iteration 9Q: 3 clusters Score -115114.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -115183.882812 Penalty: 706.550964
	Iteration 10Q: 3 clusters Score -115183.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -115265.625000 Penalty: 706.550964
	Iteration 11Q: 3 clusters Score -115265.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -115360.203125 Penalty: 706.550964
	Iteration 12F: 3 clusters Score -115360.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -115440.968750 Penalty: 706.550964
	Iteration 13Q: 3 clusters Score -115441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -115497.335938 Penalty: 706.550964
	Iteration 14Q: 3 clusters Score -115497.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -115527.468750 Penalty: 706.550964
	Iteration 15Q: 3 clusters Score -115527.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -115556.843750 Penalty: 706.550964
	Iteration 16Q: 3 clusters Score -115556.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -115579.390625 Penalty: 706.550964
	Iteration 17Q: 3 clusters Score -115579.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -115593.320312 Penalty: 706.550964
	Iteration 18Q: 3 clusters Score -115593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -115598.742188 Penalty: 706.550964
	Iteration 19Q: 3 clusters Score -115598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -115604.375000 Penalty: 706.550964
	Iteration 20F: 3 clusters Score -115604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -115609.414062 Penalty: 706.550964
	Iteration 21Q: 3 clusters Score -115609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -115618.046875 Penalty: 706.550964
	Iteration 22Q: 3 clusters Score -115618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -115621.703125 Penalty: 706.550964
	Iteration 23Q: 3 clusters Score -115621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -115623.867188 Penalty: 706.550964
	Iteration 24Q: 3 clusters Score -115623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -115624.023438 Penalty: 706.550964
	Iteration 25Q: 3 clusters Score -115624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -115624.023438 Penalty: 706.550964
	Iteration 26F: 3 clusters Score -115624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -149723.609375 Penalty: 363.028748
	Iteration 0F: 2 clusters Score -149723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -147693.343750 Penalty: 726.057495
	Iteration 0F: 3 clusters Score -147693.3 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -148394.125000 Penalty: 726.057495
	Iteration 1F: 3 clusters Score -148394.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -148473.562500 Penalty: 726.057495
	Iteration 2F: 3 clusters Score -148473.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -148562.734375 Penalty: 726.057495
	Iteration 3F: 3 clusters Score -148562.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -148657.156250 Penalty: 726.057495
	Iteration 4F: 3 clusters Score -148657.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -148793.859375 Penalty: 726.057495
	Iteration 5F: 3 clusters Score -148793.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -148967.406250 Penalty: 726.057495
	Iteration 6F: 3 clusters Score -148967.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -149125.843750 Penalty: 726.057495
	Iteration 7F: 3 clusters Score -149125.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -149254.687500 Penalty: 726.057495
	Iteration 8Q: 3 clusters Score -149254.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -149313.062500 Penalty: 726.057495
	Iteration 9Q: 3 clusters Score -149313.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -149340.375000 Penalty: 726.057495
	Iteration 10Q: 3 clusters Score -149340.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -149364.734375 Penalty: 726.057495
	Iteration 11Q: 3 clusters Score -149364.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -149385.218750 Penalty: 726.057495
	Iteration 12Q: 3 clusters Score -149385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -149393.078125 Penalty: 726.057495
	Iteration 13Q: 3 clusters Score -149393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -149401.625000 Penalty: 726.057495
	Iteration 14Q: 3 clusters Score -149401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -149412.281250 Penalty: 726.057495
	Iteration 15Q: 3 clusters Score -149412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -149415.859375 Penalty: 726.057495
	Iteration 16Q: 3 clusters Score -149415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -149418.765625 Penalty: 726.057495
	Iteration 17Q: 3 clusters Score -149418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -149419.578125 Penalty: 726.057495
	Iteration 18Q: 3 clusters Score -149419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -149420.421875 Penalty: 726.057495
	Iteration 19Q: 3 clusters Score -149420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -149421.859375 Penalty: 726.057495
	Iteration 20F: 3 clusters Score -149421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -149422.921875 Penalty: 726.057495
	Iteration 21Q: 3 clusters Score -149422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -149422.921875 Penalty: 726.057495
	Iteration 22F: 3 clusters Score -149422.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -125594.015625 Penalty: 361.651520
	Iteration 0F: 2 clusters Score -125594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -123646.367188 Penalty: 723.303040
	Iteration 0F: 3 clusters Score -123646.4 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -124398.406250 Penalty: 723.303040
	Iteration 1F: 3 clusters Score -124398.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -124526.445312 Penalty: 723.303040
	Iteration 2F: 3 clusters Score -124526.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -124621.820312 Penalty: 723.303040
	Iteration 3F: 3 clusters Score -124621.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -124679.585938 Penalty: 723.303040
	Iteration 4Q: 3 clusters Score -124679.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -124712.492188 Penalty: 723.303040
	Iteration 5Q: 3 clusters Score -124712.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -124738.500000 Penalty: 723.303040
	Iteration 6Q: 3 clusters Score -124738.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -124765.656250 Penalty: 723.303040
	Iteration 7Q: 3 clusters Score -124765.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -124795.539062 Penalty: 723.303040
	Iteration 8Q: 3 clusters Score -124795.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -124831.414062 Penalty: 723.303040
	Iteration 9Q: 3 clusters Score -124831.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -124863.875000 Penalty: 723.303040
	Iteration 10Q: 3 clusters Score -124863.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -124897.140625 Penalty: 723.303040
	Iteration 11Q: 3 clusters Score -124897.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -124929.476562 Penalty: 723.303040
	Iteration 12Q: 3 clusters Score -124929.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -124965.937500 Penalty: 723.303040
	Iteration 13Q: 3 clusters Score -124965.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -125006.812500 Penalty: 723.303040
	Iteration 14Q: 3 clusters Score -125006.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -125049.062500 Penalty: 723.303040
	Iteration 15Q: 3 clusters Score -125049.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -125097.046875 Penalty: 723.303040
	Iteration 16Q: 3 clusters Score -125097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -125144.398438 Penalty: 723.303040
	Iteration 17Q: 3 clusters Score -125144.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -125195.820312 Penalty: 723.303040
	Iteration 18Q: 3 clusters Score -125195.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -125242.218750 Penalty: 723.303040
	Iteration 19Q: 3 clusters Score -125242.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -125281.976562 Penalty: 723.303040
	Iteration 20F: 3 clusters Score -125282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -125324.328125 Penalty: 723.303040
	Iteration 21Q: 3 clusters Score -125324.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -125368.421875 Penalty: 723.303040
	Iteration 22Q: 3 clusters Score -125368.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -125400.976562 Penalty: 723.303040
	Iteration 23Q: 3 clusters Score -125401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -125435.015625 Penalty: 723.303040
	Iteration 24Q: 3 clusters Score -125435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -125466.437500 Penalty: 723.303040
	Iteration 25Q: 3 clusters Score -125466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -125490.421875 Penalty: 723.303040
	Iteration 26Q: 3 clusters Score -125490.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -125501.125000 Penalty: 723.303040
	Iteration 27Q: 3 clusters Score -125501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -125503.843750 Penalty: 723.303040
	Iteration 28Q: 3 clusters Score -125503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -125508.820312 Penalty: 723.303040
	Iteration 29Q: 3 clusters Score -125508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -125508.820312 Penalty: 723.303040
	Iteration 30F: 3 clusters Score -125508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -23530.236328 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -23530.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22998.615234 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -22998.62 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23200.037109 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -23200.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23269.941406 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -23269.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23296.166016 Penalty: 577.771667
	Iteration 3F: 3 clusters Score -23296.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23324.966797 Penalty: 577.771667
	Iteration 4Q: 3 clusters Score -23324.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23340.572266 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -23340.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23358.429688 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -23358.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23377.326172 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -23377.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23383.173828 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -23383.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23386.791016 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -23386.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23389.271484 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -23389.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23391.732422 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -23391.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23394.888672 Penalty: 577.771667
	Iteration 12Q: 3 clusters Score -23394.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23396.080078 Penalty: 577.771667
	Iteration 13Q: 3 clusters Score -23396.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23396.197266 Penalty: 577.771667
	Iteration 14Q: 3 clusters Score -23396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23397.048828 Penalty: 577.771667
	Iteration 15Q: 3 clusters Score -23397.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23398.664062 Penalty: 577.771667
	Iteration 16Q: 3 clusters Score -23398.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23399.769531 Penalty: 577.771667
	Iteration 17Q: 3 clusters Score -23399.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23399.769531 Penalty: 577.771667
	Iteration 18F: 3 clusters Score -23399.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -9970.347656 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -9970.348 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 132 members 
Entering Unmasked Estep 
Score: -9665.735352 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -9665.735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9744.662109 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -9744.662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9806.805664 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -9806.806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9883.716797 Penalty: 507.411377
	Iteration 3F: 3 clusters Score -9883.717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9918.936523 Penalty: 507.411377
	Iteration 4F: 3 clusters Score -9918.937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9937.182617 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -9937.183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9956.311523 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -9956.312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9971.069336 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -9971.069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9979.446289 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -9979.446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9980.095703 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -9980.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9980.095703 Penalty: 507.411377
	Iteration 10F: 3 clusters Score -9980.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24894 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 109571 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348829 members 
Mstep: Class 27 contains 43146 members 
Mstep: Class 28 contains 100 members 
Entering Unmasked Estep 
Score: -28388168.000000 Penalty: 16968.279297
Splitting cluster 21 changes total score from -28388594.000000 to -28388168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -14052.970703 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -14052.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13686.468750 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -13686.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13768.337891 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -13768.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13799.298828 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -13799.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13823.300781 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -13823.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13850.202148 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -13850.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13866.859375 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -13866.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13878.260742 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -13878.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13887.117188 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -13887.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13895.304688 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -13895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13903.976562 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -13903.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13910.708008 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -13910.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13918.524414 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -13918.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13925.030273 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -13925.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13927.879883 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -13927.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13928.578125 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -13928.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13928.578125 Penalty: 526.047668
	Iteration 15F: 3 clusters Score -13928.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -21218.718750 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -21218.72 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 248 members 
Entering Unmasked Estep 
Score: -20732.460938 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -20732.46 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20977.511719 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -20977.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21093.921875 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -21093.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21158.958984 Penalty: 571.686279
	Iteration 3F: 3 clusters Score -21158.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21203.841797 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -21203.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21222.759766 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -21222.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21244.890625 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -21244.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21252.093750 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -21252.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21253.740234 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -21253.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21255.212891 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -21255.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21255.212891 Penalty: 571.686279
	Iteration 10F: 3 clusters Score -21255.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24894 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 109571 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348829 members 
Mstep: Class 27 contains 43146 members 
Mstep: Class 28 contains 152 members 
Entering Unmasked Estep 
Score: -28388232.000000 Penalty: 16968.279297
Splitting cluster 23 changes total score from -28388594.000000 to -28388232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -22321.994141 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -22321.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21814.857422 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -21814.86 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21974.833984 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -21974.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22026.337891 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -22026.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22043.236328 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -22043.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22054.667969 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -22054.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22068.250000 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -22068.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22081.363281 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -22081.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22091.251953 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -22091.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22095.453125 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -22095.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22099.160156 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -22099.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22102.144531 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -22102.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22107.359375 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -22107.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22110.250000 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -22110.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22113.550781 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -22113.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22115.556641 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -22115.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22116.753906 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -22116.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22116.753906 Penalty: 569.621948
	Iteration 16F: 3 clusters Score -22116.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -12554.222656 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -12554.22 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: -12192.794922 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -12192.79 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12289.662109 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -12289.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12304.046875 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -12304.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12313.371094 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -12313.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12320.370117 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -12320.37 nChanged 5
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: -12329.052734 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -12329.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12331.063477 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -12331.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12331.692383 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -12331.69 nChanged 1
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: -12332.210938 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -12332.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12334.030273 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -12334.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12334.552734 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -12334.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12334.552734 Penalty: 519.044189
	Iteration 11F: 3 clusters Score -12334.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (348829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348829 members 
Entering Unmasked Estep 
Score: -16624347.000000 Penalty: 580.686340
	Iteration 0F: 2 clusters Score -1.662435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174612 members 
Mstep: Class 2 contains 174217 members 
Entering Unmasked Estep 
Score: -16395846.000000 Penalty: 1161.372681
	Iteration 0F: 3 clusters Score -1.639585e+07 nChanged 172903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177679 members 
Mstep: Class 2 contains 171150 members 
Entering Unmasked Estep 
Score: -16503132.000000 Penalty: 1161.372681
	Iteration 1F: 3 clusters Score -1.650313e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 170091 members 
Entering Unmasked Estep 
Score: -16507375.000000 Penalty: 1161.372681
	Iteration 2Q: 3 clusters Score -1.650738e+07 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180651 members 
Mstep: Class 2 contains 168178 members 
Entering Unmasked Estep 
Score: -16513684.000000 Penalty: 1161.372681
	Iteration 3Q: 3 clusters Score -1.651368e+07 nChanged 16459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183856 members 
Mstep: Class 2 contains 164973 members 
Entering Unmasked Estep 
Score: -16522549.000000 Penalty: 1161.372681
	Iteration 4Q: 3 clusters Score -1.652255e+07 nChanged 18726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188404 members 
Mstep: Class 2 contains 160425 members 
Entering Unmasked Estep 
Score: -16534556.000000 Penalty: 1161.372681
	Iteration 5F: 3 clusters Score -1.653456e+07 nChanged 20623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193685 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -16549349.000000 Penalty: 1161.372681
	Iteration 6F: 3 clusters Score -1.654935e+07 nChanged 20516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198427 members 
Mstep: Class 2 contains 150402 members 
Entering Unmasked Estep 
Score: -16561985.000000 Penalty: 1161.372681
	Iteration 7F: 3 clusters Score -1.656198e+07 nChanged 16174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202623 members 
Mstep: Class 2 contains 146206 members 
Entering Unmasked Estep 
Score: -16568595.000000 Penalty: 1161.372681
	Iteration 8Q: 3 clusters Score -1.65686e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206465 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -16570773.000000 Penalty: 1161.372681
	Iteration 9Q: 3 clusters Score -1.657077e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210353 members 
Mstep: Class 2 contains 138476 members 
Entering Unmasked Estep 
Score: -16571705.000000 Penalty: 1161.372681
	Iteration 10Q: 3 clusters Score -1.65717e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214200 members 
Mstep: Class 2 contains 134629 members 
Entering Unmasked Estep 
Score: -16572472.000000 Penalty: 1161.372681
	Iteration 11Q: 3 clusters Score -1.657247e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218372 members 
Mstep: Class 2 contains 130457 members 
Entering Unmasked Estep 
Score: -16573098.000000 Penalty: 1161.372681
	Iteration 12Q: 3 clusters Score -1.65731e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222849 members 
Mstep: Class 2 contains 125980 members 
Entering Unmasked Estep 
Score: -16573815.000000 Penalty: 1161.372681
	Iteration 13Q: 3 clusters Score -1.657382e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227593 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -16574718.000000 Penalty: 1161.372681
	Iteration 14Q: 3 clusters Score -1.657472e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232719 members 
Mstep: Class 2 contains 116110 members 
Entering Unmasked Estep 
Score: -16575720.000000 Penalty: 1161.372681
	Iteration 15Q: 3 clusters Score -1.657572e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238119 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -16576977.000000 Penalty: 1161.372681
	Iteration 16Q: 3 clusters Score -1.657698e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243717 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -16578259.000000 Penalty: 1161.372681
	Iteration 17Q: 3 clusters Score -1.657826e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249386 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -16579555.000000 Penalty: 1161.372681
	Iteration 18Q: 3 clusters Score -1.657956e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255284 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -16581161.000000 Penalty: 1161.372681
	Iteration 19Q: 3 clusters Score -1.658116e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261074 members 
Mstep: Class 2 contains 87755 members 
Entering Unmasked Estep 
Score: -16582815.000000 Penalty: 1161.372681
	Iteration 20F: 3 clusters Score -1.658282e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266947 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -16584383.000000 Penalty: 1161.372681
	Iteration 21Q: 3 clusters Score -1.658438e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272680 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -16585843.000000 Penalty: 1161.372681
	Iteration 22Q: 3 clusters Score -1.658584e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278166 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -16587761.000000 Penalty: 1161.372681
	Iteration 23Q: 3 clusters Score -1.658776e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283717 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -16589940.000000 Penalty: 1161.372681
	Iteration 24Q: 3 clusters Score -1.658994e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289353 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -16593513.000000 Penalty: 1161.372681
	Iteration 25Q: 3 clusters Score -1.659351e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295564 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -16598246.000000 Penalty: 1161.372681
	Iteration 26Q: 3 clusters Score -1.659825e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302619 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -16603060.000000 Penalty: 1161.372681
	Iteration 27Q: 3 clusters Score -1.660306e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310757 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -16608245.000000 Penalty: 1161.372681
	Iteration 28Q: 3 clusters Score -1.660824e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319307 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -16612562.000000 Penalty: 1161.372681
	Iteration 29Q: 3 clusters Score -1.661256e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327779 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -16616300.000000 Penalty: 1161.372681
	Iteration 30Q: 3 clusters Score -1.66163e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335256 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -16619602.000000 Penalty: 1161.372681
	Iteration 31Q: 3 clusters Score -1.66196e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340890 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -16621504.000000 Penalty: 1161.372681
	Iteration 32Q: 3 clusters Score -1.66215e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344767 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -16622773.000000 Penalty: 1161.372681
	Iteration 33Q: 3 clusters Score -1.662277e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346875 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16623434.000000 Penalty: 1161.372681
	Iteration 34Q: 3 clusters Score -1.662343e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347869 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -16623618.000000 Penalty: 1161.372681
	Iteration 35Q: 3 clusters Score -1.662362e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348308 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -16623754.000000 Penalty: 1161.372681
	Iteration 36Q: 3 clusters Score -1.662375e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348487 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16623818.000000 Penalty: 1161.372681
	Iteration 37Q: 3 clusters Score -1.662382e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348563 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16623875.000000 Penalty: 1161.372681
	Iteration 38Q: 3 clusters Score -1.662388e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348605 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16623891.000000 Penalty: 1161.372681
	Iteration 39Q: 3 clusters Score -1.662389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348634 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16623886.000000 Penalty: 1161.372681
	Iteration 40F: 3 clusters Score -1.662389e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348648 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16623898.000000 Penalty: 1161.372681
	Iteration 41Q: 3 clusters Score -1.66239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348650 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16623897.000000 Penalty: 1161.372681
	Iteration 42Q: 3 clusters Score -1.66239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348651 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16623911.000000 Penalty: 1161.372681
	Iteration 43Q: 3 clusters Score -1.662391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348652 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16623901.000000 Penalty: 1161.372681
	Iteration 44Q: 3 clusters Score -1.66239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348652 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16623901.000000 Penalty: 1161.372681
	Iteration 45F: 3 clusters Score -1.66239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Entering Unmasked Estep 
Score: -1973841.375000 Penalty: 485.591705
	Iteration 0F: 2 clusters Score -1973841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -1944941.750000 Penalty: 971.183411
	Iteration 0F: 3 clusters Score -1944942 nChanged 20844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1958313.375000 Penalty: 971.183411
	Iteration 1F: 3 clusters Score -1958313 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1959744.000000 Penalty: 971.183411
	Iteration 2F: 3 clusters Score -1959744 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1962158.625000 Penalty: 971.183411
	Iteration 3F: 3 clusters Score -1962159 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1965747.375000 Penalty: 971.183411
	Iteration 4F: 3 clusters Score -1965747 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1969532.500000 Penalty: 971.183411
	Iteration 5F: 3 clusters Score -1969532 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1972123.750000 Penalty: 971.183411
	Iteration 6F: 3 clusters Score -1972124 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1973117.875000 Penalty: 971.183411
	Iteration 7Q: 3 clusters Score -1973118 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1973350.750000 Penalty: 971.183411
	Iteration 8Q: 3 clusters Score -1973351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1973413.500000 Penalty: 971.183411
	Iteration 9Q: 3 clusters Score -1973414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1973434.875000 Penalty: 971.183411
	Iteration 10Q: 3 clusters Score -1973435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1973450.125000 Penalty: 971.183411
	Iteration 11Q: 3 clusters Score -1973450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1973449.750000 Penalty: 971.183411
	Iteration 12Q: 3 clusters Score -1973450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1973449.750000 Penalty: 971.183411
	Iteration 13F: 3 clusters Score -1973450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24894 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 109571 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 26006 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348829 members 
Mstep: Class 27 contains 43146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388520.000000 Penalty: 16362.268555
Iteration 199Q: 28 clusters Score -2.838852e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 677 members 
Mstep: Class 3 contains 2233 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24886 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 10 contains 530 members 
Mstep: Class 11 contains 109563 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 25972 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348904 members 
Mstep: Class 27 contains 43032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388578.000000 Penalty: 16362.268555
Iteration 200F: 28 clusters Score -2.838858e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28099 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24879 members 
Mstep: Class 9 contains 5015 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 109548 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 25951 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 348964 members 
Mstep: Class 27 contains 42926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388628.000000 Penalty: 16362.268555
Iteration 201Q: 28 clusters Score -2.838863e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 2230 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28104 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 109531 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 25935 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349009 members 
Mstep: Class 27 contains 42847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388656.000000 Penalty: 16362.268555
Iteration 202Q: 28 clusters Score -2.838866e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28110 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24858 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 109522 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349065 members 
Mstep: Class 27 contains 42765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388658.000000 Penalty: 16362.268555
Iteration 203Q: 28 clusters Score -2.838866e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28114 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24846 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 109515 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349112 members 
Mstep: Class 27 contains 42693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388640.000000 Penalty: 16362.268555
Iteration 204Q: 28 clusters Score -2.838864e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28116 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24842 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109510 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1243 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 25901 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349149 members 
Mstep: Class 27 contains 42623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388576.000000 Penalty: 16362.268555
Iteration 205Q: 28 clusters Score -2.838858e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28118 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24837 members 
Mstep: Class 9 contains 4979 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109506 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1244 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 16 contains 25896 members 
Mstep: Class 17 contains 2425 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349176 members 
Mstep: Class 27 contains 42551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388628.000000 Penalty: 16362.268555
Iteration 206Q: 28 clusters Score -2.838863e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24837 members 
Mstep: Class 9 contains 4975 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109501 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 25888 members 
Mstep: Class 17 contains 2446 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349208 members 
Mstep: Class 27 contains 42476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388642.000000 Penalty: 16362.268555
Iteration 207Q: 28 clusters Score -2.838864e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24839 members 
Mstep: Class 9 contains 4975 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109496 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 25876 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349246 members 
Mstep: Class 27 contains 42408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388658.000000 Penalty: 16362.268555
Iteration 208Q: 28 clusters Score -2.838866e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28125 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24839 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109494 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2680 members 
Mstep: Class 16 contains 25864 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349274 members 
Mstep: Class 27 contains 42352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388674.000000 Penalty: 16362.268555
Iteration 209Q: 28 clusters Score -2.838867e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28127 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24840 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109491 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 25855 members 
Mstep: Class 17 contains 2497 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349295 members 
Mstep: Class 27 contains 42299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388680.000000 Penalty: 16362.268555
Iteration 210Q: 28 clusters Score -2.838868e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28129 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24840 members 
Mstep: Class 9 contains 4975 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109490 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 25849 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349306 members 
Mstep: Class 27 contains 42264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388676.000000 Penalty: 16362.268555
Iteration 211Q: 28 clusters Score -2.838868e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28131 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24839 members 
Mstep: Class 9 contains 4975 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109489 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2760 members 
Mstep: Class 16 contains 25839 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349317 members 
Mstep: Class 27 contains 42229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388650.000000 Penalty: 16362.268555
Iteration 212Q: 28 clusters Score -2.838865e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28135 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24838 members 
Mstep: Class 9 contains 4975 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109487 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 25827 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349327 members 
Mstep: Class 27 contains 42199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388660.000000 Penalty: 16362.268555
Iteration 213Q: 28 clusters Score -2.838866e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28136 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24836 members 
Mstep: Class 9 contains 4972 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109482 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 25817 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349342 members 
Mstep: Class 27 contains 42185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388668.000000 Penalty: 16362.268555
Iteration 214Q: 28 clusters Score -2.838867e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28138 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24836 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109479 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 25806 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 2922 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349353 members 
Mstep: Class 27 contains 42159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388636.000000 Penalty: 16362.268555
Iteration 215Q: 28 clusters Score -2.838864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28140 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24833 members 
Mstep: Class 9 contains 4975 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109477 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 25797 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349361 members 
Mstep: Class 27 contains 42147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388660.000000 Penalty: 16362.268555
Iteration 216Q: 28 clusters Score -2.838866e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28140 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24824 members 
Mstep: Class 9 contains 4980 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109476 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2818 members 
Mstep: Class 16 contains 25793 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 2934 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349363 members 
Mstep: Class 27 contains 42133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388666.000000 Penalty: 16362.268555
Iteration 217Q: 28 clusters Score -2.838867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28140 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 4982 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109476 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 25790 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349364 members 
Mstep: Class 27 contains 42121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388654.000000 Penalty: 16362.268555
Iteration 218Q: 28 clusters Score -2.838865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24809 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109476 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 25789 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349365 members 
Mstep: Class 27 contains 42111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388650.000000 Penalty: 16362.268555
Iteration 219Q: 28 clusters Score -2.838865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24805 members 
Mstep: Class 9 contains 4984 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109476 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 25788 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349365 members 
Mstep: Class 27 contains 42098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388662.000000 Penalty: 16362.268555
Iteration 220F: 28 clusters Score -2.838866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24802 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109478 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 25785 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349364 members 
Mstep: Class 27 contains 42090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388648.000000 Penalty: 16362.268555
Iteration 221Q: 28 clusters Score -2.838865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24798 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109477 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 25781 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349369 members 
Mstep: Class 27 contains 42083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388658.000000 Penalty: 16362.268555
Iteration 222Q: 28 clusters Score -2.838866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24797 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109475 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 25776 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349373 members 
Mstep: Class 27 contains 42075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388662.000000 Penalty: 16362.268555
Iteration 223Q: 28 clusters Score -2.838866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24795 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 109475 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 25771 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349374 members 
Mstep: Class 27 contains 42072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388652.000000 Penalty: 16362.268555
Iteration 224Q: 28 clusters Score -2.838865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24794 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 109472 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 25768 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349375 members 
Mstep: Class 27 contains 42065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388674.000000 Penalty: 16362.268555
Iteration 225Q: 28 clusters Score -2.838867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 109472 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 2893 members 
Mstep: Class 16 contains 25764 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349383 members 
Mstep: Class 27 contains 42054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388670.000000 Penalty: 16362.268555
Iteration 226Q: 28 clusters Score -2.838867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24788 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 109472 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 25763 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349386 members 
Mstep: Class 27 contains 42045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388674.000000 Penalty: 16362.268555
Iteration 227Q: 28 clusters Score -2.838867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28139 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24786 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 109471 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 25758 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349389 members 
Mstep: Class 27 contains 42040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388676.000000 Penalty: 16362.268555
Iteration 228Q: 28 clusters Score -2.838868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28140 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24785 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 109468 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 25751 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349397 members 
Mstep: Class 27 contains 42037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388694.000000 Penalty: 16362.268555
Iteration 229Q: 28 clusters Score -2.838869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24784 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 109466 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 25739 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349407 members 
Mstep: Class 27 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388700.000000 Penalty: 16362.268555
Iteration 230Q: 28 clusters Score -2.83887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24782 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 25734 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349411 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388684.000000 Penalty: 16362.268555
Iteration 231Q: 28 clusters Score -2.838868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24779 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 25734 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349412 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388680.000000 Penalty: 16362.268555
Iteration 232Q: 28 clusters Score -2.838868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24776 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2948 members 
Mstep: Class 16 contains 25733 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349413 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388694.000000 Penalty: 16362.268555
Iteration 233Q: 28 clusters Score -2.838869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24775 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 25731 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349413 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388686.000000 Penalty: 16362.268555
Iteration 234Q: 28 clusters Score -2.838869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24771 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 25729 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349415 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388668.000000 Penalty: 16362.268555
Iteration 235Q: 28 clusters Score -2.838867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24769 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 25729 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349416 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388670.000000 Penalty: 16362.268555
Iteration 236Q: 28 clusters Score -2.838867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 25727 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349418 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388658.000000 Penalty: 16362.268555
Iteration 237Q: 28 clusters Score -2.838866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2960 members 
Mstep: Class 16 contains 25725 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349420 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388656.000000 Penalty: 16362.268555
Iteration 238Q: 28 clusters Score -2.838866e+07 nChanged 5
Entering ConstructFrom: 
Score: -28388656.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -5402.193359 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -5402.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5165.967285 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5165.967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5227.484863 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -5227.485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5254.078613 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -5254.079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5270.213867 Penalty: 450.337158
	Iteration 3F: 3 clusters Score -5270.214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5270.758789 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -5270.759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5270.758789 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -5270.759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -34253.417969 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -34253.42 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 341 members 
Entering Unmasked Estep 
Score: -33622.703125 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -33622.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33777.675781 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -33777.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33811.488281 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -33811.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33823.117188 Penalty: 595.102356
	Iteration 3Q: 3 clusters Score -33823.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33830.546875 Penalty: 595.102356
	Iteration 4Q: 3 clusters Score -33830.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33833.222656 Penalty: 595.102356
	Iteration 5Q: 3 clusters Score -33833.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33836.230469 Penalty: 595.102356
	Iteration 6Q: 3 clusters Score -33836.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33838.796875 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -33838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33842.070312 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -33842.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33846.792969 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -33846.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33850.152344 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -33850.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33853.359375 Penalty: 595.102356
	Iteration 11Q: 3 clusters Score -33853.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33858.851562 Penalty: 595.102356
	Iteration 12Q: 3 clusters Score -33858.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33862.597656 Penalty: 595.102356
	Iteration 13Q: 3 clusters Score -33862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33866.402344 Penalty: 595.102356
	Iteration 14Q: 3 clusters Score -33866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33869.300781 Penalty: 595.102356
	Iteration 15Q: 3 clusters Score -33869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33871.433594 Penalty: 595.102356
	Iteration 16Q: 3 clusters Score -33871.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33871.714844 Penalty: 595.102356
	Iteration 17Q: 3 clusters Score -33871.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33872.121094 Penalty: 595.102356
	Iteration 18Q: 3 clusters Score -33872.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33872.121094 Penalty: 595.102356
	Iteration 19F: 3 clusters Score -33872.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -116441.710938 Penalty: 350.732697
	Iteration 0F: 2 clusters Score -116441.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -114844.031250 Penalty: 701.465393
	Iteration 0F: 3 clusters Score -114844 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -115358.640625 Penalty: 701.465393
	Iteration 1F: 3 clusters Score -115358.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -115460.164062 Penalty: 701.465393
	Iteration 2F: 3 clusters Score -115460.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -115552.062500 Penalty: 701.465393
	Iteration 3F: 3 clusters Score -115552.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -115655.648438 Penalty: 701.465393
	Iteration 4F: 3 clusters Score -115655.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -115775.421875 Penalty: 701.465393
	Iteration 5F: 3 clusters Score -115775.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -115888.820312 Penalty: 701.465393
	Iteration 6F: 3 clusters Score -115888.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -115972.898438 Penalty: 701.465393
	Iteration 7Q: 3 clusters Score -115972.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -116033.882812 Penalty: 701.465393
	Iteration 8Q: 3 clusters Score -116033.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -116079.593750 Penalty: 701.465393
	Iteration 9Q: 3 clusters Score -116079.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -116110.726562 Penalty: 701.465393
	Iteration 10Q: 3 clusters Score -116110.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -116124.859375 Penalty: 701.465393
	Iteration 11Q: 3 clusters Score -116124.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -116134.585938 Penalty: 701.465393
	Iteration 12Q: 3 clusters Score -116134.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -116146.593750 Penalty: 701.465393
	Iteration 13Q: 3 clusters Score -116146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -116150.664062 Penalty: 701.465393
	Iteration 14Q: 3 clusters Score -116150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -116151.226562 Penalty: 701.465393
	Iteration 15Q: 3 clusters Score -116151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -116153.265625 Penalty: 701.465393
	Iteration 16Q: 3 clusters Score -116153.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -116155.773438 Penalty: 701.465393
	Iteration 17Q: 3 clusters Score -116155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -116158.734375 Penalty: 701.465393
	Iteration 18Q: 3 clusters Score -116158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -116161.070312 Penalty: 701.465393
	Iteration 19Q: 3 clusters Score -116161.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -116163.687500 Penalty: 701.465393
	Iteration 20F: 3 clusters Score -116163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -116167.023438 Penalty: 701.465393
	Iteration 21Q: 3 clusters Score -116167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -116170.117188 Penalty: 701.465393
	Iteration 22Q: 3 clusters Score -116170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -116173.156250 Penalty: 701.465393
	Iteration 23Q: 3 clusters Score -116173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -116174.351562 Penalty: 701.465393
	Iteration 24Q: 3 clusters Score -116174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -116175.742188 Penalty: 701.465393
	Iteration 25Q: 3 clusters Score -116175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -116175.835938 Penalty: 701.465393
	Iteration 26Q: 3 clusters Score -116175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -116175.835938 Penalty: 701.465393
	Iteration 27F: 3 clusters Score -116175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -8851.981445 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -8851.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8541.984375 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -8541.984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8603.337891 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -8603.338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8617.582031 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -8617.582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8625.895508 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -8625.896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8630.846680 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -8630.847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8636.817383 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -8636.817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8656.045898 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -8656.046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8675.515625 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -8675.516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8693.935547 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -8693.936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8710.111328 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -8710.111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8720.668945 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -8720.669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8721.082031 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -8721.082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8725.903320 Penalty: 490.405548
	Iteration 12F: 3 clusters Score -8725.903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8741.555664 Penalty: 490.405548
	Iteration 13Q: 3 clusters Score -8741.556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8745.134766 Penalty: 490.405548
	Iteration 14Q: 3 clusters Score -8745.135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8764.360352 Penalty: 490.405548
	Iteration 15Q: 3 clusters Score -8764.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8770.008789 Penalty: 490.405548
	Iteration 16Q: 3 clusters Score -8770.009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8773.844727 Penalty: 490.405548
	Iteration 17Q: 3 clusters Score -8773.845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8775.350586 Penalty: 490.405548
	Iteration 18Q: 3 clusters Score -8775.351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8775.892578 Penalty: 490.405548
	Iteration 19Q: 3 clusters Score -8775.893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8775.892578 Penalty: 490.405548
	Iteration 20F: 3 clusters Score -8775.893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -116195.601562 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -114506.929688 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114506.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -115030.539062 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -115030.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -115113.039062 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -115113 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -115190.414062 Penalty: 707.969543
	Iteration 3F: 3 clusters Score -115190.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -115260.562500 Penalty: 707.969543
	Iteration 4F: 3 clusters Score -115260.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -115334.609375 Penalty: 707.969543
	Iteration 5F: 3 clusters Score -115334.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -115429.164062 Penalty: 707.969543
	Iteration 6F: 3 clusters Score -115429.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115545.070312 Penalty: 707.969543
	Iteration 7F: 3 clusters Score -115545.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -115658.929688 Penalty: 707.969543
	Iteration 8F: 3 clusters Score -115658.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -115748.203125 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115748.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -115831.468750 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115831.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -115878.218750 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115878.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -115902.234375 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -115911.789062 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -115911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -115929.203125 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -115929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -115934.718750 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -115934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -115936.500000 Penalty: 707.969543
	Iteration 16Q: 3 clusters Score -115936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -115936.500000 Penalty: 707.969543
	Iteration 17F: 3 clusters Score -115936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Entering Unmasked Estep 
Score: -1435493.875000 Penalty: 466.148315
	Iteration 0F: 2 clusters Score -1435494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1416734.125000 Penalty: 932.296631
	Iteration 0F: 3 clusters Score -1416734 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1424743.625000 Penalty: 932.296631
	Iteration 1F: 3 clusters Score -1424744 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1425629.625000 Penalty: 932.296631
	Iteration 2F: 3 clusters Score -1425630 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1427247.375000 Penalty: 932.296631
	Iteration 3F: 3 clusters Score -1427247 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1429775.125000 Penalty: 932.296631
	Iteration 4F: 3 clusters Score -1429775 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1432423.000000 Penalty: 932.296631
	Iteration 5F: 3 clusters Score -1432423 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1434061.125000 Penalty: 932.296631
	Iteration 6F: 3 clusters Score -1434061 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1434772.625000 Penalty: 932.296631
	Iteration 7Q: 3 clusters Score -1434773 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1435013.375000 Penalty: 932.296631
	Iteration 8Q: 3 clusters Score -1435013 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1435135.750000 Penalty: 932.296631
	Iteration 9Q: 3 clusters Score -1435136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1435197.125000 Penalty: 932.296631
	Iteration 10Q: 3 clusters Score -1435197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1435230.125000 Penalty: 932.296631
	Iteration 11Q: 3 clusters Score -1435230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1435258.375000 Penalty: 932.296631
	Iteration 12Q: 3 clusters Score -1435258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1435280.625000 Penalty: 932.296631
	Iteration 13Q: 3 clusters Score -1435281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1435293.875000 Penalty: 932.296631
	Iteration 14Q: 3 clusters Score -1435294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1435295.750000 Penalty: 932.296631
	Iteration 15Q: 3 clusters Score -1435296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1435300.750000 Penalty: 932.296631
	Iteration 16Q: 3 clusters Score -1435301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1435301.000000 Penalty: 932.296631
	Iteration 17Q: 3 clusters Score -1435301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1435307.250000 Penalty: 932.296631
	Iteration 18Q: 3 clusters Score -1435307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1435306.250000 Penalty: 932.296631
	Iteration 19Q: 3 clusters Score -1435306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1435308.875000 Penalty: 932.296631
	Iteration 20F: 3 clusters Score -1435309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1435308.875000 Penalty: 932.296631
	Iteration 21Q: 3 clusters Score -1435309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1435308.750000 Penalty: 932.296631
	Iteration 22Q: 3 clusters Score -1435309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1435309.250000 Penalty: 932.296631
	Iteration 23Q: 3 clusters Score -1435309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1435309.625000 Penalty: 932.296631
	Iteration 24Q: 3 clusters Score -1435310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1435309.500000 Penalty: 932.296631
	Iteration 25Q: 3 clusters Score -1435310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1435309.875000 Penalty: 932.296631
	Iteration 26Q: 3 clusters Score -1435310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1435309.875000 Penalty: 932.296631
	Iteration 27F: 3 clusters Score -1435310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -101263.195312 Penalty: 347.318298
	Iteration 0F: 2 clusters Score -101263.2 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 1055 members 
Entering Unmasked Estep 
Score: -99761.171875 Penalty: 694.636597
	Iteration 0F: 3 clusters Score -99761.17 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -100210.507812 Penalty: 694.636597
	Iteration 1F: 3 clusters Score -100210.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -100290.359375 Penalty: 694.636597
	Iteration 2F: 3 clusters Score -100290.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -100394.476562 Penalty: 694.636597
	Iteration 3F: 3 clusters Score -100394.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -100510.875000 Penalty: 694.636597
	Iteration 4F: 3 clusters Score -100510.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -100631.078125 Penalty: 694.636597
	Iteration 5F: 3 clusters Score -100631.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -100724.156250 Penalty: 694.636597
	Iteration 6F: 3 clusters Score -100724.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -100799.234375 Penalty: 694.636597
	Iteration 7Q: 3 clusters Score -100799.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -100860.906250 Penalty: 694.636597
	Iteration 8Q: 3 clusters Score -100860.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -100909.382812 Penalty: 694.636597
	Iteration 9Q: 3 clusters Score -100909.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -100931.843750 Penalty: 694.636597
	Iteration 10Q: 3 clusters Score -100931.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -100947.890625 Penalty: 694.636597
	Iteration 11Q: 3 clusters Score -100947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -100959.281250 Penalty: 694.636597
	Iteration 12Q: 3 clusters Score -100959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -100967.859375 Penalty: 694.636597
	Iteration 13Q: 3 clusters Score -100967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -100973.656250 Penalty: 694.636597
	Iteration 14Q: 3 clusters Score -100973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -100979.203125 Penalty: 694.636597
	Iteration 15Q: 3 clusters Score -100979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -100979.203125 Penalty: 694.636597
	Iteration 16F: 3 clusters Score -100979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Entering Unmasked Estep 
Score: -1258434.375000 Penalty: 460.332001
	Iteration 0F: 2 clusters Score -1258434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1241911.625000 Penalty: 920.664001
	Iteration 0F: 3 clusters Score -1241912 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1249592.750000 Penalty: 920.664001
	Iteration 1F: 3 clusters Score -1249593 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1250953.000000 Penalty: 920.664001
	Iteration 2F: 3 clusters Score -1250953 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1253059.250000 Penalty: 920.664001
	Iteration 3F: 3 clusters Score -1253059 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1255334.625000 Penalty: 920.664001
	Iteration 4F: 3 clusters Score -1255335 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1256911.875000 Penalty: 920.664001
	Iteration 5F: 3 clusters Score -1256912 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1257626.750000 Penalty: 920.664001
	Iteration 6Q: 3 clusters Score -1257627 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1257951.000000 Penalty: 920.664001
	Iteration 7Q: 3 clusters Score -1257951 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1258082.375000 Penalty: 920.664001
	Iteration 8Q: 3 clusters Score -1258082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1258126.750000 Penalty: 920.664001
	Iteration 9Q: 3 clusters Score -1258127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1258149.750000 Penalty: 920.664001
	Iteration 10Q: 3 clusters Score -1258150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1258160.625000 Penalty: 920.664001
	Iteration 11Q: 3 clusters Score -1258161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1258168.000000 Penalty: 920.664001
	Iteration 12Q: 3 clusters Score -1258168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1258171.500000 Penalty: 920.664001
	Iteration 13Q: 3 clusters Score -1258172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1258174.125000 Penalty: 920.664001
	Iteration 14Q: 3 clusters Score -1258174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1258175.375000 Penalty: 920.664001
	Iteration 15Q: 3 clusters Score -1258175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1258177.625000 Penalty: 920.664001
	Iteration 16Q: 3 clusters Score -1258178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1258181.375000 Penalty: 920.664001
	Iteration 17Q: 3 clusters Score -1258181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1258181.000000 Penalty: 920.664001
	Iteration 18Q: 3 clusters Score -1258181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1258181.625000 Penalty: 920.664001
	Iteration 19Q: 3 clusters Score -1258182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1258182.750000 Penalty: 920.664001
	Iteration 20F: 3 clusters Score -1258183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1258182.375000 Penalty: 920.664001
	Iteration 21Q: 3 clusters Score -1258182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1258183.500000 Penalty: 920.664001
	Iteration 22Q: 3 clusters Score -1258184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1258183.500000 Penalty: 920.664001
	Iteration 23F: 3 clusters Score -1258184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -222064.906250 Penalty: 387.404694
	Iteration 0F: 2 clusters Score -222064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -218723.343750 Penalty: 774.809387
	Iteration 0F: 3 clusters Score -218723.3 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -220367.687500 Penalty: 774.809387
	Iteration 1F: 3 clusters Score -220367.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -220776.406250 Penalty: 774.809387
	Iteration 2F: 3 clusters Score -220776.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -221143.859375 Penalty: 774.809387
	Iteration 3F: 3 clusters Score -221143.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -221430.734375 Penalty: 774.809387
	Iteration 4F: 3 clusters Score -221430.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -221661.953125 Penalty: 774.809387
	Iteration 5Q: 3 clusters Score -221662 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -221769.359375 Penalty: 774.809387
	Iteration 6Q: 3 clusters Score -221769.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -221810.906250 Penalty: 774.809387
	Iteration 7Q: 3 clusters Score -221810.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -221824.906250 Penalty: 774.809387
	Iteration 8Q: 3 clusters Score -221824.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -221834.031250 Penalty: 774.809387
	Iteration 9Q: 3 clusters Score -221834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -221841.718750 Penalty: 774.809387
	Iteration 10Q: 3 clusters Score -221841.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -221846.750000 Penalty: 774.809387
	Iteration 11Q: 3 clusters Score -221846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221850.765625 Penalty: 774.809387
	Iteration 12Q: 3 clusters Score -221850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221853.093750 Penalty: 774.809387
	Iteration 13Q: 3 clusters Score -221853.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -221856.140625 Penalty: 774.809387
	Iteration 14Q: 3 clusters Score -221856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221858.671875 Penalty: 774.809387
	Iteration 15Q: 3 clusters Score -221858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -221859.296875 Penalty: 774.809387
	Iteration 16Q: 3 clusters Score -221859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -221860.765625 Penalty: 774.809387
	Iteration 17Q: 3 clusters Score -221860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -221861.343750 Penalty: 774.809387
	Iteration 18Q: 3 clusters Score -221861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221861.875000 Penalty: 774.809387
	Iteration 19Q: 3 clusters Score -221861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -221862.484375 Penalty: 774.809387
	Iteration 20F: 3 clusters Score -221862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -221862.593750 Penalty: 774.809387
	Iteration 21Q: 3 clusters Score -221862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -221862.593750 Penalty: 774.809387
	Iteration 22F: 3 clusters Score -221862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -23620.919922 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -23620.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23130.533203 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -23130.53 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23248.312500 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -23248.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23287.626953 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -23287.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23306.642578 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -23306.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23319.050781 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -23319.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23321.894531 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -23321.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23324.548828 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -23324.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23339.216797 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -23339.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23351.343750 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -23351.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23357.757812 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -23357.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23361.058594 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -23361.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23362.482422 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -23362.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23364.087891 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -23364.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23365.265625 Penalty: 567.687561
	Iteration 13Q: 3 clusters Score -23365.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23367.699219 Penalty: 567.687561
	Iteration 14Q: 3 clusters Score -23367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23368.042969 Penalty: 567.687561
	Iteration 15Q: 3 clusters Score -23368.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23368.042969 Penalty: 567.687561
	Iteration 16F: 3 clusters Score -23368.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Entering Unmasked Estep 
Score: -5359741.500000 Penalty: 527.952454
	Iteration 0F: 2 clusters Score -5359742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -5285687.500000 Penalty: 1055.904907
	Iteration 0F: 3 clusters Score -5285688 nChanged 53639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -5317632.000000 Penalty: 1055.904907
	Iteration 1F: 3 clusters Score -5317632 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -5318894.000000 Penalty: 1055.904907
	Iteration 2Q: 3 clusters Score -5318894 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -5320673.500000 Penalty: 1055.904907
	Iteration 3Q: 3 clusters Score -5320674 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -5323531.000000 Penalty: 1055.904907
	Iteration 4Q: 3 clusters Score -5323531 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -5328047.500000 Penalty: 1055.904907
	Iteration 5F: 3 clusters Score -5328048 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -5333889.000000 Penalty: 1055.904907
	Iteration 6F: 3 clusters Score -5333889 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -5338009.500000 Penalty: 1055.904907
	Iteration 7F: 3 clusters Score -5338010 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -5339419.000000 Penalty: 1055.904907
	Iteration 8Q: 3 clusters Score -5339419 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -5339849.000000 Penalty: 1055.904907
	Iteration 9Q: 3 clusters Score -5339849 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -5340092.000000 Penalty: 1055.904907
	Iteration 10Q: 3 clusters Score -5340092 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -5340298.000000 Penalty: 1055.904907
	Iteration 11Q: 3 clusters Score -5340298 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -5340483.500000 Penalty: 1055.904907
	Iteration 12Q: 3 clusters Score -5340484 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -5340719.500000 Penalty: 1055.904907
	Iteration 13Q: 3 clusters Score -5340720 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -5340950.000000 Penalty: 1055.904907
	Iteration 14Q: 3 clusters Score -5340950 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -5341208.500000 Penalty: 1055.904907
	Iteration 15Q: 3 clusters Score -5341208 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -5341453.000000 Penalty: 1055.904907
	Iteration 16Q: 3 clusters Score -5341453 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -5341761.500000 Penalty: 1055.904907
	Iteration 17Q: 3 clusters Score -5341762 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -5342088.500000 Penalty: 1055.904907
	Iteration 18Q: 3 clusters Score -5342088 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -5342419.000000 Penalty: 1055.904907
	Iteration 19Q: 3 clusters Score -5342419 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -5342716.000000 Penalty: 1055.904907
	Iteration 20F: 3 clusters Score -5342716 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -5343057.000000 Penalty: 1055.904907
	Iteration 21Q: 3 clusters Score -5343057 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -5343417.000000 Penalty: 1055.904907
	Iteration 22Q: 3 clusters Score -5343417 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -5343814.500000 Penalty: 1055.904907
	Iteration 23Q: 3 clusters Score -5343814 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -5344192.500000 Penalty: 1055.904907
	Iteration 24Q: 3 clusters Score -5344192 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -5344580.500000 Penalty: 1055.904907
	Iteration 25Q: 3 clusters Score -5344580 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -5344949.000000 Penalty: 1055.904907
	Iteration 26Q: 3 clusters Score -5344949 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -5345364.500000 Penalty: 1055.904907
	Iteration 27Q: 3 clusters Score -5345364 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -5345763.500000 Penalty: 1055.904907
	Iteration 28Q: 3 clusters Score -5345764 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -5346155.500000 Penalty: 1055.904907
	Iteration 29Q: 3 clusters Score -5346156 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -5346595.000000 Penalty: 1055.904907
	Iteration 30Q: 3 clusters Score -5346595 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -5347027.000000 Penalty: 1055.904907
	Iteration 31Q: 3 clusters Score -5347027 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -5347550.500000 Penalty: 1055.904907
	Iteration 32Q: 3 clusters Score -5347550 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -5348197.500000 Penalty: 1055.904907
	Iteration 33Q: 3 clusters Score -5348198 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -5348851.500000 Penalty: 1055.904907
	Iteration 34Q: 3 clusters Score -5348852 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -5349488.500000 Penalty: 1055.904907
	Iteration 35Q: 3 clusters Score -5349488 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -5350284.500000 Penalty: 1055.904907
	Iteration 36Q: 3 clusters Score -5350284 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -5351131.500000 Penalty: 1055.904907
	Iteration 37Q: 3 clusters Score -5351132 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -5352126.000000 Penalty: 1055.904907
	Iteration 38Q: 3 clusters Score -5352126 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -5353231.000000 Penalty: 1055.904907
	Iteration 39Q: 3 clusters Score -5353231 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
Score: -5354376.500000 Penalty: 1055.904907
	Iteration 40F: 3 clusters Score -5354376 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -5355462.000000 Penalty: 1055.904907
	Iteration 41Q: 3 clusters Score -5355462 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -5356479.500000 Penalty: 1055.904907
	Iteration 42Q: 3 clusters Score -5356480 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -5357324.500000 Penalty: 1055.904907
	Iteration 43Q: 3 clusters Score -5357324 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -5357937.000000 Penalty: 1055.904907
	Iteration 44Q: 3 clusters Score -5357937 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 107358 members 
Entering Unmasked Estep 
Score: -5358346.000000 Penalty: 1055.904907
	Iteration 45Q: 3 clusters Score -5358346 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -5358610.500000 Penalty: 1055.904907
	Iteration 46Q: 3 clusters Score -5358610 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -5358817.500000 Penalty: 1055.904907
	Iteration 47Q: 3 clusters Score -5358818 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 108548 members 
Entering Unmasked Estep 
Score: -5358937.500000 Penalty: 1055.904907
	Iteration 48Q: 3 clusters Score -5358938 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -5359034.500000 Penalty: 1055.904907
	Iteration 49Q: 3 clusters Score -5359034 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -5359108.000000 Penalty: 1055.904907
	Iteration 50Q: 3 clusters Score -5359108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -5359166.500000 Penalty: 1055.904907
	Iteration 51Q: 3 clusters Score -5359166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 109047 members 
Entering Unmasked Estep 
Score: -5359198.500000 Penalty: 1055.904907
	Iteration 52Q: 3 clusters Score -5359198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -5359223.500000 Penalty: 1055.904907
	Iteration 53Q: 3 clusters Score -5359224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109122 members 
Entering Unmasked Estep 
Score: -5359235.000000 Penalty: 1055.904907
	Iteration 54Q: 3 clusters Score -5359235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -5359239.000000 Penalty: 1055.904907
	Iteration 55Q: 3 clusters Score -5359239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -5359247.500000 Penalty: 1055.904907
	Iteration 56Q: 3 clusters Score -5359248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -5359249.000000 Penalty: 1055.904907
	Iteration 57Q: 3 clusters Score -5359249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -5359249.500000 Penalty: 1055.904907
	Iteration 58Q: 3 clusters Score -5359250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -5359252.500000 Penalty: 1055.904907
	Iteration 59Q: 3 clusters Score -5359252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -5359260.000000 Penalty: 1055.904907
	Iteration 60F: 3 clusters Score -5359260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 109199 members 
Entering Unmasked Estep 
Score: -5359263.500000 Penalty: 1055.904907
	Iteration 61Q: 3 clusters Score -5359264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109206 members 
Entering Unmasked Estep 
Score: -5359267.000000 Penalty: 1055.904907
	Iteration 62Q: 3 clusters Score -5359267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 109212 members 
Entering Unmasked Estep 
Score: -5359274.500000 Penalty: 1055.904907
	Iteration 63Q: 3 clusters Score -5359274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -5359278.500000 Penalty: 1055.904907
	Iteration 64Q: 3 clusters Score -5359278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -5359280.000000 Penalty: 1055.904907
	Iteration 65Q: 3 clusters Score -5359280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -5359281.500000 Penalty: 1055.904907
	Iteration 66Q: 3 clusters Score -5359282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 109230 members 
Entering Unmasked Estep 
Score: -5359290.000000 Penalty: 1055.904907
	Iteration 67Q: 3 clusters Score -5359290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -5359289.500000 Penalty: 1055.904907
	Iteration 68Q: 3 clusters Score -5359290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -5359292.000000 Penalty: 1055.904907
	Iteration 69Q: 3 clusters Score -5359292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 109238 members 
Entering Unmasked Estep 
Score: -5359290.000000 Penalty: 1055.904907
	Iteration 70Q: 3 clusters Score -5359290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -5359292.500000 Penalty: 1055.904907
	Iteration 71Q: 3 clusters Score -5359292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -5359293.500000 Penalty: 1055.904907
	Iteration 72Q: 3 clusters Score -5359294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -5359293.500000 Penalty: 1055.904907
	Iteration 73F: 3 clusters Score -5359294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -13841.935547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -13841.94 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 187 members 
Entering Unmasked Estep 
Score: -13430.864258 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -13430.86 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13506.273438 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -13506.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13528.529297 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -13528.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13550.456055 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -13550.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13587.581055 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -13587.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13614.030273 Penalty: 532.550415
	Iteration 5F: 3 clusters Score -13614.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13635.251953 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -13635.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13673.741211 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -13673.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13727.981445 Penalty: 532.550415
	Iteration 8F: 3 clusters Score -13727.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13783.360352 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -13783.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13817.497070 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -13817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13826.966797 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -13826.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13835.541016 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -13835.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13840.128906 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -13840.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13843.094727 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -13843.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13844.851562 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -13844.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13844.851562 Penalty: 532.550415
	Iteration 16F: 3 clusters Score -13844.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 168 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 25724 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349421 members 
Mstep: Class 27 contains 42035 members 
Mstep: Class 28 contains 180 members 
Entering Unmasked Estep 
Score: -28388330.000000 Penalty: 16968.279297
Splitting cluster 12 changes total score from -28388656.000000 to -28388330.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -16193.147461 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -16193.15 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 184 members 
Entering Unmasked Estep 
Score: -15803.903320 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -15803.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15908.575195 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -15908.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15930.028320 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -15930.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15948.461914 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -15948.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15956.114258 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -15956.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15962.810547 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -15962.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15971.778320 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -15971.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15976.655273 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -15976.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15978.133789 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -15978.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15979.680664 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -15979.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15980.123047 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -15980.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15980.123047 Penalty: 537.882507
	Iteration 11F: 3 clusters Score -15980.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -55606.687500 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -55606.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -54680.562500 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -54680.56 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -55002.609375 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -55002.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -55062.824219 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -55062.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -55099.878906 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -55099.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -55118.625000 Penalty: 648.693176
	Iteration 4Q: 3 clusters Score -55118.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -55140.289062 Penalty: 648.693176
	Iteration 5Q: 3 clusters Score -55140.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -55162.945312 Penalty: 648.693176
	Iteration 6Q: 3 clusters Score -55162.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -55185.574219 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -55185.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -55205.785156 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -55205.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -55225.898438 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -55225.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -55239.503906 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -55239.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -55253.363281 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -55253.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -55271.015625 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -55271.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -55286.531250 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -55286.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -55296.125000 Penalty: 648.693176
	Iteration 14Q: 3 clusters Score -55296.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -55302.421875 Penalty: 648.693176
	Iteration 15Q: 3 clusters Score -55302.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -55306.835938 Penalty: 648.693176
	Iteration 16Q: 3 clusters Score -55306.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -55310.972656 Penalty: 648.693176
	Iteration 17Q: 3 clusters Score -55310.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -55319.542969 Penalty: 648.693176
	Iteration 18Q: 3 clusters Score -55319.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -55329.375000 Penalty: 648.693176
	Iteration 19Q: 3 clusters Score -55329.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -55336.019531 Penalty: 648.693176
	Iteration 20F: 3 clusters Score -55336.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -55340.550781 Penalty: 648.693176
	Iteration 21Q: 3 clusters Score -55340.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -55345.000000 Penalty: 648.693176
	Iteration 22Q: 3 clusters Score -55345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -55350.343750 Penalty: 648.693176
	Iteration 23Q: 3 clusters Score -55350.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -55353.285156 Penalty: 648.693176
	Iteration 24Q: 3 clusters Score -55353.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -55358.375000 Penalty: 648.693176
	Iteration 25Q: 3 clusters Score -55358.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -55362.039062 Penalty: 648.693176
	Iteration 26Q: 3 clusters Score -55362.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -55365.230469 Penalty: 648.693176
	Iteration 27Q: 3 clusters Score -55365.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -55368.722656 Penalty: 648.693176
	Iteration 28Q: 3 clusters Score -55368.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -55369.269531 Penalty: 648.693176
	Iteration 29Q: 3 clusters Score -55369.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -55369.269531 Penalty: 648.693176
	Iteration 30F: 3 clusters Score -55369.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Entering Unmasked Estep 
Score: -147167.218750 Penalty: 363.694336
	Iteration 0F: 2 clusters Score -147167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -145066.937500 Penalty: 727.388672
	Iteration 0F: 3 clusters Score -145066.9 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -145804.250000 Penalty: 727.388672
	Iteration 1F: 3 clusters Score -145804.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -145874.218750 Penalty: 727.388672
	Iteration 2F: 3 clusters Score -145874.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -145924.265625 Penalty: 727.388672
	Iteration 3Q: 3 clusters Score -145924.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -145964.687500 Penalty: 727.388672
	Iteration 4Q: 3 clusters Score -145964.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -146013.265625 Penalty: 727.388672
	Iteration 5Q: 3 clusters Score -146013.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -146069.234375 Penalty: 727.388672
	Iteration 6Q: 3 clusters Score -146069.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -146135.718750 Penalty: 727.388672
	Iteration 7Q: 3 clusters Score -146135.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -146209.609375 Penalty: 727.388672
	Iteration 8Q: 3 clusters Score -146209.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -146296.031250 Penalty: 727.388672
	Iteration 9Q: 3 clusters Score -146296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -146398.578125 Penalty: 727.388672
	Iteration 10Q: 3 clusters Score -146398.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -146518.359375 Penalty: 727.388672
	Iteration 11F: 3 clusters Score -146518.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -146641.984375 Penalty: 727.388672
	Iteration 12Q: 3 clusters Score -146642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -146737.453125 Penalty: 727.388672
	Iteration 13Q: 3 clusters Score -146737.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -146794.062500 Penalty: 727.388672
	Iteration 14Q: 3 clusters Score -146794.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -146822.359375 Penalty: 727.388672
	Iteration 15Q: 3 clusters Score -146822.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -146832.609375 Penalty: 727.388672
	Iteration 16Q: 3 clusters Score -146832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -146838.375000 Penalty: 727.388672
	Iteration 17Q: 3 clusters Score -146838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -146840.265625 Penalty: 727.388672
	Iteration 18Q: 3 clusters Score -146840.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -146844.218750 Penalty: 727.388672
	Iteration 19Q: 3 clusters Score -146844.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -146847.453125 Penalty: 727.388672
	Iteration 20F: 3 clusters Score -146847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -146851.828125 Penalty: 727.388672
	Iteration 21Q: 3 clusters Score -146851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -146852.609375 Penalty: 727.388672
	Iteration 22Q: 3 clusters Score -146852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -146854.281250 Penalty: 727.388672
	Iteration 23Q: 3 clusters Score -146854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -146855.015625 Penalty: 727.388672
	Iteration 24Q: 3 clusters Score -146855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -146855.218750 Penalty: 727.388672
	Iteration 25Q: 3 clusters Score -146855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -146855.921875 Penalty: 727.388672
	Iteration 26Q: 3 clusters Score -146855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -146856.015625 Penalty: 727.388672
	Iteration 27Q: 3 clusters Score -146856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -146856.015625 Penalty: 727.388672
	Iteration 28F: 3 clusters Score -146856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Entering Unmasked Estep 
Score: -1307229.875000 Penalty: 462.060699
	Iteration 0F: 2 clusters Score -1307230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1290244.125000 Penalty: 924.121399
	Iteration 0F: 3 clusters Score -1290244 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1297737.125000 Penalty: 924.121399
	Iteration 1F: 3 clusters Score -1297737 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1298722.125000 Penalty: 924.121399
	Iteration 2F: 3 clusters Score -1298722 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1300332.250000 Penalty: 924.121399
	Iteration 3F: 3 clusters Score -1300332 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1302322.250000 Penalty: 924.121399
	Iteration 4F: 3 clusters Score -1302322 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1303875.625000 Penalty: 924.121399
	Iteration 5F: 3 clusters Score -1303876 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1304478.125000 Penalty: 924.121399
	Iteration 6Q: 3 clusters Score -1304478 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1304735.625000 Penalty: 924.121399
	Iteration 7Q: 3 clusters Score -1304736 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1304902.750000 Penalty: 924.121399
	Iteration 8Q: 3 clusters Score -1304903 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1305035.250000 Penalty: 924.121399
	Iteration 9Q: 3 clusters Score -1305035 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1305170.375000 Penalty: 924.121399
	Iteration 10Q: 3 clusters Score -1305170 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1305292.875000 Penalty: 924.121399
	Iteration 11Q: 3 clusters Score -1305293 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1305406.500000 Penalty: 924.121399
	Iteration 12Q: 3 clusters Score -1305406 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1305533.750000 Penalty: 924.121399
	Iteration 13Q: 3 clusters Score -1305534 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1305649.125000 Penalty: 924.121399
	Iteration 14Q: 3 clusters Score -1305649 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1305773.750000 Penalty: 924.121399
	Iteration 15Q: 3 clusters Score -1305774 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1305876.250000 Penalty: 924.121399
	Iteration 16Q: 3 clusters Score -1305876 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1305959.875000 Penalty: 924.121399
	Iteration 17Q: 3 clusters Score -1305960 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1306029.000000 Penalty: 924.121399
	Iteration 18Q: 3 clusters Score -1306029 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1306090.500000 Penalty: 924.121399
	Iteration 19Q: 3 clusters Score -1306090 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1306140.500000 Penalty: 924.121399
	Iteration 20F: 3 clusters Score -1306140 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1306184.625000 Penalty: 924.121399
	Iteration 21Q: 3 clusters Score -1306185 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1306236.625000 Penalty: 924.121399
	Iteration 22Q: 3 clusters Score -1306237 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1306291.625000 Penalty: 924.121399
	Iteration 23Q: 3 clusters Score -1306292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1306334.500000 Penalty: 924.121399
	Iteration 24Q: 3 clusters Score -1306334 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1306376.875000 Penalty: 924.121399
	Iteration 25Q: 3 clusters Score -1306377 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1306414.250000 Penalty: 924.121399
	Iteration 26Q: 3 clusters Score -1306414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1306455.000000 Penalty: 924.121399
	Iteration 27Q: 3 clusters Score -1306455 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1306489.375000 Penalty: 924.121399
	Iteration 28Q: 3 clusters Score -1306489 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1306531.500000 Penalty: 924.121399
	Iteration 29Q: 3 clusters Score -1306532 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1306565.625000 Penalty: 924.121399
	Iteration 30Q: 3 clusters Score -1306566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1306595.875000 Penalty: 924.121399
	Iteration 31Q: 3 clusters Score -1306596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1306622.500000 Penalty: 924.121399
	Iteration 32Q: 3 clusters Score -1306622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1306656.625000 Penalty: 924.121399
	Iteration 33Q: 3 clusters Score -1306657 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1306681.250000 Penalty: 924.121399
	Iteration 34Q: 3 clusters Score -1306681 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1306713.125000 Penalty: 924.121399
	Iteration 35Q: 3 clusters Score -1306713 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1306739.250000 Penalty: 924.121399
	Iteration 36Q: 3 clusters Score -1306739 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1306760.000000 Penalty: 924.121399
	Iteration 37Q: 3 clusters Score -1306760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1306778.500000 Penalty: 924.121399
	Iteration 38Q: 3 clusters Score -1306778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1306796.625000 Penalty: 924.121399
	Iteration 39Q: 3 clusters Score -1306797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1306814.875000 Penalty: 924.121399
	Iteration 40F: 3 clusters Score -1306815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1306819.500000 Penalty: 924.121399
	Iteration 41Q: 3 clusters Score -1306820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1306832.500000 Penalty: 924.121399
	Iteration 42Q: 3 clusters Score -1306832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1306843.750000 Penalty: 924.121399
	Iteration 43Q: 3 clusters Score -1306844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1306851.250000 Penalty: 924.121399
	Iteration 44Q: 3 clusters Score -1306851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1306855.750000 Penalty: 924.121399
	Iteration 45Q: 3 clusters Score -1306856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1306859.625000 Penalty: 924.121399
	Iteration 46Q: 3 clusters Score -1306860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1306867.125000 Penalty: 924.121399
	Iteration 47Q: 3 clusters Score -1306867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1306869.750000 Penalty: 924.121399
	Iteration 48Q: 3 clusters Score -1306870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1306875.625000 Penalty: 924.121399
	Iteration 49Q: 3 clusters Score -1306876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1306874.750000 Penalty: 924.121399
	Iteration 50Q: 3 clusters Score -1306875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1306876.125000 Penalty: 924.121399
	Iteration 51Q: 3 clusters Score -1306876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1306876.125000 Penalty: 924.121399
	Iteration 52Q: 3 clusters Score -1306876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1306874.625000 Penalty: 924.121399
	Iteration 53Q: 3 clusters Score -1306875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1306874.000000 Penalty: 924.121399
	Iteration 54Q: 3 clusters Score -1306874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1306874.000000 Penalty: 924.121399
	Iteration 55F: 3 clusters Score -1306874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -125449.250000 Penalty: 357.019836
	Iteration 0F: 2 clusters Score -125449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -123648.484375 Penalty: 714.039673
	Iteration 0F: 3 clusters Score -123648.5 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -124323.210938 Penalty: 714.039673
	Iteration 1F: 3 clusters Score -124323.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -124408.554688 Penalty: 714.039673
	Iteration 2F: 3 clusters Score -124408.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -124473.289062 Penalty: 714.039673
	Iteration 3Q: 3 clusters Score -124473.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -124534.281250 Penalty: 714.039673
	Iteration 4Q: 3 clusters Score -124534.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -124613.656250 Penalty: 714.039673
	Iteration 5Q: 3 clusters Score -124613.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -124688.140625 Penalty: 714.039673
	Iteration 6Q: 3 clusters Score -124688.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -124769.070312 Penalty: 714.039673
	Iteration 7Q: 3 clusters Score -124769.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -124835.687500 Penalty: 714.039673
	Iteration 8Q: 3 clusters Score -124835.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -124902.398438 Penalty: 714.039673
	Iteration 9Q: 3 clusters Score -124902.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -124940.828125 Penalty: 714.039673
	Iteration 10Q: 3 clusters Score -124940.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -124967.859375 Penalty: 714.039673
	Iteration 11Q: 3 clusters Score -124967.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -124989.210938 Penalty: 714.039673
	Iteration 12Q: 3 clusters Score -124989.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -124999.625000 Penalty: 714.039673
	Iteration 13Q: 3 clusters Score -124999.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -125005.828125 Penalty: 714.039673
	Iteration 14Q: 3 clusters Score -125005.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -125010.820312 Penalty: 714.039673
	Iteration 15Q: 3 clusters Score -125010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -125013.921875 Penalty: 714.039673
	Iteration 16Q: 3 clusters Score -125013.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -125016.492188 Penalty: 714.039673
	Iteration 17Q: 3 clusters Score -125016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -125018.726562 Penalty: 714.039673
	Iteration 18Q: 3 clusters Score -125018.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -125020.898438 Penalty: 714.039673
	Iteration 19Q: 3 clusters Score -125020.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -125024.531250 Penalty: 714.039673
	Iteration 20F: 3 clusters Score -125024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -125025.828125 Penalty: 714.039673
	Iteration 21Q: 3 clusters Score -125025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -125026.320312 Penalty: 714.039673
	Iteration 22Q: 3 clusters Score -125026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -125026.328125 Penalty: 714.039673
	Iteration 23Q: 3 clusters Score -125026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -125026.804688 Penalty: 714.039673
	Iteration 24Q: 3 clusters Score -125026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -125027.140625 Penalty: 714.039673
	Iteration 25Q: 3 clusters Score -125027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -125027.500000 Penalty: 714.039673
	Iteration 26Q: 3 clusters Score -125027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -125027.585938 Penalty: 714.039673
	Iteration 27Q: 3 clusters Score -125027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -125028.289062 Penalty: 714.039673
	Iteration 28Q: 3 clusters Score -125028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -125029.039062 Penalty: 714.039673
	Iteration 29Q: 3 clusters Score -125029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -125029.585938 Penalty: 714.039673
	Iteration 30Q: 3 clusters Score -125029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -125029.937500 Penalty: 714.039673
	Iteration 31Q: 3 clusters Score -125029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -125030.453125 Penalty: 714.039673
	Iteration 32Q: 3 clusters Score -125030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -125030.960938 Penalty: 714.039673
	Iteration 33Q: 3 clusters Score -125031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -125030.960938 Penalty: 714.039673
	Iteration 34F: 3 clusters Score -125031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -150746.125000 Penalty: 363.339539
	Iteration 0F: 2 clusters Score -150746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -148724.968750 Penalty: 726.679077
	Iteration 0F: 3 clusters Score -148725 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -149459.859375 Penalty: 726.679077
	Iteration 1F: 3 clusters Score -149459.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -149564.281250 Penalty: 726.679077
	Iteration 2F: 3 clusters Score -149564.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -149692.609375 Penalty: 726.679077
	Iteration 3F: 3 clusters Score -149692.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -149850.531250 Penalty: 726.679077
	Iteration 4F: 3 clusters Score -149850.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -150024.578125 Penalty: 726.679077
	Iteration 5F: 3 clusters Score -150024.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -150148.296875 Penalty: 726.679077
	Iteration 6F: 3 clusters Score -150148.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -150214.484375 Penalty: 726.679077
	Iteration 7Q: 3 clusters Score -150214.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -150249.062500 Penalty: 726.679077
	Iteration 8Q: 3 clusters Score -150249.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -150263.421875 Penalty: 726.679077
	Iteration 9Q: 3 clusters Score -150263.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -150274.562500 Penalty: 726.679077
	Iteration 10Q: 3 clusters Score -150274.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -150284.562500 Penalty: 726.679077
	Iteration 11Q: 3 clusters Score -150284.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -150290.500000 Penalty: 726.679077
	Iteration 12Q: 3 clusters Score -150290.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -150295.296875 Penalty: 726.679077
	Iteration 13Q: 3 clusters Score -150295.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -150301.531250 Penalty: 726.679077
	Iteration 14Q: 3 clusters Score -150301.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -150308.078125 Penalty: 726.679077
	Iteration 15Q: 3 clusters Score -150308.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -150312.625000 Penalty: 726.679077
	Iteration 16Q: 3 clusters Score -150312.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -150315.156250 Penalty: 726.679077
	Iteration 17Q: 3 clusters Score -150315.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -150317.203125 Penalty: 726.679077
	Iteration 18Q: 3 clusters Score -150317.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -150318.250000 Penalty: 726.679077
	Iteration 19Q: 3 clusters Score -150318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -150319.890625 Penalty: 726.679077
	Iteration 20F: 3 clusters Score -150319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -150321.968750 Penalty: 726.679077
	Iteration 21Q: 3 clusters Score -150322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -150323.468750 Penalty: 726.679077
	Iteration 22Q: 3 clusters Score -150323.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -150324.656250 Penalty: 726.679077
	Iteration 23Q: 3 clusters Score -150324.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -150326.343750 Penalty: 726.679077
	Iteration 24Q: 3 clusters Score -150326.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -150328.187500 Penalty: 726.679077
	Iteration 25Q: 3 clusters Score -150328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -150329.515625 Penalty: 726.679077
	Iteration 26Q: 3 clusters Score -150329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -150329.765625 Penalty: 726.679077
	Iteration 27Q: 3 clusters Score -150329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -150329.781250 Penalty: 726.679077
	Iteration 28Q: 3 clusters Score -150329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -150329.859375 Penalty: 726.679077
	Iteration 29Q: 3 clusters Score -150329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -150330.421875 Penalty: 726.679077
	Iteration 30Q: 3 clusters Score -150330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -150330.765625 Penalty: 726.679077
	Iteration 31Q: 3 clusters Score -150330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -150330.796875 Penalty: 726.679077
	Iteration 32Q: 3 clusters Score -150330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -150330.953125 Penalty: 726.679077
	Iteration 33Q: 3 clusters Score -150331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -150331.109375 Penalty: 726.679077
	Iteration 34Q: 3 clusters Score -150331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -150331.156250 Penalty: 726.679077
	Iteration 35Q: 3 clusters Score -150331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -150331.156250 Penalty: 726.679077
	Iteration 36F: 3 clusters Score -150331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Entering Unmasked Estep 
Score: -125936.125000 Penalty: 361.779938
	Iteration 0F: 2 clusters Score -125936.1 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 1403 members 
Entering Unmasked Estep 
Score: -123983.046875 Penalty: 723.559875
	Iteration 0F: 3 clusters Score -123983 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -124816.078125 Penalty: 723.559875
	Iteration 1F: 3 clusters Score -124816.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -124963.265625 Penalty: 723.559875
	Iteration 2F: 3 clusters Score -124963.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -125090.859375 Penalty: 723.559875
	Iteration 3F: 3 clusters Score -125090.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125236.125000 Penalty: 723.559875
	Iteration 4F: 3 clusters Score -125236.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125395.429688 Penalty: 723.559875
	Iteration 5F: 3 clusters Score -125395.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -125558.023438 Penalty: 723.559875
	Iteration 6F: 3 clusters Score -125558 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -125688.687500 Penalty: 723.559875
	Iteration 7Q: 3 clusters Score -125688.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -125770.546875 Penalty: 723.559875
	Iteration 8Q: 3 clusters Score -125770.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -125805.851562 Penalty: 723.559875
	Iteration 9Q: 3 clusters Score -125805.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -125826.328125 Penalty: 723.559875
	Iteration 10Q: 3 clusters Score -125826.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -125841.156250 Penalty: 723.559875
	Iteration 11Q: 3 clusters Score -125841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -125845.273438 Penalty: 723.559875
	Iteration 12Q: 3 clusters Score -125845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -125845.789062 Penalty: 723.559875
	Iteration 13Q: 3 clusters Score -125845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -125846.265625 Penalty: 723.559875
	Iteration 14Q: 3 clusters Score -125846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -125846.265625 Penalty: 723.559875
	Iteration 15F: 3 clusters Score -125846.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -23530.236328 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -23530.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23004.449219 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -23004.45 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23161.257812 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -23161.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23258.224609 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -23258.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23314.017578 Penalty: 577.771667
	Iteration 3F: 3 clusters Score -23314.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23348.611328 Penalty: 577.771667
	Iteration 4Q: 3 clusters Score -23348.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23371.462891 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -23371.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23392.996094 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -23393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23414.974609 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -23414.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23430.529297 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -23430.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23432.906250 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -23432.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23442.574219 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -23442.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23449.507812 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -23449.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -23453.562500 Penalty: 577.771667
	Iteration 12Q: 3 clusters Score -23453.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23458.937500 Penalty: 577.771667
	Iteration 13Q: 3 clusters Score -23458.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23459.935547 Penalty: 577.771667
	Iteration 14Q: 3 clusters Score -23459.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23459.935547 Penalty: 577.771667
	Iteration 15F: 3 clusters Score -23459.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -9970.347656 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -9970.348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9670.379883 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -9670.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9797.345703 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -9797.346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9812.710938 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -9812.711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9827.821289 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -9827.821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9836.722656 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -9836.723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9836.722656 Penalty: 507.411377
	Iteration 5F: 3 clusters Score -9836.723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -14052.970703 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -14052.97 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 173 members 
Entering Unmasked Estep 
Score: -13659.269531 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -13659.27 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13779.958008 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -13779.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13818.509766 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -13818.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13841.591797 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -13841.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13854.654297 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -13854.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13872.076172 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -13872.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13881.483398 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -13881.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13890.642578 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -13890.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13895.681641 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -13895.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13902.039062 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -13902.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13907.713867 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -13907.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13913.263672 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -13913.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13920.941406 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -13920.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13925.926758 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -13925.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13927.329102 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -13927.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13930.109375 Penalty: 526.047668
	Iteration 15Q: 3 clusters Score -13930.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13931.431641 Penalty: 526.047668
	Iteration 16Q: 3 clusters Score -13931.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13931.431641 Penalty: 526.047668
	Iteration 17F: 3 clusters Score -13931.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -21218.718750 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -21218.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20720.710938 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -20720.71 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20910.960938 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -20910.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20963.083984 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -20963.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20991.732422 Penalty: 571.686279
	Iteration 3F: 3 clusters Score -20991.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21013.332031 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -21013.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21027.884766 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -21027.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21033.669922 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -21033.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21037.001953 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -21037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21043.601562 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -21043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21045.556641 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -21045.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21051.820312 Penalty: 571.686279
	Iteration 10Q: 3 clusters Score -21051.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21058.792969 Penalty: 571.686279
	Iteration 11Q: 3 clusters Score -21058.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21064.000000 Penalty: 571.686279
	Iteration 12Q: 3 clusters Score -21064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21069.507812 Penalty: 571.686279
	Iteration 13Q: 3 clusters Score -21069.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21071.462891 Penalty: 571.686279
	Iteration 14Q: 3 clusters Score -21071.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21072.142578 Penalty: 571.686279
	Iteration 15Q: 3 clusters Score -21072.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21072.142578 Penalty: 571.686279
	Iteration 16F: 3 clusters Score -21072.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -22283.091797 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -22283.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21776.654297 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -21776.65 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21929.882812 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -21929.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21978.664062 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -21978.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22010.968750 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -22010.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22020.550781 Penalty: 569.447754
	Iteration 4Q: 3 clusters Score -22020.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22026.806641 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -22026.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22027.687500 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -22027.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22028.710938 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -22028.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22030.263672 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -22030.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22030.925781 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -22030.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22030.925781 Penalty: 569.447754
	Iteration 10F: 3 clusters Score -22030.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -12554.222656 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -12554.22 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: -12190.451172 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -12190.45 nChanged 91
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: -12263.816406 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -12263.82 nChanged 25
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: -12296.356445 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -12296.36 nChanged 9
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: -12312.685547 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -12312.69 nChanged 7
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: -12322.346680 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -12322.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12327.681641 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -12327.68 nChanged 3
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: -12329.086914 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -12329.09 nChanged 0
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: -12329.086914 Penalty: 519.044189
	Iteration 7F: 3 clusters Score -12329.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (349421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349421 members 
Entering Unmasked Estep 
Score: -16651547.000000 Penalty: 580.763489
	Iteration 0F: 2 clusters Score -1.665155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174582 members 
Mstep: Class 2 contains 174839 members 
Entering Unmasked Estep 
Score: -16422347.000000 Penalty: 1161.526978
	Iteration 0F: 3 clusters Score -1.642235e+07 nChanged 172957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 185742 members 
Entering Unmasked Estep 
Score: -16537209.000000 Penalty: 1161.526978
	Iteration 1F: 3 clusters Score -1.653721e+07 nChanged 18301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 192961 members 
Entering Unmasked Estep 
Score: -16548237.000000 Penalty: 1161.526978
	Iteration 2F: 3 clusters Score -1.654824e+07 nChanged 22270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147242 members 
Mstep: Class 2 contains 202179 members 
Entering Unmasked Estep 
Score: -16566261.000000 Penalty: 1161.526978
	Iteration 3F: 3 clusters Score -1.656626e+07 nChanged 23990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137988 members 
Mstep: Class 2 contains 211433 members 
Entering Unmasked Estep 
Score: -16586021.000000 Penalty: 1161.526978
	Iteration 4F: 3 clusters Score -1.658602e+07 nChanged 19959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 219280 members 
Entering Unmasked Estep 
Score: -16597158.000000 Penalty: 1161.526978
	Iteration 5F: 3 clusters Score -1.659716e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122440 members 
Mstep: Class 2 contains 226981 members 
Entering Unmasked Estep 
Score: -16600876.000000 Penalty: 1161.526978
	Iteration 6Q: 3 clusters Score -1.660088e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 234974 members 
Entering Unmasked Estep 
Score: -16603021.000000 Penalty: 1161.526978
	Iteration 7Q: 3 clusters Score -1.660302e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 243273 members 
Entering Unmasked Estep 
Score: -16604890.000000 Penalty: 1161.526978
	Iteration 8Q: 3 clusters Score -1.660489e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 252033 members 
Entering Unmasked Estep 
Score: -16606788.000000 Penalty: 1161.526978
	Iteration 9Q: 3 clusters Score -1.660679e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 261025 members 
Entering Unmasked Estep 
Score: -16609438.000000 Penalty: 1161.526978
	Iteration 10Q: 3 clusters Score -1.660944e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 270076 members 
Entering Unmasked Estep 
Score: -16612153.000000 Penalty: 1161.526978
	Iteration 11Q: 3 clusters Score -1.661215e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 279104 members 
Entering Unmasked Estep 
Score: -16615234.000000 Penalty: 1161.526978
	Iteration 12Q: 3 clusters Score -1.661523e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 287899 members 
Entering Unmasked Estep 
Score: -16619316.000000 Penalty: 1161.526978
	Iteration 13Q: 3 clusters Score -1.661932e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 296562 members 
Entering Unmasked Estep 
Score: -16625023.000000 Penalty: 1161.526978
	Iteration 14Q: 3 clusters Score -1.662502e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 305050 members 
Entering Unmasked Estep 
Score: -16630268.000000 Penalty: 1161.526978
	Iteration 15Q: 3 clusters Score -1.663027e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 313221 members 
Entering Unmasked Estep 
Score: -16634454.000000 Penalty: 1161.526978
	Iteration 16Q: 3 clusters Score -1.663445e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 320941 members 
Entering Unmasked Estep 
Score: -16637649.000000 Penalty: 1161.526978
	Iteration 17Q: 3 clusters Score -1.663765e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 327924 members 
Entering Unmasked Estep 
Score: -16640570.000000 Penalty: 1161.526978
	Iteration 18Q: 3 clusters Score -1.664057e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 333853 members 
Entering Unmasked Estep 
Score: -16643075.000000 Penalty: 1161.526978
	Iteration 19Q: 3 clusters Score -1.664308e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 338548 members 
Entering Unmasked Estep 
Score: -16645251.000000 Penalty: 1161.526978
	Iteration 20F: 3 clusters Score -1.664525e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 342281 members 
Entering Unmasked Estep 
Score: -16647090.000000 Penalty: 1161.526978
	Iteration 21Q: 3 clusters Score -1.664709e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 345070 members 
Entering Unmasked Estep 
Score: -16648498.000000 Penalty: 1161.526978
	Iteration 22Q: 3 clusters Score -1.66485e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 346999 members 
Entering Unmasked Estep 
Score: -16649647.000000 Penalty: 1161.526978
	Iteration 23Q: 3 clusters Score -1.664965e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 348174 members 
Entering Unmasked Estep 
Score: -16650299.000000 Penalty: 1161.526978
	Iteration 24Q: 3 clusters Score -1.66503e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 348767 members 
Entering Unmasked Estep 
Score: -16650704.000000 Penalty: 1161.526978
	Iteration 25Q: 3 clusters Score -1.66507e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 349029 members 
Entering Unmasked Estep 
Score: -16650876.000000 Penalty: 1161.526978
	Iteration 26Q: 3 clusters Score -1.665088e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 349145 members 
Entering Unmasked Estep 
Score: -16650938.000000 Penalty: 1161.526978
	Iteration 27Q: 3 clusters Score -1.665094e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 349210 members 
Entering Unmasked Estep 
Score: -16650953.000000 Penalty: 1161.526978
	Iteration 28Q: 3 clusters Score -1.665095e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 349241 members 
Entering Unmasked Estep 
Score: -16650996.000000 Penalty: 1161.526978
	Iteration 29Q: 3 clusters Score -1.6651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 349261 members 
Entering Unmasked Estep 
Score: -16651021.000000 Penalty: 1161.526978
	Iteration 30Q: 3 clusters Score -1.665102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 349271 members 
Entering Unmasked Estep 
Score: -16651020.000000 Penalty: 1161.526978
	Iteration 31Q: 3 clusters Score -1.665102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 349278 members 
Entering Unmasked Estep 
Score: -16651037.000000 Penalty: 1161.526978
	Iteration 32Q: 3 clusters Score -1.665104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 349281 members 
Entering Unmasked Estep 
Score: -16651048.000000 Penalty: 1161.526978
	Iteration 33Q: 3 clusters Score -1.665105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 349286 members 
Entering Unmasked Estep 
Score: -16651059.000000 Penalty: 1161.526978
	Iteration 34Q: 3 clusters Score -1.665106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 349288 members 
Entering Unmasked Estep 
Score: -16651058.000000 Penalty: 1161.526978
	Iteration 35Q: 3 clusters Score -1.665106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 349291 members 
Entering Unmasked Estep 
Score: -16651058.000000 Penalty: 1161.526978
	Iteration 36Q: 3 clusters Score -1.665106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 349293 members 
Entering Unmasked Estep 
Score: -16651070.000000 Penalty: 1161.526978
	Iteration 37Q: 3 clusters Score -1.665107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 349293 members 
Entering Unmasked Estep 
Score: -16651070.000000 Penalty: 1161.526978
	Iteration 38F: 3 clusters Score -1.665107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Entering Unmasked Estep 
Score: -1922830.625000 Penalty: 484.404724
	Iteration 0F: 2 clusters Score -1922831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1894628.375000 Penalty: 968.809448
	Iteration 0F: 3 clusters Score -1894628 nChanged 20259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1907016.875000 Penalty: 968.809448
	Iteration 1F: 3 clusters Score -1907017 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1908464.625000 Penalty: 968.809448
	Iteration 2F: 3 clusters Score -1908465 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1911271.125000 Penalty: 968.809448
	Iteration 3F: 3 clusters Score -1911271 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1915329.375000 Penalty: 968.809448
	Iteration 4F: 3 clusters Score -1915329 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1919193.625000 Penalty: 968.809448
	Iteration 5F: 3 clusters Score -1919194 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1921403.875000 Penalty: 968.809448
	Iteration 6F: 3 clusters Score -1921404 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1922166.250000 Penalty: 968.809448
	Iteration 7Q: 3 clusters Score -1922166 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1922333.000000 Penalty: 968.809448
	Iteration 8Q: 3 clusters Score -1922333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1922390.250000 Penalty: 968.809448
	Iteration 9Q: 3 clusters Score -1922390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1922396.750000 Penalty: 968.809448
	Iteration 10Q: 3 clusters Score -1922397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1922404.250000 Penalty: 968.809448
	Iteration 11Q: 3 clusters Score -1922404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1922411.625000 Penalty: 968.809448
	Iteration 12Q: 3 clusters Score -1922412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1922415.625000 Penalty: 968.809448
	Iteration 13Q: 3 clusters Score -1922416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1922417.125000 Penalty: 968.809448
	Iteration 14Q: 3 clusters Score -1922417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1922417.000000 Penalty: 968.809448
	Iteration 15Q: 3 clusters Score -1922417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1922417.000000 Penalty: 968.809448
	Iteration 16F: 3 clusters Score -1922417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 25724 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349421 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388658.000000 Penalty: 16362.268555
Iteration 239Q: 28 clusters Score -2.838866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24763 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109464 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349424 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388674.000000 Penalty: 16362.268555
Iteration 240F: 28 clusters Score -2.838867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24760 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109463 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349429 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388678.000000 Penalty: 16362.268555
Iteration 241Q: 28 clusters Score -2.838868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24757 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 16 contains 25715 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349435 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388692.000000 Penalty: 16362.268555
Iteration 242Q: 28 clusters Score -2.838869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349438 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388680.000000 Penalty: 16362.268555
Iteration 243Q: 28 clusters Score -2.838868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24753 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349440 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388680.000000 Penalty: 16362.268555
Iteration 244Q: 28 clusters Score -2.838868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349442 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388672.000000 Penalty: 16362.268555
Iteration 245Q: 28 clusters Score -2.838867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24746 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349443 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388676.000000 Penalty: 16362.268555
Iteration 246Q: 28 clusters Score -2.838868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349447 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388664.000000 Penalty: 16362.268555
Iteration 247Q: 28 clusters Score -2.838866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24735 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349447 members 
Mstep: Class 27 contains 42036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388644.000000 Penalty: 16362.268555
Iteration 248Q: 28 clusters Score -2.838864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24728 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 25709 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349454 members 
Mstep: Class 27 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388644.000000 Penalty: 16362.268555
Iteration 249Q: 28 clusters Score -2.838864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24723 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109461 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 25709 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349458 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388632.000000 Penalty: 16362.268555
Iteration 250Q: 28 clusters Score -2.838863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24718 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 25709 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349460 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388638.000000 Penalty: 16362.268555
Iteration 251Q: 28 clusters Score -2.838864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24717 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109463 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 25709 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 2840 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349459 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388644.000000 Penalty: 16362.268555
Iteration 252Q: 28 clusters Score -2.838864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24712 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109463 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 2940 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349461 members 
Mstep: Class 27 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388652.000000 Penalty: 16362.268555
Iteration 253Q: 28 clusters Score -2.838865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24705 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109463 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349464 members 
Mstep: Class 27 contains 42034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388644.000000 Penalty: 16362.268555
Iteration 254Q: 28 clusters Score -2.838864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24700 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109463 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349469 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388626.000000 Penalty: 16362.268555
Iteration 255Q: 28 clusters Score -2.838863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24699 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349470 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388634.000000 Penalty: 16362.268555
Iteration 256Q: 28 clusters Score -2.838863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24697 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349472 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388628.000000 Penalty: 16362.268555
Iteration 257Q: 28 clusters Score -2.838863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24694 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349475 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388620.000000 Penalty: 16362.268555
Iteration 258Q: 28 clusters Score -2.838862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24690 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349479 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388610.000000 Penalty: 16362.268555
Iteration 259Q: 28 clusters Score -2.838861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24687 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349482 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388608.000000 Penalty: 16362.268555
Iteration 260F: 28 clusters Score -2.838861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24682 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349487 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388602.000000 Penalty: 16362.268555
Iteration 261Q: 28 clusters Score -2.83886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24678 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349491 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388604.000000 Penalty: 16362.268555
Iteration 262Q: 28 clusters Score -2.83886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24675 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2943 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349493 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388610.000000 Penalty: 16362.268555
Iteration 263Q: 28 clusters Score -2.838861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24668 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109463 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349497 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388620.000000 Penalty: 16362.268555
Iteration 264Q: 28 clusters Score -2.838862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24663 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349503 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388614.000000 Penalty: 16362.268555
Iteration 265Q: 28 clusters Score -2.838861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24659 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349506 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388610.000000 Penalty: 16362.268555
Iteration 266Q: 28 clusters Score -2.838861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24657 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349508 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388616.000000 Penalty: 16362.268555
Iteration 267Q: 28 clusters Score -2.838862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24656 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349509 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388604.000000 Penalty: 16362.268555
Iteration 268Q: 28 clusters Score -2.83886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24654 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349511 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388612.000000 Penalty: 16362.268555
Iteration 269Q: 28 clusters Score -2.838861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24650 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349515 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388608.000000 Penalty: 16362.268555
Iteration 270Q: 28 clusters Score -2.838861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24647 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349518 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388614.000000 Penalty: 16362.268555
Iteration 271Q: 28 clusters Score -2.838861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24645 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109462 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349520 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388604.000000 Penalty: 16362.268555
Iteration 272Q: 28 clusters Score -2.83886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24644 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109461 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349522 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388606.000000 Penalty: 16362.268555
Iteration 273Q: 28 clusters Score -2.838861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24643 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109460 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349524 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388612.000000 Penalty: 16362.268555
Iteration 274Q: 28 clusters Score -2.838861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24642 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109459 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349526 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388610.000000 Penalty: 16362.268555
Iteration 275Q: 28 clusters Score -2.838861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24641 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109459 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349527 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388608.000000 Penalty: 16362.268555
Iteration 276Q: 28 clusters Score -2.838861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24640 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109459 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349528 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388618.000000 Penalty: 16362.268555
Iteration 277Q: 28 clusters Score -2.838862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24637 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109458 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349532 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388628.000000 Penalty: 16362.268555
Iteration 278Q: 28 clusters Score -2.838863e+07 nChanged 3
Entering ConstructFrom: 
Score: -28388628.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -5402.193359 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -5402.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5163.468262 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5163.468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5221.102051 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -5221.102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5267.769043 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -5267.769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5280.479492 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -5280.479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5286.407715 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -5286.408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5289.145508 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -5289.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5289.145508 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -5289.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -34253.417969 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -34253.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33626.125000 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -33626.12 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33777.398438 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -33777.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33811.679688 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -33811.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33830.945312 Penalty: 595.102356
	Iteration 3Q: 3 clusters Score -33830.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33844.804688 Penalty: 595.102356
	Iteration 4Q: 3 clusters Score -33844.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33861.425781 Penalty: 595.102356
	Iteration 5Q: 3 clusters Score -33861.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33878.007812 Penalty: 595.102356
	Iteration 6Q: 3 clusters Score -33878.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33894.257812 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -33894.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33907.285156 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -33907.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33918.191406 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -33918.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33925.542969 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -33925.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33927.941406 Penalty: 595.102356
	Iteration 11Q: 3 clusters Score -33927.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33929.859375 Penalty: 595.102356
	Iteration 12Q: 3 clusters Score -33929.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33932.222656 Penalty: 595.102356
	Iteration 13Q: 3 clusters Score -33932.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33933.230469 Penalty: 595.102356
	Iteration 14Q: 3 clusters Score -33933.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33935.527344 Penalty: 595.102356
	Iteration 15Q: 3 clusters Score -33935.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33936.746094 Penalty: 595.102356
	Iteration 16Q: 3 clusters Score -33936.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33937.000000 Penalty: 595.102356
	Iteration 17Q: 3 clusters Score -33937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33937.000000 Penalty: 595.102356
	Iteration 18F: 3 clusters Score -33937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -116441.710938 Penalty: 350.732697
	Iteration 0F: 2 clusters Score -116441.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -114865.242188 Penalty: 701.465393
	Iteration 0F: 3 clusters Score -114865.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -115428.562500 Penalty: 701.465393
	Iteration 1F: 3 clusters Score -115428.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -115534.554688 Penalty: 701.465393
	Iteration 2F: 3 clusters Score -115534.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -115632.414062 Penalty: 701.465393
	Iteration 3F: 3 clusters Score -115632.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -115723.578125 Penalty: 701.465393
	Iteration 4F: 3 clusters Score -115723.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -115830.742188 Penalty: 701.465393
	Iteration 5F: 3 clusters Score -115830.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -115927.132812 Penalty: 701.465393
	Iteration 6F: 3 clusters Score -115927.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -115993.632812 Penalty: 701.465393
	Iteration 7Q: 3 clusters Score -115993.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -116048.429688 Penalty: 701.465393
	Iteration 8Q: 3 clusters Score -116048.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -116079.117188 Penalty: 701.465393
	Iteration 9Q: 3 clusters Score -116079.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -116099.875000 Penalty: 701.465393
	Iteration 10Q: 3 clusters Score -116099.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -116108.804688 Penalty: 701.465393
	Iteration 11Q: 3 clusters Score -116108.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116113.976562 Penalty: 701.465393
	Iteration 12Q: 3 clusters Score -116114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -116117.343750 Penalty: 701.465393
	Iteration 13Q: 3 clusters Score -116117.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116119.500000 Penalty: 701.465393
	Iteration 14Q: 3 clusters Score -116119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116121.406250 Penalty: 701.465393
	Iteration 15Q: 3 clusters Score -116121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -116122.820312 Penalty: 701.465393
	Iteration 16Q: 3 clusters Score -116122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116123.562500 Penalty: 701.465393
	Iteration 17Q: 3 clusters Score -116123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116124.117188 Penalty: 701.465393
	Iteration 18Q: 3 clusters Score -116124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -116124.984375 Penalty: 701.465393
	Iteration 19Q: 3 clusters Score -116125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -116126.554688 Penalty: 701.465393
	Iteration 20F: 3 clusters Score -116126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116127.171875 Penalty: 701.465393
	Iteration 21Q: 3 clusters Score -116127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116128.414062 Penalty: 701.465393
	Iteration 22Q: 3 clusters Score -116128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116129.437500 Penalty: 701.465393
	Iteration 23Q: 3 clusters Score -116129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116130.812500 Penalty: 701.465393
	Iteration 24Q: 3 clusters Score -116130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116131.945312 Penalty: 701.465393
	Iteration 25Q: 3 clusters Score -116131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116134.132812 Penalty: 701.465393
	Iteration 26Q: 3 clusters Score -116134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116136.164062 Penalty: 701.465393
	Iteration 27Q: 3 clusters Score -116136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116138.234375 Penalty: 701.465393
	Iteration 28Q: 3 clusters Score -116138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116139.789062 Penalty: 701.465393
	Iteration 29Q: 3 clusters Score -116139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116140.843750 Penalty: 701.465393
	Iteration 30Q: 3 clusters Score -116140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116142.125000 Penalty: 701.465393
	Iteration 31Q: 3 clusters Score -116142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116143.179688 Penalty: 701.465393
	Iteration 32Q: 3 clusters Score -116143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116143.742188 Penalty: 701.465393
	Iteration 33Q: 3 clusters Score -116143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116144.570312 Penalty: 701.465393
	Iteration 34Q: 3 clusters Score -116144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116145.796875 Penalty: 701.465393
	Iteration 35Q: 3 clusters Score -116145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116146.257812 Penalty: 701.465393
	Iteration 36Q: 3 clusters Score -116146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116147.078125 Penalty: 701.465393
	Iteration 37Q: 3 clusters Score -116147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116147.804688 Penalty: 701.465393
	Iteration 38Q: 3 clusters Score -116147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116148.273438 Penalty: 701.465393
	Iteration 39Q: 3 clusters Score -116148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116148.273438 Penalty: 701.465393
	Iteration 40F: 3 clusters Score -116148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -8851.981445 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -8851.981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8569.210938 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -8569.211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8668.120117 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -8668.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8703.578125 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -8703.578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8712.185547 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -8712.186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8725.099609 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -8725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8735.670898 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -8735.671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8763.875977 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -8763.876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8775.518555 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -8775.519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8782.459961 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -8782.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8788.161133 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -8788.161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8790.665039 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -8790.665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8794.718750 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -8794.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8795.567383 Penalty: 490.405548
	Iteration 12Q: 3 clusters Score -8795.567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8796.416016 Penalty: 490.405548
	Iteration 13Q: 3 clusters Score -8796.416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8796.416016 Penalty: 490.405548
	Iteration 14F: 3 clusters Score -8796.416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -116195.601562 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -114538.531250 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114538.5 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -115101.148438 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -115101.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -115195.312500 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -115195.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -115296.210938 Penalty: 707.969543
	Iteration 3F: 3 clusters Score -115296.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -115410.664062 Penalty: 707.969543
	Iteration 4F: 3 clusters Score -115410.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -115545.429688 Penalty: 707.969543
	Iteration 5F: 3 clusters Score -115545.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -115681.359375 Penalty: 707.969543
	Iteration 6F: 3 clusters Score -115681.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -115786.000000 Penalty: 707.969543
	Iteration 7Q: 3 clusters Score -115786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -115838.585938 Penalty: 707.969543
	Iteration 8Q: 3 clusters Score -115838.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -115880.218750 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115880.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -115905.031250 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -115917.343750 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -115920.585938 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -115923.179688 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -115923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -115924.273438 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -115924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -115926.320312 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -115926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -115927.296875 Penalty: 707.969543
	Iteration 16Q: 3 clusters Score -115927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -115930.273438 Penalty: 707.969543
	Iteration 17Q: 3 clusters Score -115930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -115931.117188 Penalty: 707.969543
	Iteration 18Q: 3 clusters Score -115931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -115931.976562 Penalty: 707.969543
	Iteration 19Q: 3 clusters Score -115932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -115932.843750 Penalty: 707.969543
	Iteration 20F: 3 clusters Score -115932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -115936.335938 Penalty: 707.969543
	Iteration 21Q: 3 clusters Score -115936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -115936.335938 Penalty: 707.969543
	Iteration 22F: 3 clusters Score -115936.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Entering Unmasked Estep 
Score: -1435493.875000 Penalty: 466.148315
	Iteration 0F: 2 clusters Score -1435494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1416646.750000 Penalty: 932.296631
	Iteration 0F: 3 clusters Score -1416647 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1424885.875000 Penalty: 932.296631
	Iteration 1F: 3 clusters Score -1424886 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1425781.625000 Penalty: 932.296631
	Iteration 2F: 3 clusters Score -1425782 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1427239.000000 Penalty: 932.296631
	Iteration 3F: 3 clusters Score -1427239 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1429186.000000 Penalty: 932.296631
	Iteration 4F: 3 clusters Score -1429186 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1430916.875000 Penalty: 932.296631
	Iteration 5F: 3 clusters Score -1430917 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1431846.125000 Penalty: 932.296631
	Iteration 6F: 3 clusters Score -1431846 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1432211.750000 Penalty: 932.296631
	Iteration 7Q: 3 clusters Score -1432212 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1432398.500000 Penalty: 932.296631
	Iteration 8Q: 3 clusters Score -1432398 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1432531.000000 Penalty: 932.296631
	Iteration 9Q: 3 clusters Score -1432531 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1432646.375000 Penalty: 932.296631
	Iteration 10Q: 3 clusters Score -1432646 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1432749.250000 Penalty: 932.296631
	Iteration 11Q: 3 clusters Score -1432749 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1432825.625000 Penalty: 932.296631
	Iteration 12Q: 3 clusters Score -1432826 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -1432896.375000 Penalty: 932.296631
	Iteration 13Q: 3 clusters Score -1432896 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1432975.625000 Penalty: 932.296631
	Iteration 14Q: 3 clusters Score -1432976 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1433037.250000 Penalty: 932.296631
	Iteration 15Q: 3 clusters Score -1433037 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1433089.750000 Penalty: 932.296631
	Iteration 16Q: 3 clusters Score -1433090 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1433144.125000 Penalty: 932.296631
	Iteration 17Q: 3 clusters Score -1433144 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1433182.875000 Penalty: 932.296631
	Iteration 18Q: 3 clusters Score -1433183 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1433235.625000 Penalty: 932.296631
	Iteration 19Q: 3 clusters Score -1433236 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -1433267.250000 Penalty: 932.296631
	Iteration 20F: 3 clusters Score -1433267 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1433315.375000 Penalty: 932.296631
	Iteration 21Q: 3 clusters Score -1433315 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -1433361.500000 Penalty: 932.296631
	Iteration 22Q: 3 clusters Score -1433362 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -1433413.375000 Penalty: 932.296631
	Iteration 23Q: 3 clusters Score -1433413 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -1433451.875000 Penalty: 932.296631
	Iteration 24Q: 3 clusters Score -1433452 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -1433501.000000 Penalty: 932.296631
	Iteration 25Q: 3 clusters Score -1433501 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -1433566.625000 Penalty: 932.296631
	Iteration 26Q: 3 clusters Score -1433567 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -1433651.750000 Penalty: 932.296631
	Iteration 27Q: 3 clusters Score -1433652 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -1433731.500000 Penalty: 932.296631
	Iteration 28Q: 3 clusters Score -1433732 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1433819.000000 Penalty: 932.296631
	Iteration 29Q: 3 clusters Score -1433819 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -1433908.250000 Penalty: 932.296631
	Iteration 30Q: 3 clusters Score -1433908 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -1433971.250000 Penalty: 932.296631
	Iteration 31Q: 3 clusters Score -1433971 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -1434024.125000 Penalty: 932.296631
	Iteration 32Q: 3 clusters Score -1434024 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -1434082.500000 Penalty: 932.296631
	Iteration 33Q: 3 clusters Score -1434082 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -1434146.500000 Penalty: 932.296631
	Iteration 34Q: 3 clusters Score -1434146 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -1434215.375000 Penalty: 932.296631
	Iteration 35Q: 3 clusters Score -1434215 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -1434284.000000 Penalty: 932.296631
	Iteration 36Q: 3 clusters Score -1434284 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -1434362.875000 Penalty: 932.296631
	Iteration 37Q: 3 clusters Score -1434363 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -1434438.500000 Penalty: 932.296631
	Iteration 38Q: 3 clusters Score -1434438 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -1434519.875000 Penalty: 932.296631
	Iteration 39Q: 3 clusters Score -1434520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -1434586.375000 Penalty: 932.296631
	Iteration 40F: 3 clusters Score -1434586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -1434638.125000 Penalty: 932.296631
	Iteration 41Q: 3 clusters Score -1434638 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -1434685.500000 Penalty: 932.296631
	Iteration 42Q: 3 clusters Score -1434686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -1434725.250000 Penalty: 932.296631
	Iteration 43Q: 3 clusters Score -1434725 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -1434772.750000 Penalty: 932.296631
	Iteration 44Q: 3 clusters Score -1434773 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1434815.750000 Penalty: 932.296631
	Iteration 45Q: 3 clusters Score -1434816 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -1434854.500000 Penalty: 932.296631
	Iteration 46Q: 3 clusters Score -1434854 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -1434897.750000 Penalty: 932.296631
	Iteration 47Q: 3 clusters Score -1434898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -1434939.125000 Penalty: 932.296631
	Iteration 48Q: 3 clusters Score -1434939 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -1434968.750000 Penalty: 932.296631
	Iteration 49Q: 3 clusters Score -1434969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -1434991.500000 Penalty: 932.296631
	Iteration 50Q: 3 clusters Score -1434992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -1435014.750000 Penalty: 932.296631
	Iteration 51Q: 3 clusters Score -1435015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -1435036.625000 Penalty: 932.296631
	Iteration 52Q: 3 clusters Score -1435037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -1435048.000000 Penalty: 932.296631
	Iteration 53Q: 3 clusters Score -1435048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -1435053.000000 Penalty: 932.296631
	Iteration 54Q: 3 clusters Score -1435053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -1435057.375000 Penalty: 932.296631
	Iteration 55Q: 3 clusters Score -1435057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -1435063.750000 Penalty: 932.296631
	Iteration 56Q: 3 clusters Score -1435064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -1435073.125000 Penalty: 932.296631
	Iteration 57Q: 3 clusters Score -1435073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -1435079.000000 Penalty: 932.296631
	Iteration 58Q: 3 clusters Score -1435079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -1435089.625000 Penalty: 932.296631
	Iteration 59Q: 3 clusters Score -1435090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -1435095.375000 Penalty: 932.296631
	Iteration 60F: 3 clusters Score -1435095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -1435103.375000 Penalty: 932.296631
	Iteration 61Q: 3 clusters Score -1435103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -1435107.750000 Penalty: 932.296631
	Iteration 62Q: 3 clusters Score -1435108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -1435108.625000 Penalty: 932.296631
	Iteration 63Q: 3 clusters Score -1435109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -1435108.125000 Penalty: 932.296631
	Iteration 64Q: 3 clusters Score -1435108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -1435108.500000 Penalty: 932.296631
	Iteration 65Q: 3 clusters Score -1435108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -1435112.625000 Penalty: 932.296631
	Iteration 66Q: 3 clusters Score -1435113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -1435113.000000 Penalty: 932.296631
	Iteration 67Q: 3 clusters Score -1435113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -1435116.125000 Penalty: 932.296631
	Iteration 68Q: 3 clusters Score -1435116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1435122.250000 Penalty: 932.296631
	Iteration 69Q: 3 clusters Score -1435122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -1435128.875000 Penalty: 932.296631
	Iteration 70Q: 3 clusters Score -1435129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -1435132.000000 Penalty: 932.296631
	Iteration 71Q: 3 clusters Score -1435132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -1435134.125000 Penalty: 932.296631
	Iteration 72Q: 3 clusters Score -1435134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -1435144.625000 Penalty: 932.296631
	Iteration 73Q: 3 clusters Score -1435145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -1435147.500000 Penalty: 932.296631
	Iteration 74Q: 3 clusters Score -1435148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -1435154.125000 Penalty: 932.296631
	Iteration 75Q: 3 clusters Score -1435154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -1435155.875000 Penalty: 932.296631
	Iteration 76Q: 3 clusters Score -1435156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -1435155.125000 Penalty: 932.296631
	Iteration 77Q: 3 clusters Score -1435155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -1435157.875000 Penalty: 932.296631
	Iteration 78Q: 3 clusters Score -1435158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -1435158.125000 Penalty: 932.296631
	Iteration 79Q: 3 clusters Score -1435158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -1435159.250000 Penalty: 932.296631
	Iteration 80F: 3 clusters Score -1435159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -1435159.125000 Penalty: 932.296631
	Iteration 81Q: 3 clusters Score -1435159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -1435160.500000 Penalty: 932.296631
	Iteration 82Q: 3 clusters Score -1435160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -1435159.875000 Penalty: 932.296631
	Iteration 83Q: 3 clusters Score -1435160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -1435160.250000 Penalty: 932.296631
	Iteration 84Q: 3 clusters Score -1435160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -1435161.375000 Penalty: 932.296631
	Iteration 85Q: 3 clusters Score -1435161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -1435163.375000 Penalty: 932.296631
	Iteration 86Q: 3 clusters Score -1435163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -1435164.000000 Penalty: 932.296631
	Iteration 87Q: 3 clusters Score -1435164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -1435164.875000 Penalty: 932.296631
	Iteration 88Q: 3 clusters Score -1435165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -1435164.875000 Penalty: 932.296631
	Iteration 89F: 3 clusters Score -1435165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -101263.195312 Penalty: 347.318298
	Iteration 0F: 2 clusters Score -101263.2 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 1024 members 
Entering Unmasked Estep 
Score: -99784.765625 Penalty: 694.636597
	Iteration 0F: 3 clusters Score -99784.77 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -100209.156250 Penalty: 694.636597
	Iteration 1F: 3 clusters Score -100209.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -100265.062500 Penalty: 694.636597
	Iteration 2F: 3 clusters Score -100265.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -100306.539062 Penalty: 694.636597
	Iteration 3F: 3 clusters Score -100306.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100329.250000 Penalty: 694.636597
	Iteration 4Q: 3 clusters Score -100329.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -100345.070312 Penalty: 694.636597
	Iteration 5Q: 3 clusters Score -100345.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -100363.710938 Penalty: 694.636597
	Iteration 6Q: 3 clusters Score -100363.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -100383.500000 Penalty: 694.636597
	Iteration 7Q: 3 clusters Score -100383.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -100405.343750 Penalty: 694.636597
	Iteration 8Q: 3 clusters Score -100405.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -100431.125000 Penalty: 694.636597
	Iteration 9Q: 3 clusters Score -100431.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -100458.445312 Penalty: 694.636597
	Iteration 10Q: 3 clusters Score -100458.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -100477.156250 Penalty: 694.636597
	Iteration 11Q: 3 clusters Score -100477.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -100497.484375 Penalty: 694.636597
	Iteration 12Q: 3 clusters Score -100497.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -100523.398438 Penalty: 694.636597
	Iteration 13Q: 3 clusters Score -100523.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -100559.109375 Penalty: 694.636597
	Iteration 14Q: 3 clusters Score -100559.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -100608.031250 Penalty: 694.636597
	Iteration 15Q: 3 clusters Score -100608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -100663.281250 Penalty: 694.636597
	Iteration 16Q: 3 clusters Score -100663.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -100732.921875 Penalty: 694.636597
	Iteration 17Q: 3 clusters Score -100732.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -100807.125000 Penalty: 694.636597
	Iteration 18Q: 3 clusters Score -100807.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -100884.742188 Penalty: 694.636597
	Iteration 19Q: 3 clusters Score -100884.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -100931.312500 Penalty: 694.636597
	Iteration 20F: 3 clusters Score -100931.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -100962.367188 Penalty: 694.636597
	Iteration 21Q: 3 clusters Score -100962.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -100982.007812 Penalty: 694.636597
	Iteration 22Q: 3 clusters Score -100982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -100993.929688 Penalty: 694.636597
	Iteration 23Q: 3 clusters Score -100993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -100995.390625 Penalty: 694.636597
	Iteration 24Q: 3 clusters Score -100995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -101000.523438 Penalty: 694.636597
	Iteration 25Q: 3 clusters Score -101000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -101008.109375 Penalty: 694.636597
	Iteration 26Q: 3 clusters Score -101008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -101012.617188 Penalty: 694.636597
	Iteration 27Q: 3 clusters Score -101012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -101015.054688 Penalty: 694.636597
	Iteration 28Q: 3 clusters Score -101015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -101015.820312 Penalty: 694.636597
	Iteration 29Q: 3 clusters Score -101015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -101019.992188 Penalty: 694.636597
	Iteration 30Q: 3 clusters Score -101020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -101027.015625 Penalty: 694.636597
	Iteration 31Q: 3 clusters Score -101027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -101030.632812 Penalty: 694.636597
	Iteration 32Q: 3 clusters Score -101030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -101031.859375 Penalty: 694.636597
	Iteration 33Q: 3 clusters Score -101031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -101032.976562 Penalty: 694.636597
	Iteration 34Q: 3 clusters Score -101033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -101032.976562 Penalty: 694.636597
	Iteration 35F: 3 clusters Score -101033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Entering Unmasked Estep 
Score: -1252000.500000 Penalty: 460.090698
	Iteration 0F: 2 clusters Score -1252000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1235597.000000 Penalty: 920.181396
	Iteration 0F: 3 clusters Score -1235597 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1243333.125000 Penalty: 920.181396
	Iteration 1F: 3 clusters Score -1243333 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1244355.625000 Penalty: 920.181396
	Iteration 2F: 3 clusters Score -1244356 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1245788.625000 Penalty: 920.181396
	Iteration 3F: 3 clusters Score -1245789 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1247436.000000 Penalty: 920.181396
	Iteration 4F: 3 clusters Score -1247436 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1248529.000000 Penalty: 920.181396
	Iteration 5F: 3 clusters Score -1248529 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1249045.125000 Penalty: 920.181396
	Iteration 6Q: 3 clusters Score -1249045 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1249324.875000 Penalty: 920.181396
	Iteration 7Q: 3 clusters Score -1249325 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1249543.375000 Penalty: 920.181396
	Iteration 8Q: 3 clusters Score -1249543 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1249732.375000 Penalty: 920.181396
	Iteration 9Q: 3 clusters Score -1249732 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1249909.625000 Penalty: 920.181396
	Iteration 10Q: 3 clusters Score -1249910 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1250066.000000 Penalty: 920.181396
	Iteration 11Q: 3 clusters Score -1250066 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1250211.250000 Penalty: 920.181396
	Iteration 12Q: 3 clusters Score -1250211 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1250372.250000 Penalty: 920.181396
	Iteration 13Q: 3 clusters Score -1250372 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1250508.000000 Penalty: 920.181396
	Iteration 14Q: 3 clusters Score -1250508 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1250611.500000 Penalty: 920.181396
	Iteration 15Q: 3 clusters Score -1250612 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1250705.000000 Penalty: 920.181396
	Iteration 16Q: 3 clusters Score -1250705 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1250794.500000 Penalty: 920.181396
	Iteration 17Q: 3 clusters Score -1250794 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1250874.000000 Penalty: 920.181396
	Iteration 18Q: 3 clusters Score -1250874 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1250932.500000 Penalty: 920.181396
	Iteration 19Q: 3 clusters Score -1250932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1250983.500000 Penalty: 920.181396
	Iteration 20F: 3 clusters Score -1250984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1251045.875000 Penalty: 920.181396
	Iteration 21Q: 3 clusters Score -1251046 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1251101.000000 Penalty: 920.181396
	Iteration 22Q: 3 clusters Score -1251101 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1251146.750000 Penalty: 920.181396
	Iteration 23Q: 3 clusters Score -1251147 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1251180.500000 Penalty: 920.181396
	Iteration 24Q: 3 clusters Score -1251180 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1251223.375000 Penalty: 920.181396
	Iteration 25Q: 3 clusters Score -1251223 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1251274.750000 Penalty: 920.181396
	Iteration 26Q: 3 clusters Score -1251275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1251320.125000 Penalty: 920.181396
	Iteration 27Q: 3 clusters Score -1251320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1251359.375000 Penalty: 920.181396
	Iteration 28Q: 3 clusters Score -1251359 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1251394.750000 Penalty: 920.181396
	Iteration 29Q: 3 clusters Score -1251395 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1251425.750000 Penalty: 920.181396
	Iteration 30Q: 3 clusters Score -1251426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1251460.000000 Penalty: 920.181396
	Iteration 31Q: 3 clusters Score -1251460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1251493.125000 Penalty: 920.181396
	Iteration 32Q: 3 clusters Score -1251493 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1251515.250000 Penalty: 920.181396
	Iteration 33Q: 3 clusters Score -1251515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1251535.500000 Penalty: 920.181396
	Iteration 34Q: 3 clusters Score -1251536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1251552.250000 Penalty: 920.181396
	Iteration 35Q: 3 clusters Score -1251552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1251571.125000 Penalty: 920.181396
	Iteration 36Q: 3 clusters Score -1251571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1251584.500000 Penalty: 920.181396
	Iteration 37Q: 3 clusters Score -1251584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1251592.250000 Penalty: 920.181396
	Iteration 38Q: 3 clusters Score -1251592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1251601.250000 Penalty: 920.181396
	Iteration 39Q: 3 clusters Score -1251601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1251613.375000 Penalty: 920.181396
	Iteration 40F: 3 clusters Score -1251613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1251617.500000 Penalty: 920.181396
	Iteration 41Q: 3 clusters Score -1251618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1251623.375000 Penalty: 920.181396
	Iteration 42Q: 3 clusters Score -1251623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1251626.125000 Penalty: 920.181396
	Iteration 43Q: 3 clusters Score -1251626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1251634.500000 Penalty: 920.181396
	Iteration 44Q: 3 clusters Score -1251634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1251640.000000 Penalty: 920.181396
	Iteration 45Q: 3 clusters Score -1251640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1251645.750000 Penalty: 920.181396
	Iteration 46Q: 3 clusters Score -1251646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1251652.500000 Penalty: 920.181396
	Iteration 47Q: 3 clusters Score -1251652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1251655.000000 Penalty: 920.181396
	Iteration 48Q: 3 clusters Score -1251655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1251657.750000 Penalty: 920.181396
	Iteration 49Q: 3 clusters Score -1251658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1251661.625000 Penalty: 920.181396
	Iteration 50Q: 3 clusters Score -1251662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1251663.250000 Penalty: 920.181396
	Iteration 51Q: 3 clusters Score -1251663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1251666.750000 Penalty: 920.181396
	Iteration 52Q: 3 clusters Score -1251667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1251667.250000 Penalty: 920.181396
	Iteration 53Q: 3 clusters Score -1251667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1251668.625000 Penalty: 920.181396
	Iteration 54Q: 3 clusters Score -1251669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1251669.500000 Penalty: 920.181396
	Iteration 55Q: 3 clusters Score -1251670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1251671.250000 Penalty: 920.181396
	Iteration 56Q: 3 clusters Score -1251671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1251672.250000 Penalty: 920.181396
	Iteration 57Q: 3 clusters Score -1251672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1251674.000000 Penalty: 920.181396
	Iteration 58Q: 3 clusters Score -1251674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1251672.750000 Penalty: 920.181396
	Iteration 59Q: 3 clusters Score -1251673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1251678.375000 Penalty: 920.181396
	Iteration 60F: 3 clusters Score -1251678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1251678.000000 Penalty: 920.181396
	Iteration 61Q: 3 clusters Score -1251678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1251678.625000 Penalty: 920.181396
	Iteration 62Q: 3 clusters Score -1251679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1251679.000000 Penalty: 920.181396
	Iteration 63Q: 3 clusters Score -1251679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1251679.875000 Penalty: 920.181396
	Iteration 64Q: 3 clusters Score -1251680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1251679.875000 Penalty: 920.181396
	Iteration 65F: 3 clusters Score -1251680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -222064.906250 Penalty: 387.404694
	Iteration 0F: 2 clusters Score -222064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -218735.500000 Penalty: 774.809387
	Iteration 0F: 3 clusters Score -218735.5 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -219981.359375 Penalty: 774.809387
	Iteration 1F: 3 clusters Score -219981.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -220166.906250 Penalty: 774.809387
	Iteration 2F: 3 clusters Score -220166.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -220356.000000 Penalty: 774.809387
	Iteration 3F: 3 clusters Score -220356 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -220626.812500 Penalty: 774.809387
	Iteration 4F: 3 clusters Score -220626.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -220960.343750 Penalty: 774.809387
	Iteration 5F: 3 clusters Score -220960.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -221262.078125 Penalty: 774.809387
	Iteration 6F: 3 clusters Score -221262.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -221485.875000 Penalty: 774.809387
	Iteration 7Q: 3 clusters Score -221485.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -221605.703125 Penalty: 774.809387
	Iteration 8Q: 3 clusters Score -221605.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -221667.078125 Penalty: 774.809387
	Iteration 9Q: 3 clusters Score -221667.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -221696.078125 Penalty: 774.809387
	Iteration 10Q: 3 clusters Score -221696.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -221718.250000 Penalty: 774.809387
	Iteration 11Q: 3 clusters Score -221718.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -221736.140625 Penalty: 774.809387
	Iteration 12Q: 3 clusters Score -221736.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -221749.343750 Penalty: 774.809387
	Iteration 13Q: 3 clusters Score -221749.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -221763.765625 Penalty: 774.809387
	Iteration 14Q: 3 clusters Score -221763.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -221772.359375 Penalty: 774.809387
	Iteration 15Q: 3 clusters Score -221772.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -221781.234375 Penalty: 774.809387
	Iteration 16Q: 3 clusters Score -221781.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -221788.921875 Penalty: 774.809387
	Iteration 17Q: 3 clusters Score -221788.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -221797.453125 Penalty: 774.809387
	Iteration 18Q: 3 clusters Score -221797.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -221805.218750 Penalty: 774.809387
	Iteration 19Q: 3 clusters Score -221805.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -221810.609375 Penalty: 774.809387
	Iteration 20F: 3 clusters Score -221810.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -221818.093750 Penalty: 774.809387
	Iteration 21Q: 3 clusters Score -221818.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -221824.296875 Penalty: 774.809387
	Iteration 22Q: 3 clusters Score -221824.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -221828.593750 Penalty: 774.809387
	Iteration 23Q: 3 clusters Score -221828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -221831.890625 Penalty: 774.809387
	Iteration 24Q: 3 clusters Score -221831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221833.734375 Penalty: 774.809387
	Iteration 25Q: 3 clusters Score -221833.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -221835.609375 Penalty: 774.809387
	Iteration 26Q: 3 clusters Score -221835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -221837.750000 Penalty: 774.809387
	Iteration 27Q: 3 clusters Score -221837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -221839.031250 Penalty: 774.809387
	Iteration 28Q: 3 clusters Score -221839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -221841.531250 Penalty: 774.809387
	Iteration 29Q: 3 clusters Score -221841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -221842.421875 Penalty: 774.809387
	Iteration 30Q: 3 clusters Score -221842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -221843.531250 Penalty: 774.809387
	Iteration 31Q: 3 clusters Score -221843.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -221845.406250 Penalty: 774.809387
	Iteration 32Q: 3 clusters Score -221845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221846.734375 Penalty: 774.809387
	Iteration 33Q: 3 clusters Score -221846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221847.546875 Penalty: 774.809387
	Iteration 34Q: 3 clusters Score -221847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221848.468750 Penalty: 774.809387
	Iteration 35Q: 3 clusters Score -221848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -221849.656250 Penalty: 774.809387
	Iteration 36Q: 3 clusters Score -221849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -221850.156250 Penalty: 774.809387
	Iteration 37Q: 3 clusters Score -221850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -221850.250000 Penalty: 774.809387
	Iteration 38Q: 3 clusters Score -221850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221850.453125 Penalty: 774.809387
	Iteration 39Q: 3 clusters Score -221850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221850.562500 Penalty: 774.809387
	Iteration 40F: 3 clusters Score -221850.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -23620.919922 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -23620.92 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 249 members 
Entering Unmasked Estep 
Score: -23127.392578 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -23127.39 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23296.855469 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -23296.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23343.308594 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -23343.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23370.787109 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -23370.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23382.542969 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -23382.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23396.939453 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -23396.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23405.673828 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -23405.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23413.664062 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -23413.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23414.990234 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -23414.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23415.302734 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -23415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23416.210938 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -23416.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23418.246094 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -23418.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23419.173828 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -23419.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23419.986328 Penalty: 567.687561
	Iteration 13Q: 3 clusters Score -23419.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23420.302734 Penalty: 567.687561
	Iteration 14Q: 3 clusters Score -23420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23420.724609 Penalty: 567.687561
	Iteration 15Q: 3 clusters Score -23420.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23422.474609 Penalty: 567.687561
	Iteration 16Q: 3 clusters Score -23422.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23424.035156 Penalty: 567.687561
	Iteration 17Q: 3 clusters Score -23424.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23424.185547 Penalty: 567.687561
	Iteration 18Q: 3 clusters Score -23424.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23424.185547 Penalty: 567.687561
	Iteration 19F: 3 clusters Score -23424.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Entering Unmasked Estep 
Score: -5359445.000000 Penalty: 527.949951
	Iteration 0F: 2 clusters Score -5359445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -5285176.000000 Penalty: 1055.899902
	Iteration 0F: 3 clusters Score -5285176 nChanged 53877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -5318967.500000 Penalty: 1055.899902
	Iteration 1F: 3 clusters Score -5318968 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -5320912.500000 Penalty: 1055.899902
	Iteration 2Q: 3 clusters Score -5320912 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -5323175.000000 Penalty: 1055.899902
	Iteration 3Q: 3 clusters Score -5323175 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -5325415.500000 Penalty: 1055.899902
	Iteration 4Q: 3 clusters Score -5325416 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -5327599.000000 Penalty: 1055.899902
	Iteration 5Q: 3 clusters Score -5327599 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -5329486.000000 Penalty: 1055.899902
	Iteration 6Q: 3 clusters Score -5329486 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -5331158.500000 Penalty: 1055.899902
	Iteration 7Q: 3 clusters Score -5331158 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -5332599.000000 Penalty: 1055.899902
	Iteration 8Q: 3 clusters Score -5332599 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -5334246.500000 Penalty: 1055.899902
	Iteration 9Q: 3 clusters Score -5334246 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -5335931.500000 Penalty: 1055.899902
	Iteration 10Q: 3 clusters Score -5335932 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -5338055.500000 Penalty: 1055.899902
	Iteration 11Q: 3 clusters Score -5338056 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -5340665.000000 Penalty: 1055.899902
	Iteration 12Q: 3 clusters Score -5340665 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -5343686.000000 Penalty: 1055.899902
	Iteration 13F: 3 clusters Score -5343686 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -5347060.500000 Penalty: 1055.899902
	Iteration 14F: 3 clusters Score -5347060 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -5350280.000000 Penalty: 1055.899902
	Iteration 15Q: 3 clusters Score -5350280 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -5352972.000000 Penalty: 1055.899902
	Iteration 16Q: 3 clusters Score -5352972 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -5355163.500000 Penalty: 1055.899902
	Iteration 17Q: 3 clusters Score -5355164 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -5356607.500000 Penalty: 1055.899902
	Iteration 18Q: 3 clusters Score -5356608 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -5357494.000000 Penalty: 1055.899902
	Iteration 19Q: 3 clusters Score -5357494 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 107058 members 
Entering Unmasked Estep 
Score: -5358040.500000 Penalty: 1055.899902
	Iteration 20F: 3 clusters Score -5358040 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -5358397.500000 Penalty: 1055.899902
	Iteration 21Q: 3 clusters Score -5358398 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -5358629.000000 Penalty: 1055.899902
	Iteration 22Q: 3 clusters Score -5358629 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 108483 members 
Entering Unmasked Estep 
Score: -5358746.000000 Penalty: 1055.899902
	Iteration 23Q: 3 clusters Score -5358746 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -5358819.500000 Penalty: 1055.899902
	Iteration 24Q: 3 clusters Score -5358820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -5358865.000000 Penalty: 1055.899902
	Iteration 25Q: 3 clusters Score -5358865 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -5358893.500000 Penalty: 1055.899902
	Iteration 26Q: 3 clusters Score -5358894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -5358916.500000 Penalty: 1055.899902
	Iteration 27Q: 3 clusters Score -5358916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 108956 members 
Entering Unmasked Estep 
Score: -5358930.500000 Penalty: 1055.899902
	Iteration 28Q: 3 clusters Score -5358930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 108993 members 
Entering Unmasked Estep 
Score: -5358944.000000 Penalty: 1055.899902
	Iteration 29Q: 3 clusters Score -5358944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -5358957.500000 Penalty: 1055.899902
	Iteration 30Q: 3 clusters Score -5358958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -5358972.500000 Penalty: 1055.899902
	Iteration 31Q: 3 clusters Score -5358972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -5358983.000000 Penalty: 1055.899902
	Iteration 32Q: 3 clusters Score -5358983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -5358988.000000 Penalty: 1055.899902
	Iteration 33Q: 3 clusters Score -5358988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -5358993.000000 Penalty: 1055.899902
	Iteration 34Q: 3 clusters Score -5358993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 109102 members 
Entering Unmasked Estep 
Score: -5358997.500000 Penalty: 1055.899902
	Iteration 35Q: 3 clusters Score -5358998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -5359001.000000 Penalty: 1055.899902
	Iteration 36Q: 3 clusters Score -5359001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 109112 members 
Entering Unmasked Estep 
Score: -5358999.500000 Penalty: 1055.899902
	Iteration 37Q: 3 clusters Score -5359000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 109120 members 
Entering Unmasked Estep 
Score: -5359009.500000 Penalty: 1055.899902
	Iteration 38Q: 3 clusters Score -5359010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -5359015.500000 Penalty: 1055.899902
	Iteration 39Q: 3 clusters Score -5359016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -5359020.000000 Penalty: 1055.899902
	Iteration 40F: 3 clusters Score -5359020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -5359023.000000 Penalty: 1055.899902
	Iteration 41Q: 3 clusters Score -5359023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -5359028.500000 Penalty: 1055.899902
	Iteration 42Q: 3 clusters Score -5359028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -5359027.000000 Penalty: 1055.899902
	Iteration 43Q: 3 clusters Score -5359027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
Score: -5359027.500000 Penalty: 1055.899902
	Iteration 44Q: 3 clusters Score -5359028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -5359031.000000 Penalty: 1055.899902
	Iteration 45Q: 3 clusters Score -5359031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -5359031.000000 Penalty: 1055.899902
	Iteration 46Q: 3 clusters Score -5359031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -5359031.000000 Penalty: 1055.899902
	Iteration 47F: 3 clusters Score -5359031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -13841.935547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -13841.94 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 173 members 
Entering Unmasked Estep 
Score: -13433.963867 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -13433.96 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13562.810547 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -13562.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13595.001953 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -13595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13608.496094 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -13608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13611.928711 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -13611.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13622.237305 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -13622.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13630.761719 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -13630.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13635.908203 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -13635.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13640.865234 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -13640.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13653.615234 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -13653.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13670.033203 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -13670.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13697.955078 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -13697.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13724.218750 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -13724.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13778.143555 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -13778.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13900.906250 Penalty: 532.550415
	Iteration 14F: 3 clusters Score -13900.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13979.875977 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -13979.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13997.072266 Penalty: 532.550415
	Iteration 16Q: 3 clusters Score -13997.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14008.564453 Penalty: 532.550415
	Iteration 17Q: 3 clusters Score -14008.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14024.908203 Penalty: 532.550415
	Iteration 18Q: 3 clusters Score -14024.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14027.111328 Penalty: 532.550415
	Iteration 19Q: 3 clusters Score -14027.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14027.579102 Penalty: 532.550415
	Iteration 20F: 3 clusters Score -14027.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109458 members 
Mstep: Class 12 contains 144 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349535 members 
Mstep: Class 27 contains 42032 members 
Mstep: Class 28 contains 204 members 
Entering Unmasked Estep 
Score: -28388466.000000 Penalty: 16968.279297
Splitting cluster 12 changes total score from -28388628.000000 to -28388466.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -16193.147461 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -16193.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15785.530273 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -15785.53 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15884.730469 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -15884.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15919.863281 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -15919.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15947.247070 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -15947.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15954.714844 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -15954.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15957.950195 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -15957.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15964.466797 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -15964.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15969.176758 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -15969.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15981.534180 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -15981.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15996.961914 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -15996.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16030.289062 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -16030.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16122.835938 Penalty: 537.882507
	Iteration 11F: 3 clusters Score -16122.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16238.996094 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -16239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16248.720703 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -16248.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16252.034180 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -16252.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16252.034180 Penalty: 537.882507
	Iteration 15F: 3 clusters Score -16252.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109458 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349535 members 
Mstep: Class 27 contains 42032 members 
Mstep: Class 28 contains 141 members 
Entering Unmasked Estep 
Score: -28388332.000000 Penalty: 16968.279297
Splitting cluster 13 changes total score from -28388628.000000 to -28388332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -55698.972656 Penalty: 324.419464
	Iteration 0F: 2 clusters Score -55698.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54700.914062 Penalty: 648.838928
	Iteration 0F: 3 clusters Score -54700.91 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -55044.675781 Penalty: 648.838928
	Iteration 1F: 3 clusters Score -55044.68 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -55102.429688 Penalty: 648.838928
	Iteration 2F: 3 clusters Score -55102.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -55171.585938 Penalty: 648.838928
	Iteration 3F: 3 clusters Score -55171.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -55219.972656 Penalty: 648.838928
	Iteration 4Q: 3 clusters Score -55219.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -55240.945312 Penalty: 648.838928
	Iteration 5Q: 3 clusters Score -55240.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -55255.988281 Penalty: 648.838928
	Iteration 6Q: 3 clusters Score -55255.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55270.531250 Penalty: 648.838928
	Iteration 7Q: 3 clusters Score -55270.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -55280.289062 Penalty: 648.838928
	Iteration 8Q: 3 clusters Score -55280.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -55286.648438 Penalty: 648.838928
	Iteration 9Q: 3 clusters Score -55286.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55291.511719 Penalty: 648.838928
	Iteration 10Q: 3 clusters Score -55291.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -55296.042969 Penalty: 648.838928
	Iteration 11Q: 3 clusters Score -55296.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55300.359375 Penalty: 648.838928
	Iteration 12Q: 3 clusters Score -55300.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55304.976562 Penalty: 648.838928
	Iteration 13Q: 3 clusters Score -55304.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55308.132812 Penalty: 648.838928
	Iteration 14Q: 3 clusters Score -55308.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55311.554688 Penalty: 648.838928
	Iteration 15Q: 3 clusters Score -55311.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -55314.585938 Penalty: 648.838928
	Iteration 16Q: 3 clusters Score -55314.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55318.191406 Penalty: 648.838928
	Iteration 17Q: 3 clusters Score -55318.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55321.410156 Penalty: 648.838928
	Iteration 18Q: 3 clusters Score -55321.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55324.300781 Penalty: 648.838928
	Iteration 19Q: 3 clusters Score -55324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55327.167969 Penalty: 648.838928
	Iteration 20F: 3 clusters Score -55327.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55330.207031 Penalty: 648.838928
	Iteration 21Q: 3 clusters Score -55330.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55333.574219 Penalty: 648.838928
	Iteration 22Q: 3 clusters Score -55333.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55337.796875 Penalty: 648.838928
	Iteration 23Q: 3 clusters Score -55337.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55341.433594 Penalty: 648.838928
	Iteration 24Q: 3 clusters Score -55341.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55344.449219 Penalty: 648.838928
	Iteration 25Q: 3 clusters Score -55344.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55349.785156 Penalty: 648.838928
	Iteration 26Q: 3 clusters Score -55349.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55356.492188 Penalty: 648.838928
	Iteration 27Q: 3 clusters Score -55356.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55362.289062 Penalty: 648.838928
	Iteration 28Q: 3 clusters Score -55362.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55364.871094 Penalty: 648.838928
	Iteration 29Q: 3 clusters Score -55364.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55367.605469 Penalty: 648.838928
	Iteration 30Q: 3 clusters Score -55367.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55371.839844 Penalty: 648.838928
	Iteration 31Q: 3 clusters Score -55371.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55378.085938 Penalty: 648.838928
	Iteration 32Q: 3 clusters Score -55378.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55386.160156 Penalty: 648.838928
	Iteration 33Q: 3 clusters Score -55386.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55392.570312 Penalty: 648.838928
	Iteration 34Q: 3 clusters Score -55392.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55398.292969 Penalty: 648.838928
	Iteration 35Q: 3 clusters Score -55398.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55403.406250 Penalty: 648.838928
	Iteration 36Q: 3 clusters Score -55403.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55406.242188 Penalty: 648.838928
	Iteration 37Q: 3 clusters Score -55406.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55408.453125 Penalty: 648.838928
	Iteration 38Q: 3 clusters Score -55408.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55410.261719 Penalty: 648.838928
	Iteration 39Q: 3 clusters Score -55410.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55411.214844 Penalty: 648.838928
	Iteration 40F: 3 clusters Score -55411.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55412.859375 Penalty: 648.838928
	Iteration 41Q: 3 clusters Score -55412.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55417.371094 Penalty: 648.838928
	Iteration 42Q: 3 clusters Score -55417.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55423.859375 Penalty: 648.838928
	Iteration 43Q: 3 clusters Score -55423.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -55434.761719 Penalty: 648.838928
	Iteration 44Q: 3 clusters Score -55434.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -55443.558594 Penalty: 648.838928
	Iteration 45Q: 3 clusters Score -55443.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -55446.480469 Penalty: 648.838928
	Iteration 46Q: 3 clusters Score -55446.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -55449.062500 Penalty: 648.838928
	Iteration 47Q: 3 clusters Score -55449.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -55452.281250 Penalty: 648.838928
	Iteration 48Q: 3 clusters Score -55452.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -55455.796875 Penalty: 648.838928
	Iteration 49Q: 3 clusters Score -55455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -55458.343750 Penalty: 648.838928
	Iteration 50Q: 3 clusters Score -55458.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -55459.902344 Penalty: 648.838928
	Iteration 51Q: 3 clusters Score -55459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -55460.128906 Penalty: 648.838928
	Iteration 52Q: 3 clusters Score -55460.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -55460.167969 Penalty: 648.838928
	Iteration 53Q: 3 clusters Score -55460.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -55460.167969 Penalty: 648.838928
	Iteration 54F: 3 clusters Score -55460.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -148282.453125 Penalty: 364.046417
	Iteration 0F: 2 clusters Score -148282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -146214.984375 Penalty: 728.092834
	Iteration 0F: 3 clusters Score -146215 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -146924.421875 Penalty: 728.092834
	Iteration 1F: 3 clusters Score -146924.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -146988.421875 Penalty: 728.092834
	Iteration 2F: 3 clusters Score -146988.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -147036.531250 Penalty: 728.092834
	Iteration 3Q: 3 clusters Score -147036.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -147081.046875 Penalty: 728.092834
	Iteration 4Q: 3 clusters Score -147081 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -147121.765625 Penalty: 728.092834
	Iteration 5Q: 3 clusters Score -147121.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -147157.890625 Penalty: 728.092834
	Iteration 6Q: 3 clusters Score -147157.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -147191.734375 Penalty: 728.092834
	Iteration 7Q: 3 clusters Score -147191.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -147222.171875 Penalty: 728.092834
	Iteration 8Q: 3 clusters Score -147222.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -147257.578125 Penalty: 728.092834
	Iteration 9Q: 3 clusters Score -147257.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -147308.781250 Penalty: 728.092834
	Iteration 10Q: 3 clusters Score -147308.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -147372.109375 Penalty: 728.092834
	Iteration 11Q: 3 clusters Score -147372.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147444.453125 Penalty: 728.092834
	Iteration 12Q: 3 clusters Score -147444.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -147531.484375 Penalty: 728.092834
	Iteration 13Q: 3 clusters Score -147531.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -147605.062500 Penalty: 728.092834
	Iteration 14Q: 3 clusters Score -147605.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -147680.593750 Penalty: 728.092834
	Iteration 15Q: 3 clusters Score -147680.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -147742.203125 Penalty: 728.092834
	Iteration 16Q: 3 clusters Score -147742.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -147790.234375 Penalty: 728.092834
	Iteration 17Q: 3 clusters Score -147790.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -147843.625000 Penalty: 728.092834
	Iteration 18Q: 3 clusters Score -147843.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -147882.343750 Penalty: 728.092834
	Iteration 19Q: 3 clusters Score -147882.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -147909.218750 Penalty: 728.092834
	Iteration 20F: 3 clusters Score -147909.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -147930.765625 Penalty: 728.092834
	Iteration 21Q: 3 clusters Score -147930.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -147945.281250 Penalty: 728.092834
	Iteration 22Q: 3 clusters Score -147945.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -147957.156250 Penalty: 728.092834
	Iteration 23Q: 3 clusters Score -147957.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -147969.687500 Penalty: 728.092834
	Iteration 24Q: 3 clusters Score -147969.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -147981.375000 Penalty: 728.092834
	Iteration 25Q: 3 clusters Score -147981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -147985.234375 Penalty: 728.092834
	Iteration 26Q: 3 clusters Score -147985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -147988.218750 Penalty: 728.092834
	Iteration 27Q: 3 clusters Score -147988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -147990.906250 Penalty: 728.092834
	Iteration 28Q: 3 clusters Score -147990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -147994.687500 Penalty: 728.092834
	Iteration 29Q: 3 clusters Score -147994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -147995.609375 Penalty: 728.092834
	Iteration 30Q: 3 clusters Score -147995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -147997.046875 Penalty: 728.092834
	Iteration 31Q: 3 clusters Score -147997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -147997.046875 Penalty: 728.092834
	Iteration 32F: 3 clusters Score -147997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Entering Unmasked Estep 
Score: -1306542.125000 Penalty: 462.035919
	Iteration 0F: 2 clusters Score -1306542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1289312.125000 Penalty: 924.071838
	Iteration 0F: 3 clusters Score -1289312 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1296416.125000 Penalty: 924.071838
	Iteration 1F: 3 clusters Score -1296416 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1296735.250000 Penalty: 924.071838
	Iteration 2Q: 3 clusters Score -1296735 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1297247.500000 Penalty: 924.071838
	Iteration 3Q: 3 clusters Score -1297248 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1298124.750000 Penalty: 924.071838
	Iteration 4F: 3 clusters Score -1298125 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1299527.875000 Penalty: 924.071838
	Iteration 5F: 3 clusters Score -1299528 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1301186.875000 Penalty: 924.071838
	Iteration 6F: 3 clusters Score -1301187 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1302430.000000 Penalty: 924.071838
	Iteration 7F: 3 clusters Score -1302430 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1303008.125000 Penalty: 924.071838
	Iteration 8Q: 3 clusters Score -1303008 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1303271.375000 Penalty: 924.071838
	Iteration 9Q: 3 clusters Score -1303271 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1303477.125000 Penalty: 924.071838
	Iteration 10Q: 3 clusters Score -1303477 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1303692.375000 Penalty: 924.071838
	Iteration 11Q: 3 clusters Score -1303692 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1303916.125000 Penalty: 924.071838
	Iteration 12Q: 3 clusters Score -1303916 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1304122.375000 Penalty: 924.071838
	Iteration 13Q: 3 clusters Score -1304122 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1304333.500000 Penalty: 924.071838
	Iteration 14Q: 3 clusters Score -1304334 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1304532.375000 Penalty: 924.071838
	Iteration 15Q: 3 clusters Score -1304532 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1304732.500000 Penalty: 924.071838
	Iteration 16Q: 3 clusters Score -1304732 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1304926.625000 Penalty: 924.071838
	Iteration 17Q: 3 clusters Score -1304927 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1305085.375000 Penalty: 924.071838
	Iteration 18Q: 3 clusters Score -1305085 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1305239.500000 Penalty: 924.071838
	Iteration 19Q: 3 clusters Score -1305240 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1305358.625000 Penalty: 924.071838
	Iteration 20F: 3 clusters Score -1305359 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1305467.125000 Penalty: 924.071838
	Iteration 21Q: 3 clusters Score -1305467 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1305561.375000 Penalty: 924.071838
	Iteration 22Q: 3 clusters Score -1305561 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1305636.125000 Penalty: 924.071838
	Iteration 23Q: 3 clusters Score -1305636 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1305699.375000 Penalty: 924.071838
	Iteration 24Q: 3 clusters Score -1305699 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1305758.750000 Penalty: 924.071838
	Iteration 25Q: 3 clusters Score -1305759 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1305807.500000 Penalty: 924.071838
	Iteration 26Q: 3 clusters Score -1305808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1305849.125000 Penalty: 924.071838
	Iteration 27Q: 3 clusters Score -1305849 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1305891.000000 Penalty: 924.071838
	Iteration 28Q: 3 clusters Score -1305891 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1305926.375000 Penalty: 924.071838
	Iteration 29Q: 3 clusters Score -1305926 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1305952.750000 Penalty: 924.071838
	Iteration 30Q: 3 clusters Score -1305953 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1305975.750000 Penalty: 924.071838
	Iteration 31Q: 3 clusters Score -1305976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1305997.375000 Penalty: 924.071838
	Iteration 32Q: 3 clusters Score -1305997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1306025.500000 Penalty: 924.071838
	Iteration 33Q: 3 clusters Score -1306026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1306046.500000 Penalty: 924.071838
	Iteration 34Q: 3 clusters Score -1306046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1306073.125000 Penalty: 924.071838
	Iteration 35Q: 3 clusters Score -1306073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1306099.750000 Penalty: 924.071838
	Iteration 36Q: 3 clusters Score -1306100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1306120.250000 Penalty: 924.071838
	Iteration 37Q: 3 clusters Score -1306120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1306133.750000 Penalty: 924.071838
	Iteration 38Q: 3 clusters Score -1306134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1306148.750000 Penalty: 924.071838
	Iteration 39Q: 3 clusters Score -1306149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1306164.750000 Penalty: 924.071838
	Iteration 40F: 3 clusters Score -1306165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1306170.125000 Penalty: 924.071838
	Iteration 41Q: 3 clusters Score -1306170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1306173.625000 Penalty: 924.071838
	Iteration 42Q: 3 clusters Score -1306174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1306184.625000 Penalty: 924.071838
	Iteration 43Q: 3 clusters Score -1306185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1306193.875000 Penalty: 924.071838
	Iteration 44Q: 3 clusters Score -1306194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1306199.625000 Penalty: 924.071838
	Iteration 45Q: 3 clusters Score -1306200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1306205.875000 Penalty: 924.071838
	Iteration 46Q: 3 clusters Score -1306206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1306218.625000 Penalty: 924.071838
	Iteration 47Q: 3 clusters Score -1306219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1306219.125000 Penalty: 924.071838
	Iteration 48Q: 3 clusters Score -1306219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1306227.250000 Penalty: 924.071838
	Iteration 49Q: 3 clusters Score -1306227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1306229.875000 Penalty: 924.071838
	Iteration 50Q: 3 clusters Score -1306230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1306234.500000 Penalty: 924.071838
	Iteration 51Q: 3 clusters Score -1306234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1306237.250000 Penalty: 924.071838
	Iteration 52Q: 3 clusters Score -1306237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1306239.500000 Penalty: 924.071838
	Iteration 53Q: 3 clusters Score -1306240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1306237.875000 Penalty: 924.071838
	Iteration 54Q: 3 clusters Score -1306238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1306243.375000 Penalty: 924.071838
	Iteration 55Q: 3 clusters Score -1306243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1306245.875000 Penalty: 924.071838
	Iteration 56Q: 3 clusters Score -1306246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1306245.750000 Penalty: 924.071838
	Iteration 57Q: 3 clusters Score -1306246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1306248.625000 Penalty: 924.071838
	Iteration 58Q: 3 clusters Score -1306249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1306249.375000 Penalty: 924.071838
	Iteration 59Q: 3 clusters Score -1306249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1306251.125000 Penalty: 924.071838
	Iteration 60F: 3 clusters Score -1306251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1306253.000000 Penalty: 924.071838
	Iteration 61Q: 3 clusters Score -1306253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1306251.625000 Penalty: 924.071838
	Iteration 62Q: 3 clusters Score -1306252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1306251.875000 Penalty: 924.071838
	Iteration 63Q: 3 clusters Score -1306252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1306250.250000 Penalty: 924.071838
	Iteration 64Q: 3 clusters Score -1306250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1306252.750000 Penalty: 924.071838
	Iteration 65Q: 3 clusters Score -1306253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1306252.125000 Penalty: 924.071838
	Iteration 66Q: 3 clusters Score -1306252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1306253.000000 Penalty: 924.071838
	Iteration 67Q: 3 clusters Score -1306253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1306254.625000 Penalty: 924.071838
	Iteration 68Q: 3 clusters Score -1306255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1306255.625000 Penalty: 924.071838
	Iteration 69Q: 3 clusters Score -1306256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1306255.625000 Penalty: 924.071838
	Iteration 70F: 3 clusters Score -1306256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -125685.054688 Penalty: 357.108734
	Iteration 0F: 2 clusters Score -125685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -123881.140625 Penalty: 714.217468
	Iteration 0F: 3 clusters Score -123881.1 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -124458.437500 Penalty: 714.217468
	Iteration 1F: 3 clusters Score -124458.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -124517.109375 Penalty: 714.217468
	Iteration 2F: 3 clusters Score -124517.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -124550.046875 Penalty: 714.217468
	Iteration 3Q: 3 clusters Score -124550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -124577.039062 Penalty: 714.217468
	Iteration 4Q: 3 clusters Score -124577 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -124597.250000 Penalty: 714.217468
	Iteration 5Q: 3 clusters Score -124597.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -124623.328125 Penalty: 714.217468
	Iteration 6Q: 3 clusters Score -124623.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -124651.812500 Penalty: 714.217468
	Iteration 7Q: 3 clusters Score -124651.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -124671.289062 Penalty: 714.217468
	Iteration 8Q: 3 clusters Score -124671.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -124687.070312 Penalty: 714.217468
	Iteration 9Q: 3 clusters Score -124687.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -124705.460938 Penalty: 714.217468
	Iteration 10Q: 3 clusters Score -124705.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -124727.101562 Penalty: 714.217468
	Iteration 11Q: 3 clusters Score -124727.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -124752.578125 Penalty: 714.217468
	Iteration 12Q: 3 clusters Score -124752.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -124785.796875 Penalty: 714.217468
	Iteration 13Q: 3 clusters Score -124785.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -124818.335938 Penalty: 714.217468
	Iteration 14Q: 3 clusters Score -124818.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -124854.460938 Penalty: 714.217468
	Iteration 15Q: 3 clusters Score -124854.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -124903.757812 Penalty: 714.217468
	Iteration 16Q: 3 clusters Score -124903.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -124961.226562 Penalty: 714.217468
	Iteration 17Q: 3 clusters Score -124961.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125018.890625 Penalty: 714.217468
	Iteration 18Q: 3 clusters Score -125018.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125082.898438 Penalty: 714.217468
	Iteration 19Q: 3 clusters Score -125082.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125141.242188 Penalty: 714.217468
	Iteration 20F: 3 clusters Score -125141.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -125186.625000 Penalty: 714.217468
	Iteration 21Q: 3 clusters Score -125186.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -125221.968750 Penalty: 714.217468
	Iteration 22Q: 3 clusters Score -125222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -125259.664062 Penalty: 714.217468
	Iteration 23Q: 3 clusters Score -125259.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -125288.929688 Penalty: 714.217468
	Iteration 24Q: 3 clusters Score -125288.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -125304.789062 Penalty: 714.217468
	Iteration 25Q: 3 clusters Score -125304.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -125318.656250 Penalty: 714.217468
	Iteration 26Q: 3 clusters Score -125318.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -125327.125000 Penalty: 714.217468
	Iteration 27Q: 3 clusters Score -125327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -125334.445312 Penalty: 714.217468
	Iteration 28Q: 3 clusters Score -125334.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -125343.023438 Penalty: 714.217468
	Iteration 29Q: 3 clusters Score -125343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -125352.218750 Penalty: 714.217468
	Iteration 30Q: 3 clusters Score -125352.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -125361.875000 Penalty: 714.217468
	Iteration 31Q: 3 clusters Score -125361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -125366.351562 Penalty: 714.217468
	Iteration 32Q: 3 clusters Score -125366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -125371.929688 Penalty: 714.217468
	Iteration 33Q: 3 clusters Score -125371.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -125377.890625 Penalty: 714.217468
	Iteration 34Q: 3 clusters Score -125377.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -125384.687500 Penalty: 714.217468
	Iteration 35Q: 3 clusters Score -125384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -125389.750000 Penalty: 714.217468
	Iteration 36Q: 3 clusters Score -125389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -125391.429688 Penalty: 714.217468
	Iteration 37Q: 3 clusters Score -125391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -125391.429688 Penalty: 714.217468
	Iteration 38F: 3 clusters Score -125391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -151154.796875 Penalty: 363.463257
	Iteration 0F: 2 clusters Score -151154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -149093.718750 Penalty: 726.926514
	Iteration 0F: 3 clusters Score -149093.7 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -149808.546875 Penalty: 726.926514
	Iteration 1F: 3 clusters Score -149808.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -149901.531250 Penalty: 726.926514
	Iteration 2F: 3 clusters Score -149901.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -149987.281250 Penalty: 726.926514
	Iteration 3F: 3 clusters Score -149987.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -150076.765625 Penalty: 726.926514
	Iteration 4F: 3 clusters Score -150076.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -150165.484375 Penalty: 726.926514
	Iteration 5F: 3 clusters Score -150165.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -150276.656250 Penalty: 726.926514
	Iteration 6F: 3 clusters Score -150276.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -150367.046875 Penalty: 726.926514
	Iteration 7Q: 3 clusters Score -150367 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -150429.593750 Penalty: 726.926514
	Iteration 8Q: 3 clusters Score -150429.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -150465.687500 Penalty: 726.926514
	Iteration 9Q: 3 clusters Score -150465.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -150484.437500 Penalty: 726.926514
	Iteration 10Q: 3 clusters Score -150484.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -150494.875000 Penalty: 726.926514
	Iteration 11Q: 3 clusters Score -150494.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -150504.109375 Penalty: 726.926514
	Iteration 12Q: 3 clusters Score -150504.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -150513.187500 Penalty: 726.926514
	Iteration 13Q: 3 clusters Score -150513.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -150522.390625 Penalty: 726.926514
	Iteration 14Q: 3 clusters Score -150522.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -150532.031250 Penalty: 726.926514
	Iteration 15Q: 3 clusters Score -150532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -150541.046875 Penalty: 726.926514
	Iteration 16Q: 3 clusters Score -150541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -150548.562500 Penalty: 726.926514
	Iteration 17Q: 3 clusters Score -150548.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -150558.578125 Penalty: 726.926514
	Iteration 18Q: 3 clusters Score -150558.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -150570.640625 Penalty: 726.926514
	Iteration 19Q: 3 clusters Score -150570.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -150581.718750 Penalty: 726.926514
	Iteration 20F: 3 clusters Score -150581.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -150588.875000 Penalty: 726.926514
	Iteration 21Q: 3 clusters Score -150588.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -150596.250000 Penalty: 726.926514
	Iteration 22Q: 3 clusters Score -150596.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -150604.453125 Penalty: 726.926514
	Iteration 23Q: 3 clusters Score -150604.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -150615.078125 Penalty: 726.926514
	Iteration 24Q: 3 clusters Score -150615.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -150633.796875 Penalty: 726.926514
	Iteration 25Q: 3 clusters Score -150633.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -150652.640625 Penalty: 726.926514
	Iteration 26Q: 3 clusters Score -150652.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -150670.093750 Penalty: 726.926514
	Iteration 27Q: 3 clusters Score -150670.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -150689.937500 Penalty: 726.926514
	Iteration 28Q: 3 clusters Score -150689.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -150701.703125 Penalty: 726.926514
	Iteration 29Q: 3 clusters Score -150701.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -150712.921875 Penalty: 726.926514
	Iteration 30Q: 3 clusters Score -150712.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -150724.609375 Penalty: 726.926514
	Iteration 31Q: 3 clusters Score -150724.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -150734.640625 Penalty: 726.926514
	Iteration 32Q: 3 clusters Score -150734.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -150749.734375 Penalty: 726.926514
	Iteration 33Q: 3 clusters Score -150749.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -150759.000000 Penalty: 726.926514
	Iteration 34Q: 3 clusters Score -150759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -150769.156250 Penalty: 726.926514
	Iteration 35Q: 3 clusters Score -150769.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -150777.296875 Penalty: 726.926514
	Iteration 36Q: 3 clusters Score -150777.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -150785.406250 Penalty: 726.926514
	Iteration 37Q: 3 clusters Score -150785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -150794.843750 Penalty: 726.926514
	Iteration 38Q: 3 clusters Score -150794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -150806.890625 Penalty: 726.926514
	Iteration 39Q: 3 clusters Score -150806.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -150813.187500 Penalty: 726.926514
	Iteration 40F: 3 clusters Score -150813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -150814.656250 Penalty: 726.926514
	Iteration 41Q: 3 clusters Score -150814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -150815.984375 Penalty: 726.926514
	Iteration 42Q: 3 clusters Score -150816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -150815.781250 Penalty: 726.926514
	Iteration 43Q: 3 clusters Score -150815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -150816.140625 Penalty: 726.926514
	Iteration 44Q: 3 clusters Score -150816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -150817.484375 Penalty: 726.926514
	Iteration 45Q: 3 clusters Score -150817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -150818.093750 Penalty: 726.926514
	Iteration 46Q: 3 clusters Score -150818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -150818.703125 Penalty: 726.926514
	Iteration 47Q: 3 clusters Score -150818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -150818.828125 Penalty: 726.926514
	Iteration 48Q: 3 clusters Score -150818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -150819.296875 Penalty: 726.926514
	Iteration 49Q: 3 clusters Score -150819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -150819.578125 Penalty: 726.926514
	Iteration 50Q: 3 clusters Score -150819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -150821.296875 Penalty: 726.926514
	Iteration 51Q: 3 clusters Score -150821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -150821.390625 Penalty: 726.926514
	Iteration 52Q: 3 clusters Score -150821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -150821.390625 Penalty: 726.926514
	Iteration 53F: 3 clusters Score -150821.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -126019.078125 Penalty: 361.811981
	Iteration 0F: 2 clusters Score -126019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -124116.171875 Penalty: 723.623962
	Iteration 0F: 3 clusters Score -124116.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -124908.492188 Penalty: 723.623962
	Iteration 1F: 3 clusters Score -124908.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -125111.585938 Penalty: 723.623962
	Iteration 2F: 3 clusters Score -125111.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -125292.289062 Penalty: 723.623962
	Iteration 3F: 3 clusters Score -125292.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -125518.507812 Penalty: 723.623962
	Iteration 4F: 3 clusters Score -125518.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -125730.031250 Penalty: 723.623962
	Iteration 5F: 3 clusters Score -125730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -125858.335938 Penalty: 723.623962
	Iteration 6Q: 3 clusters Score -125858.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -125916.781250 Penalty: 723.623962
	Iteration 7Q: 3 clusters Score -125916.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -125932.093750 Penalty: 723.623962
	Iteration 8Q: 3 clusters Score -125932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -125941.765625 Penalty: 723.623962
	Iteration 9Q: 3 clusters Score -125941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -125950.250000 Penalty: 723.623962
	Iteration 10Q: 3 clusters Score -125950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -125950.773438 Penalty: 723.623962
	Iteration 11Q: 3 clusters Score -125950.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -125950.773438 Penalty: 723.623962
	Iteration 12F: 3 clusters Score -125950.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -23530.236328 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -23530.24 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 290 members 
Entering Unmasked Estep 
Score: -22997.273438 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -22997.27 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23194.136719 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -23194.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23236.185547 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -23236.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23255.888672 Penalty: 577.771667
	Iteration 3Q: 3 clusters Score -23255.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23267.703125 Penalty: 577.771667
	Iteration 4Q: 3 clusters Score -23267.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23273.996094 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -23274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23280.539062 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -23280.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23284.130859 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -23284.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23287.011719 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -23287.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23292.550781 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -23292.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23295.193359 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -23295.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23297.439453 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -23297.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23297.439453 Penalty: 577.771667
	Iteration 12F: 3 clusters Score -23297.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -9970.347656 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -9970.348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9647.224609 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -9647.225 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9739.465820 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -9739.466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9804.667969 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -9804.668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9844.572266 Penalty: 507.411377
	Iteration 3F: 3 clusters Score -9844.572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9857.157227 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -9857.157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9873.247070 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -9873.247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9878.375000 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -9878.375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9893.136719 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -9893.137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9922.520508 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -9922.521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9957.598633 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -9957.599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10001.175781 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -10001.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10011.266602 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -10011.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10014.555664 Penalty: 507.411377
	Iteration 12Q: 3 clusters Score -10014.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10032.627930 Penalty: 507.411377
	Iteration 13Q: 3 clusters Score -10032.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10070.630859 Penalty: 507.411377
	Iteration 14Q: 3 clusters Score -10070.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10075.398438 Penalty: 507.411377
	Iteration 15Q: 3 clusters Score -10075.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10075.398438 Penalty: 507.411377
	Iteration 16F: 3 clusters Score -10075.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109458 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 150 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349535 members 
Mstep: Class 27 contains 42032 members 
Mstep: Class 28 contains 114 members 
Entering Unmasked Estep 
Score: -28388368.000000 Penalty: 16968.279297
Splitting cluster 21 changes total score from -28388628.000000 to -28388368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -14052.970703 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -14052.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13689.003906 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -13689 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13796.641602 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -13796.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13826.785156 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -13826.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13844.247070 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -13844.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13859.344727 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -13859.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13869.339844 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -13869.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13881.040039 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -13881.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13894.938477 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -13894.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13906.075195 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -13906.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13909.359375 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -13909.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13910.366211 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -13910.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13910.366211 Penalty: 526.047668
	Iteration 11F: 3 clusters Score -13910.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -21218.718750 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -21218.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20717.882812 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -20717.88 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20880.855469 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -20880.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20942.468750 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -20942.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20975.363281 Penalty: 571.686279
	Iteration 3F: 3 clusters Score -20975.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20995.484375 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -20995.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21009.337891 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -21009.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21024.093750 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -21024.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21037.316406 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -21037.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21041.064453 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -21041.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21051.263672 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -21051.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21063.781250 Penalty: 571.686279
	Iteration 10Q: 3 clusters Score -21063.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21077.693359 Penalty: 571.686279
	Iteration 11Q: 3 clusters Score -21077.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21084.488281 Penalty: 571.686279
	Iteration 12Q: 3 clusters Score -21084.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21089.119141 Penalty: 571.686279
	Iteration 13Q: 3 clusters Score -21089.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21094.312500 Penalty: 571.686279
	Iteration 14Q: 3 clusters Score -21094.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21095.855469 Penalty: 571.686279
	Iteration 15Q: 3 clusters Score -21095.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21097.220703 Penalty: 571.686279
	Iteration 16Q: 3 clusters Score -21097.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21099.111328 Penalty: 571.686279
	Iteration 17Q: 3 clusters Score -21099.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21099.683594 Penalty: 571.686279
	Iteration 18Q: 3 clusters Score -21099.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21100.267578 Penalty: 571.686279
	Iteration 19Q: 3 clusters Score -21100.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21100.601562 Penalty: 571.686279
	Iteration 20F: 3 clusters Score -21100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -22283.091797 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -22283.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21782.359375 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -21782.36 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21969.388672 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -21969.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22010.837891 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -22010.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22040.734375 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -22040.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22063.208984 Penalty: 569.447754
	Iteration 4Q: 3 clusters Score -22063.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22072.939453 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -22072.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22078.548828 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -22078.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22079.783203 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -22079.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22080.240234 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -22080.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22080.578125 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -22080.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22080.578125 Penalty: 569.447754
	Iteration 10F: 3 clusters Score -22080.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -12554.222656 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -12554.22 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 146 members 
Entering Unmasked Estep 
Score: -12200.755859 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -12200.76 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12265.730469 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -12265.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12293.851562 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -12293.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12320.792969 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -12320.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12331.183594 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -12331.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12344.125977 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -12344.13 nChanged 8
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: -12350.754883 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -12350.75 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: -12352.121094 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -12352.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12353.263672 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -12353.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12353.742188 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -12353.74 nChanged 1
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: -12353.936523 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -12353.94 nChanged 0
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: -12353.936523 Penalty: 519.044189
	Iteration 11F: 3 clusters Score -12353.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (349535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349535 members 
Entering Unmasked Estep 
Score: -16656937.000000 Penalty: 580.778320
	Iteration 0F: 2 clusters Score -1.665694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174696 members 
Mstep: Class 2 contains 174839 members 
Entering Unmasked Estep 
Score: -16427679.000000 Penalty: 1161.556641
	Iteration 0F: 3 clusters Score -1.642768e+07 nChanged 173074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166882 members 
Mstep: Class 2 contains 182653 members 
Entering Unmasked Estep 
Score: -16535885.000000 Penalty: 1161.556641
	Iteration 1F: 3 clusters Score -1.653588e+07 nChanged 14747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 187996 members 
Entering Unmasked Estep 
Score: -16540528.000000 Penalty: 1161.556641
	Iteration 2Q: 3 clusters Score -1.654053e+07 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153191 members 
Mstep: Class 2 contains 196344 members 
Entering Unmasked Estep 
Score: -16548284.000000 Penalty: 1161.556641
	Iteration 3Q: 3 clusters Score -1.654828e+07 nChanged 20292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 207770 members 
Entering Unmasked Estep 
Score: -16562071.000000 Penalty: 1161.556641
	Iteration 4F: 3 clusters Score -1.656207e+07 nChanged 22815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129678 members 
Mstep: Class 2 contains 219857 members 
Entering Unmasked Estep 
Score: -16581796.000000 Penalty: 1161.556641
	Iteration 5F: 3 clusters Score -1.65818e+07 nChanged 22353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120177 members 
Mstep: Class 2 contains 229358 members 
Entering Unmasked Estep 
Score: -16599033.000000 Penalty: 1161.556641
	Iteration 6F: 3 clusters Score -1.659903e+07 nChanged 17363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 235895 members 
Entering Unmasked Estep 
Score: -16607410.000000 Penalty: 1161.556641
	Iteration 7Q: 3 clusters Score -1.660741e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 241520 members 
Entering Unmasked Estep 
Score: -16610185.000000 Penalty: 1161.556641
	Iteration 8Q: 3 clusters Score -1.661018e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102333 members 
Mstep: Class 2 contains 247202 members 
Entering Unmasked Estep 
Score: -16611941.000000 Penalty: 1161.556641
	Iteration 9Q: 3 clusters Score -1.661194e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 252865 members 
Entering Unmasked Estep 
Score: -16613309.000000 Penalty: 1161.556641
	Iteration 10Q: 3 clusters Score -1.661331e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 258573 members 
Entering Unmasked Estep 
Score: -16614851.000000 Penalty: 1161.556641
	Iteration 11Q: 3 clusters Score -1.661485e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 264304 members 
Entering Unmasked Estep 
Score: -16616392.000000 Penalty: 1161.556641
	Iteration 12Q: 3 clusters Score -1.661639e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 269996 members 
Entering Unmasked Estep 
Score: -16617847.000000 Penalty: 1161.556641
	Iteration 13Q: 3 clusters Score -1.661785e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 275425 members 
Entering Unmasked Estep 
Score: -16619274.000000 Penalty: 1161.556641
	Iteration 14Q: 3 clusters Score -1.661927e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 280759 members 
Entering Unmasked Estep 
Score: -16621257.000000 Penalty: 1161.556641
	Iteration 15Q: 3 clusters Score -1.662126e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 286114 members 
Entering Unmasked Estep 
Score: -16623662.000000 Penalty: 1161.556641
	Iteration 16Q: 3 clusters Score -1.662366e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 291474 members 
Entering Unmasked Estep 
Score: -16628213.000000 Penalty: 1161.556641
	Iteration 17Q: 3 clusters Score -1.662821e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 297185 members 
Entering Unmasked Estep 
Score: -16632620.000000 Penalty: 1161.556641
	Iteration 18Q: 3 clusters Score -1.663262e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 303291 members 
Entering Unmasked Estep 
Score: -16637270.000000 Penalty: 1161.556641
	Iteration 19Q: 3 clusters Score -1.663727e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 309751 members 
Entering Unmasked Estep 
Score: -16641485.000000 Penalty: 1161.556641
	Iteration 20F: 3 clusters Score -1.664148e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 316421 members 
Entering Unmasked Estep 
Score: -16645170.000000 Penalty: 1161.556641
	Iteration 21Q: 3 clusters Score -1.664517e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 322973 members 
Entering Unmasked Estep 
Score: -16647771.000000 Penalty: 1161.556641
	Iteration 22Q: 3 clusters Score -1.664777e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 329261 members 
Entering Unmasked Estep 
Score: -16650186.000000 Penalty: 1161.556641
	Iteration 23Q: 3 clusters Score -1.665019e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 334815 members 
Entering Unmasked Estep 
Score: -16651903.000000 Penalty: 1161.556641
	Iteration 24Q: 3 clusters Score -1.66519e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 339724 members 
Entering Unmasked Estep 
Score: -16653520.000000 Penalty: 1161.556641
	Iteration 25Q: 3 clusters Score -1.665352e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 343740 members 
Entering Unmasked Estep 
Score: -16654793.000000 Penalty: 1161.556641
	Iteration 26Q: 3 clusters Score -1.665479e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 346577 members 
Entering Unmasked Estep 
Score: -16655680.000000 Penalty: 1161.556641
	Iteration 27Q: 3 clusters Score -1.665568e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 348190 members 
Entering Unmasked Estep 
Score: -16656081.000000 Penalty: 1161.556641
	Iteration 28Q: 3 clusters Score -1.665608e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 348893 members 
Entering Unmasked Estep 
Score: -16656338.000000 Penalty: 1161.556641
	Iteration 29Q: 3 clusters Score -1.665634e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 349214 members 
Entering Unmasked Estep 
Score: -16656406.000000 Penalty: 1161.556641
	Iteration 30Q: 3 clusters Score -1.665641e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 349333 members 
Entering Unmasked Estep 
Score: -16656453.000000 Penalty: 1161.556641
	Iteration 31Q: 3 clusters Score -1.665645e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 349379 members 
Entering Unmasked Estep 
Score: -16656436.000000 Penalty: 1161.556641
	Iteration 32Q: 3 clusters Score -1.665644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 349402 members 
Entering Unmasked Estep 
Score: -16656469.000000 Penalty: 1161.556641
	Iteration 33Q: 3 clusters Score -1.665647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 349411 members 
Entering Unmasked Estep 
Score: -16656453.000000 Penalty: 1161.556641
	Iteration 34Q: 3 clusters Score -1.665645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 349416 members 
Entering Unmasked Estep 
Score: -16656458.000000 Penalty: 1161.556641
	Iteration 35Q: 3 clusters Score -1.665646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 349419 members 
Entering Unmasked Estep 
Score: -16656466.000000 Penalty: 1161.556641
	Iteration 36Q: 3 clusters Score -1.665647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 349423 members 
Entering Unmasked Estep 
Score: -16656462.000000 Penalty: 1161.556641
	Iteration 37Q: 3 clusters Score -1.665646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 349425 members 
Entering Unmasked Estep 
Score: -16656470.000000 Penalty: 1161.556641
	Iteration 38Q: 3 clusters Score -1.665647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 349427 members 
Entering Unmasked Estep 
Score: -16656470.000000 Penalty: 1161.556641
	Iteration 39Q: 3 clusters Score -1.665647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 349429 members 
Entering Unmasked Estep 
Score: -16656469.000000 Penalty: 1161.556641
	Iteration 40F: 3 clusters Score -1.665647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 349430 members 
Entering Unmasked Estep 
Score: -16656461.000000 Penalty: 1161.556641
	Iteration 41Q: 3 clusters Score -1.665646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 349430 members 
Entering Unmasked Estep 
Score: -16656461.000000 Penalty: 1161.556641
	Iteration 42F: 3 clusters Score -1.665646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Entering Unmasked Estep 
Score: -1922715.500000 Penalty: 484.401489
	Iteration 0F: 2 clusters Score -1922716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -1894538.125000 Penalty: 968.802979
	Iteration 0F: 3 clusters Score -1894538 nChanged 20213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1906483.625000 Penalty: 968.802979
	Iteration 1F: 3 clusters Score -1906484 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1906953.625000 Penalty: 968.802979
	Iteration 2Q: 3 clusters Score -1906954 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -1907503.000000 Penalty: 968.802979
	Iteration 3Q: 3 clusters Score -1907503 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -1908146.000000 Penalty: 968.802979
	Iteration 4Q: 3 clusters Score -1908146 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -1908795.250000 Penalty: 968.802979
	Iteration 5Q: 3 clusters Score -1908795 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -1909583.000000 Penalty: 968.802979
	Iteration 6Q: 3 clusters Score -1909583 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -1910423.750000 Penalty: 968.802979
	Iteration 7Q: 3 clusters Score -1910424 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -1911282.125000 Penalty: 968.802979
	Iteration 8Q: 3 clusters Score -1911282 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -1912022.625000 Penalty: 968.802979
	Iteration 9Q: 3 clusters Score -1912023 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -1912708.375000 Penalty: 968.802979
	Iteration 10Q: 3 clusters Score -1912708 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -1913310.000000 Penalty: 968.802979
	Iteration 11Q: 3 clusters Score -1913310 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -1913812.750000 Penalty: 968.802979
	Iteration 12Q: 3 clusters Score -1913813 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -1914173.875000 Penalty: 968.802979
	Iteration 13Q: 3 clusters Score -1914174 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -1914420.625000 Penalty: 968.802979
	Iteration 14Q: 3 clusters Score -1914421 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -1914567.875000 Penalty: 968.802979
	Iteration 15Q: 3 clusters Score -1914568 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1914698.125000 Penalty: 968.802979
	Iteration 16Q: 3 clusters Score -1914698 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -1914789.875000 Penalty: 968.802979
	Iteration 17Q: 3 clusters Score -1914790 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1914882.250000 Penalty: 968.802979
	Iteration 18Q: 3 clusters Score -1914882 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1914955.875000 Penalty: 968.802979
	Iteration 19Q: 3 clusters Score -1914956 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1915071.750000 Penalty: 968.802979
	Iteration 20F: 3 clusters Score -1915072 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1915186.250000 Penalty: 968.802979
	Iteration 21Q: 3 clusters Score -1915186 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1915321.875000 Penalty: 968.802979
	Iteration 22Q: 3 clusters Score -1915322 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1915487.375000 Penalty: 968.802979
	Iteration 23Q: 3 clusters Score -1915487 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1915646.875000 Penalty: 968.802979
	Iteration 24Q: 3 clusters Score -1915647 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1915853.000000 Penalty: 968.802979
	Iteration 25Q: 3 clusters Score -1915853 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1916108.125000 Penalty: 968.802979
	Iteration 26Q: 3 clusters Score -1916108 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1916367.000000 Penalty: 968.802979
	Iteration 27Q: 3 clusters Score -1916367 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1916646.250000 Penalty: 968.802979
	Iteration 28Q: 3 clusters Score -1916646 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1916944.125000 Penalty: 968.802979
	Iteration 29Q: 3 clusters Score -1916944 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1917276.875000 Penalty: 968.802979
	Iteration 30Q: 3 clusters Score -1917277 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1917656.625000 Penalty: 968.802979
	Iteration 31Q: 3 clusters Score -1917657 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1918112.250000 Penalty: 968.802979
	Iteration 32Q: 3 clusters Score -1918112 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1918588.500000 Penalty: 968.802979
	Iteration 33Q: 3 clusters Score -1918588 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1919080.000000 Penalty: 968.802979
	Iteration 34Q: 3 clusters Score -1919080 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1919571.750000 Penalty: 968.802979
	Iteration 35Q: 3 clusters Score -1919572 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1920015.625000 Penalty: 968.802979
	Iteration 36Q: 3 clusters Score -1920016 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1920398.000000 Penalty: 968.802979
	Iteration 37Q: 3 clusters Score -1920398 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1920704.125000 Penalty: 968.802979
	Iteration 38Q: 3 clusters Score -1920704 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1920960.000000 Penalty: 968.802979
	Iteration 39Q: 3 clusters Score -1920960 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1921266.750000 Penalty: 968.802979
	Iteration 40F: 3 clusters Score -1921267 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1921571.375000 Penalty: 968.802979
	Iteration 41Q: 3 clusters Score -1921571 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1921789.000000 Penalty: 968.802979
	Iteration 42Q: 3 clusters Score -1921789 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1921943.375000 Penalty: 968.802979
	Iteration 43Q: 3 clusters Score -1921943 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1922043.500000 Penalty: 968.802979
	Iteration 44Q: 3 clusters Score -1922044 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1922119.875000 Penalty: 968.802979
	Iteration 45Q: 3 clusters Score -1922120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1922187.250000 Penalty: 968.802979
	Iteration 46Q: 3 clusters Score -1922187 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1922233.375000 Penalty: 968.802979
	Iteration 47Q: 3 clusters Score -1922233 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1922272.625000 Penalty: 968.802979
	Iteration 48Q: 3 clusters Score -1922273 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1922307.125000 Penalty: 968.802979
	Iteration 49Q: 3 clusters Score -1922307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1922323.875000 Penalty: 968.802979
	Iteration 50Q: 3 clusters Score -1922324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1922332.125000 Penalty: 968.802979
	Iteration 51Q: 3 clusters Score -1922332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1922347.875000 Penalty: 968.802979
	Iteration 52Q: 3 clusters Score -1922348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1922359.250000 Penalty: 968.802979
	Iteration 53Q: 3 clusters Score -1922359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1922366.625000 Penalty: 968.802979
	Iteration 54Q: 3 clusters Score -1922367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1922370.250000 Penalty: 968.802979
	Iteration 55Q: 3 clusters Score -1922370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1922373.625000 Penalty: 968.802979
	Iteration 56Q: 3 clusters Score -1922374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1922378.125000 Penalty: 968.802979
	Iteration 57Q: 3 clusters Score -1922378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1922380.875000 Penalty: 968.802979
	Iteration 58Q: 3 clusters Score -1922381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1922383.625000 Penalty: 968.802979
	Iteration 59Q: 3 clusters Score -1922384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1922389.625000 Penalty: 968.802979
	Iteration 60F: 3 clusters Score -1922390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1922390.875000 Penalty: 968.802979
	Iteration 61Q: 3 clusters Score -1922391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1922391.250000 Penalty: 968.802979
	Iteration 62Q: 3 clusters Score -1922391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1922393.250000 Penalty: 968.802979
	Iteration 63Q: 3 clusters Score -1922393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1922395.750000 Penalty: 968.802979
	Iteration 64Q: 3 clusters Score -1922396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1922394.500000 Penalty: 968.802979
	Iteration 65Q: 3 clusters Score -1922394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1922393.375000 Penalty: 968.802979
	Iteration 66Q: 3 clusters Score -1922393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1922394.000000 Penalty: 968.802979
	Iteration 67Q: 3 clusters Score -1922394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1922393.500000 Penalty: 968.802979
	Iteration 68Q: 3 clusters Score -1922394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1922392.625000 Penalty: 968.802979
	Iteration 69Q: 3 clusters Score -1922393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1922392.625000 Penalty: 968.802979
	Iteration 70F: 3 clusters Score -1922393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109458 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349535 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388614.000000 Penalty: 16362.268555
Iteration 279Q: 28 clusters Score -2.838861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24629 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109458 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349540 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388624.000000 Penalty: 16362.268555
Iteration 280F: 28 clusters Score -2.838862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24628 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109458 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349541 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388626.000000 Penalty: 16362.268555
Iteration 281Q: 28 clusters Score -2.838863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109457 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349545 members 
Mstep: Class 27 contains 42032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388620.000000 Penalty: 16362.268555
Iteration 282Q: 28 clusters Score -2.838862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109457 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25709 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349545 members 
Mstep: Class 27 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388620.000000 Penalty: 16362.268555
Iteration 283Q: 28 clusters Score -2.838862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109457 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25708 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349546 members 
Mstep: Class 27 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388630.000000 Penalty: 16362.268555
Iteration 284Q: 28 clusters Score -2.838863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109457 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25706 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349548 members 
Mstep: Class 27 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388628.000000 Penalty: 16362.268555
Iteration 285Q: 28 clusters Score -2.838863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109456 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25706 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349549 members 
Mstep: Class 27 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388632.000000 Penalty: 16362.268555
Iteration 286Q: 28 clusters Score -2.838863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109456 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25706 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349549 members 
Mstep: Class 27 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388632.000000 Penalty: 16362.268555
Iteration 287F: 28 clusters Score -2.838863e+07 nChanged 0
Entering ConstructFrom: 
Score: -28388632.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -5402.193359 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -5402.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5179.936523 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -5179.937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5251.490723 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -5251.491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5271.619629 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -5271.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5281.233398 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -5281.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5284.832520 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -5284.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5284.832520 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -5284.833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -34253.417969 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -34253.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -33638.679688 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -33638.68 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -33786.203125 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -33786.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33812.304688 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -33812.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33834.367188 Penalty: 595.102356
	Iteration 3F: 3 clusters Score -33834.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33846.269531 Penalty: 595.102356
	Iteration 4Q: 3 clusters Score -33846.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33865.460938 Penalty: 595.102356
	Iteration 5Q: 3 clusters Score -33865.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33874.285156 Penalty: 595.102356
	Iteration 6Q: 3 clusters Score -33874.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33881.453125 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -33881.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33883.976562 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -33883.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33886.433594 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -33886.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33888.664062 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -33888.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33889.644531 Penalty: 595.102356
	Iteration 11Q: 3 clusters Score -33889.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33890.308594 Penalty: 595.102356
	Iteration 12Q: 3 clusters Score -33890.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33890.308594 Penalty: 595.102356
	Iteration 13F: 3 clusters Score -33890.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -116441.710938 Penalty: 350.732697
	Iteration 0F: 2 clusters Score -116441.7 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 1129 members 
Entering Unmasked Estep 
Score: -114803.265625 Penalty: 701.465393
	Iteration 0F: 3 clusters Score -114803.3 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -115363.132812 Penalty: 701.465393
	Iteration 1F: 3 clusters Score -115363.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -115440.007812 Penalty: 701.465393
	Iteration 2F: 3 clusters Score -115440 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -115510.593750 Penalty: 701.465393
	Iteration 3F: 3 clusters Score -115510.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -115587.718750 Penalty: 701.465393
	Iteration 4F: 3 clusters Score -115587.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -115694.828125 Penalty: 701.465393
	Iteration 5F: 3 clusters Score -115694.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -115799.234375 Penalty: 701.465393
	Iteration 6F: 3 clusters Score -115799.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -115887.460938 Penalty: 701.465393
	Iteration 7Q: 3 clusters Score -115887.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -115953.507812 Penalty: 701.465393
	Iteration 8Q: 3 clusters Score -115953.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -116007.429688 Penalty: 701.465393
	Iteration 9Q: 3 clusters Score -116007.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -116049.234375 Penalty: 701.465393
	Iteration 10Q: 3 clusters Score -116049.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -116074.132812 Penalty: 701.465393
	Iteration 11Q: 3 clusters Score -116074.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -116097.335938 Penalty: 701.465393
	Iteration 12Q: 3 clusters Score -116097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -116104.765625 Penalty: 701.465393
	Iteration 13Q: 3 clusters Score -116104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -116106.671875 Penalty: 701.465393
	Iteration 14Q: 3 clusters Score -116106.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -116108.085938 Penalty: 701.465393
	Iteration 15Q: 3 clusters Score -116108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -116112.664062 Penalty: 701.465393
	Iteration 16Q: 3 clusters Score -116112.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -116117.968750 Penalty: 701.465393
	Iteration 17Q: 3 clusters Score -116118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -116124.648438 Penalty: 701.465393
	Iteration 18Q: 3 clusters Score -116124.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -116128.554688 Penalty: 701.465393
	Iteration 19Q: 3 clusters Score -116128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -116132.085938 Penalty: 701.465393
	Iteration 20F: 3 clusters Score -116132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -116132.437500 Penalty: 701.465393
	Iteration 21Q: 3 clusters Score -116132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -116133.750000 Penalty: 701.465393
	Iteration 22Q: 3 clusters Score -116133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -116133.750000 Penalty: 701.465393
	Iteration 23F: 3 clusters Score -116133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -8851.981445 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -8851.981 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 116 members 
Entering Unmasked Estep 
Score: -8547.163086 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -8547.163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8644.188477 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -8644.188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8666.260742 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -8666.261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8675.650391 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -8675.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8680.662109 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -8680.662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8691.254883 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -8691.255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8694.970703 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -8694.971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8700.169922 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -8700.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8705.498047 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -8705.498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8706.615234 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -8706.615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8709.520508 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -8709.521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8716.512695 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -8716.513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8722.077148 Penalty: 490.405548
	Iteration 12Q: 3 clusters Score -8722.077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8724.352539 Penalty: 490.405548
	Iteration 13Q: 3 clusters Score -8724.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8724.352539 Penalty: 490.405548
	Iteration 14F: 3 clusters Score -8724.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -116195.601562 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -114540.960938 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114541 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -115158.148438 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -115158.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -115283.929688 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -115283.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -115413.507812 Penalty: 707.969543
	Iteration 3F: 3 clusters Score -115413.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -115550.781250 Penalty: 707.969543
	Iteration 4F: 3 clusters Score -115550.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -115669.710938 Penalty: 707.969543
	Iteration 5F: 3 clusters Score -115669.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -115758.617188 Penalty: 707.969543
	Iteration 6Q: 3 clusters Score -115758.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -115820.250000 Penalty: 707.969543
	Iteration 7Q: 3 clusters Score -115820.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -115859.062500 Penalty: 707.969543
	Iteration 8Q: 3 clusters Score -115859.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -115878.609375 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115878.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -115897.523438 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -115906.929688 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -115916.101562 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -115924.187500 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -115924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -115927.304688 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -115927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -115928.437500 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -115928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -115930.515625 Penalty: 707.969543
	Iteration 16Q: 3 clusters Score -115930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -115932.070312 Penalty: 707.969543
	Iteration 17Q: 3 clusters Score -115932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -115934.156250 Penalty: 707.969543
	Iteration 18Q: 3 clusters Score -115934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -115934.617188 Penalty: 707.969543
	Iteration 19Q: 3 clusters Score -115934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -115934.617188 Penalty: 707.969543
	Iteration 20F: 3 clusters Score -115934.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Entering Unmasked Estep 
Score: -1435493.875000 Penalty: 466.148315
	Iteration 0F: 2 clusters Score -1435494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1416638.875000 Penalty: 932.296631
	Iteration 0F: 3 clusters Score -1416639 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1424771.125000 Penalty: 932.296631
	Iteration 1F: 3 clusters Score -1424771 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1425268.875000 Penalty: 932.296631
	Iteration 2Q: 3 clusters Score -1425269 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1425980.125000 Penalty: 932.296631
	Iteration 3F: 3 clusters Score -1425980 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1427118.500000 Penalty: 932.296631
	Iteration 4F: 3 clusters Score -1427118 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1428831.125000 Penalty: 932.296631
	Iteration 5F: 3 clusters Score -1428831 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1430734.000000 Penalty: 932.296631
	Iteration 6F: 3 clusters Score -1430734 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1431969.250000 Penalty: 932.296631
	Iteration 7F: 3 clusters Score -1431969 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1432447.375000 Penalty: 932.296631
	Iteration 8Q: 3 clusters Score -1432447 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1432640.500000 Penalty: 932.296631
	Iteration 9Q: 3 clusters Score -1432640 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1432735.625000 Penalty: 932.296631
	Iteration 10Q: 3 clusters Score -1432736 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1432798.000000 Penalty: 932.296631
	Iteration 11Q: 3 clusters Score -1432798 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1432848.875000 Penalty: 932.296631
	Iteration 12Q: 3 clusters Score -1432849 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1432901.125000 Penalty: 932.296631
	Iteration 13Q: 3 clusters Score -1432901 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1432948.250000 Penalty: 932.296631
	Iteration 14Q: 3 clusters Score -1432948 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1432988.875000 Penalty: 932.296631
	Iteration 15Q: 3 clusters Score -1432989 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1433021.625000 Penalty: 932.296631
	Iteration 16Q: 3 clusters Score -1433022 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1433038.625000 Penalty: 932.296631
	Iteration 17Q: 3 clusters Score -1433039 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1433067.750000 Penalty: 932.296631
	Iteration 18Q: 3 clusters Score -1433068 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1433095.125000 Penalty: 932.296631
	Iteration 19Q: 3 clusters Score -1433095 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1433121.000000 Penalty: 932.296631
	Iteration 20F: 3 clusters Score -1433121 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1433144.250000 Penalty: 932.296631
	Iteration 21Q: 3 clusters Score -1433144 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1433163.250000 Penalty: 932.296631
	Iteration 22Q: 3 clusters Score -1433163 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1433192.000000 Penalty: 932.296631
	Iteration 23Q: 3 clusters Score -1433192 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1433233.125000 Penalty: 932.296631
	Iteration 24Q: 3 clusters Score -1433233 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1433267.000000 Penalty: 932.296631
	Iteration 25Q: 3 clusters Score -1433267 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1433304.375000 Penalty: 932.296631
	Iteration 26Q: 3 clusters Score -1433304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1433355.750000 Penalty: 932.296631
	Iteration 27Q: 3 clusters Score -1433356 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1433407.250000 Penalty: 932.296631
	Iteration 28Q: 3 clusters Score -1433407 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1433456.250000 Penalty: 932.296631
	Iteration 29Q: 3 clusters Score -1433456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1433491.875000 Penalty: 932.296631
	Iteration 30Q: 3 clusters Score -1433492 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1433532.000000 Penalty: 932.296631
	Iteration 31Q: 3 clusters Score -1433532 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1433590.250000 Penalty: 932.296631
	Iteration 32Q: 3 clusters Score -1433590 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1433648.625000 Penalty: 932.296631
	Iteration 33Q: 3 clusters Score -1433649 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1433711.375000 Penalty: 932.296631
	Iteration 34Q: 3 clusters Score -1433711 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1433781.750000 Penalty: 932.296631
	Iteration 35Q: 3 clusters Score -1433782 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1433854.250000 Penalty: 932.296631
	Iteration 36Q: 3 clusters Score -1433854 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1433915.875000 Penalty: 932.296631
	Iteration 37Q: 3 clusters Score -1433916 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1433982.875000 Penalty: 932.296631
	Iteration 38Q: 3 clusters Score -1433983 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1434055.750000 Penalty: 932.296631
	Iteration 39Q: 3 clusters Score -1434056 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1434129.625000 Penalty: 932.296631
	Iteration 40F: 3 clusters Score -1434130 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1434202.250000 Penalty: 932.296631
	Iteration 41Q: 3 clusters Score -1434202 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1434246.625000 Penalty: 932.296631
	Iteration 42Q: 3 clusters Score -1434247 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1434291.125000 Penalty: 932.296631
	Iteration 43Q: 3 clusters Score -1434291 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1434341.250000 Penalty: 932.296631
	Iteration 44Q: 3 clusters Score -1434341 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1434388.250000 Penalty: 932.296631
	Iteration 45Q: 3 clusters Score -1434388 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1434430.000000 Penalty: 932.296631
	Iteration 46Q: 3 clusters Score -1434430 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1434479.250000 Penalty: 932.296631
	Iteration 47Q: 3 clusters Score -1434479 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1434533.250000 Penalty: 932.296631
	Iteration 48Q: 3 clusters Score -1434533 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1434587.875000 Penalty: 932.296631
	Iteration 49Q: 3 clusters Score -1434588 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1434636.750000 Penalty: 932.296631
	Iteration 50Q: 3 clusters Score -1434637 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1434678.875000 Penalty: 932.296631
	Iteration 51Q: 3 clusters Score -1434679 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1434710.375000 Penalty: 932.296631
	Iteration 52Q: 3 clusters Score -1434710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1434757.500000 Penalty: 932.296631
	Iteration 53Q: 3 clusters Score -1434758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1434786.750000 Penalty: 932.296631
	Iteration 54Q: 3 clusters Score -1434787 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1434823.000000 Penalty: 932.296631
	Iteration 55Q: 3 clusters Score -1434823 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1434861.125000 Penalty: 932.296631
	Iteration 56Q: 3 clusters Score -1434861 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1434901.750000 Penalty: 932.296631
	Iteration 57Q: 3 clusters Score -1434902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1434937.250000 Penalty: 932.296631
	Iteration 58Q: 3 clusters Score -1434937 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1434957.250000 Penalty: 932.296631
	Iteration 59Q: 3 clusters Score -1434957 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1434983.750000 Penalty: 932.296631
	Iteration 60F: 3 clusters Score -1434984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1435007.250000 Penalty: 932.296631
	Iteration 61Q: 3 clusters Score -1435007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1435033.625000 Penalty: 932.296631
	Iteration 62Q: 3 clusters Score -1435034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1435047.625000 Penalty: 932.296631
	Iteration 63Q: 3 clusters Score -1435048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1435050.250000 Penalty: 932.296631
	Iteration 64Q: 3 clusters Score -1435050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1435056.500000 Penalty: 932.296631
	Iteration 65Q: 3 clusters Score -1435056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1435060.500000 Penalty: 932.296631
	Iteration 66Q: 3 clusters Score -1435060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1435072.750000 Penalty: 932.296631
	Iteration 67Q: 3 clusters Score -1435073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1435083.500000 Penalty: 932.296631
	Iteration 68Q: 3 clusters Score -1435084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1435093.125000 Penalty: 932.296631
	Iteration 69Q: 3 clusters Score -1435093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1435097.625000 Penalty: 932.296631
	Iteration 70Q: 3 clusters Score -1435098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1435103.625000 Penalty: 932.296631
	Iteration 71Q: 3 clusters Score -1435104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1435106.375000 Penalty: 932.296631
	Iteration 72Q: 3 clusters Score -1435106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1435112.375000 Penalty: 932.296631
	Iteration 73Q: 3 clusters Score -1435112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1435114.250000 Penalty: 932.296631
	Iteration 74Q: 3 clusters Score -1435114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1435117.875000 Penalty: 932.296631
	Iteration 75Q: 3 clusters Score -1435118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1435118.625000 Penalty: 932.296631
	Iteration 76Q: 3 clusters Score -1435119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1435119.875000 Penalty: 932.296631
	Iteration 77Q: 3 clusters Score -1435120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1435118.125000 Penalty: 932.296631
	Iteration 78Q: 3 clusters Score -1435118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1435119.000000 Penalty: 932.296631
	Iteration 79Q: 3 clusters Score -1435119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1435121.250000 Penalty: 932.296631
	Iteration 80F: 3 clusters Score -1435121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1435123.750000 Penalty: 932.296631
	Iteration 81Q: 3 clusters Score -1435124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1435122.875000 Penalty: 932.296631
	Iteration 82Q: 3 clusters Score -1435123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1435123.125000 Penalty: 932.296631
	Iteration 83Q: 3 clusters Score -1435123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1435127.500000 Penalty: 932.296631
	Iteration 84Q: 3 clusters Score -1435128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1435131.250000 Penalty: 932.296631
	Iteration 85Q: 3 clusters Score -1435131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1435133.500000 Penalty: 932.296631
	Iteration 86Q: 3 clusters Score -1435134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1435130.750000 Penalty: 932.296631
	Iteration 87Q: 3 clusters Score -1435131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1435131.500000 Penalty: 932.296631
	Iteration 88Q: 3 clusters Score -1435132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1435131.500000 Penalty: 932.296631
	Iteration 89Q: 3 clusters Score -1435132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1435132.125000 Penalty: 932.296631
	Iteration 90Q: 3 clusters Score -1435132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1435135.500000 Penalty: 932.296631
	Iteration 91Q: 3 clusters Score -1435136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1435135.375000 Penalty: 932.296631
	Iteration 92Q: 3 clusters Score -1435135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1435135.250000 Penalty: 932.296631
	Iteration 93Q: 3 clusters Score -1435135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1435141.000000 Penalty: 932.296631
	Iteration 94Q: 3 clusters Score -1435141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1435143.625000 Penalty: 932.296631
	Iteration 95Q: 3 clusters Score -1435144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1435147.250000 Penalty: 932.296631
	Iteration 96Q: 3 clusters Score -1435147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1435145.375000 Penalty: 932.296631
	Iteration 97Q: 3 clusters Score -1435145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1435145.875000 Penalty: 932.296631
	Iteration 98Q: 3 clusters Score -1435146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1435146.000000 Penalty: 932.296631
	Iteration 99Q: 3 clusters Score -1435146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1435145.375000 Penalty: 932.296631
	Iteration 100F: 3 clusters Score -1435145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1435144.625000 Penalty: 932.296631
	Iteration 101Q: 3 clusters Score -1435145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1435145.750000 Penalty: 932.296631
	Iteration 102Q: 3 clusters Score -1435146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1435145.250000 Penalty: 932.296631
	Iteration 103Q: 3 clusters Score -1435145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1435145.250000 Penalty: 932.296631
	Iteration 104F: 3 clusters Score -1435145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -101263.195312 Penalty: 347.318298
	Iteration 0F: 2 clusters Score -101263.2 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 1023 members 
Entering Unmasked Estep 
Score: -99777.937500 Penalty: 694.636597
	Iteration 0F: 3 clusters Score -99777.94 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -100220.000000 Penalty: 694.636597
	Iteration 1F: 3 clusters Score -100220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -100279.515625 Penalty: 694.636597
	Iteration 2F: 3 clusters Score -100279.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -100336.804688 Penalty: 694.636597
	Iteration 3F: 3 clusters Score -100336.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -100385.820312 Penalty: 694.636597
	Iteration 4Q: 3 clusters Score -100385.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -100440.484375 Penalty: 694.636597
	Iteration 5Q: 3 clusters Score -100440.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -100489.093750 Penalty: 694.636597
	Iteration 6Q: 3 clusters Score -100489.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100534.710938 Penalty: 694.636597
	Iteration 7Q: 3 clusters Score -100534.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100596.507812 Penalty: 694.636597
	Iteration 8Q: 3 clusters Score -100596.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100682.046875 Penalty: 694.636597
	Iteration 9Q: 3 clusters Score -100682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -100772.101562 Penalty: 694.636597
	Iteration 10Q: 3 clusters Score -100772.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -100842.140625 Penalty: 694.636597
	Iteration 11Q: 3 clusters Score -100842.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -100902.312500 Penalty: 694.636597
	Iteration 12Q: 3 clusters Score -100902.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -100948.328125 Penalty: 694.636597
	Iteration 13Q: 3 clusters Score -100948.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -100962.617188 Penalty: 694.636597
	Iteration 14Q: 3 clusters Score -100962.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -100972.664062 Penalty: 694.636597
	Iteration 15Q: 3 clusters Score -100972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -100978.960938 Penalty: 694.636597
	Iteration 16Q: 3 clusters Score -100979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -100983.695312 Penalty: 694.636597
	Iteration 17Q: 3 clusters Score -100983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -100983.695312 Penalty: 694.636597
	Iteration 18F: 3 clusters Score -100983.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Entering Unmasked Estep 
Score: -1251560.125000 Penalty: 460.074066
	Iteration 0F: 2 clusters Score -1251560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1235162.625000 Penalty: 920.148132
	Iteration 0F: 3 clusters Score -1235163 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1241968.125000 Penalty: 920.148132
	Iteration 1F: 3 clusters Score -1241968 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1242243.125000 Penalty: 920.148132
	Iteration 2Q: 3 clusters Score -1242243 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1242595.250000 Penalty: 920.148132
	Iteration 3Q: 3 clusters Score -1242595 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1243082.625000 Penalty: 920.148132
	Iteration 4Q: 3 clusters Score -1243083 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1243800.250000 Penalty: 920.148132
	Iteration 5F: 3 clusters Score -1243800 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1244836.250000 Penalty: 920.148132
	Iteration 6F: 3 clusters Score -1244836 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1246084.875000 Penalty: 920.148132
	Iteration 7F: 3 clusters Score -1246085 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1246890.000000 Penalty: 920.148132
	Iteration 8F: 3 clusters Score -1246890 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1247198.375000 Penalty: 920.148132
	Iteration 9Q: 3 clusters Score -1247198 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1247328.125000 Penalty: 920.148132
	Iteration 10Q: 3 clusters Score -1247328 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1247434.875000 Penalty: 920.148132
	Iteration 11Q: 3 clusters Score -1247435 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1247547.500000 Penalty: 920.148132
	Iteration 12Q: 3 clusters Score -1247548 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1247671.250000 Penalty: 920.148132
	Iteration 13Q: 3 clusters Score -1247671 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1247810.250000 Penalty: 920.148132
	Iteration 14Q: 3 clusters Score -1247810 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1247975.875000 Penalty: 920.148132
	Iteration 15Q: 3 clusters Score -1247976 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1248161.375000 Penalty: 920.148132
	Iteration 16Q: 3 clusters Score -1248161 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1248355.250000 Penalty: 920.148132
	Iteration 17Q: 3 clusters Score -1248355 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -1248592.500000 Penalty: 920.148132
	Iteration 18Q: 3 clusters Score -1248592 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1248838.750000 Penalty: 920.148132
	Iteration 19Q: 3 clusters Score -1248839 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1249070.750000 Penalty: 920.148132
	Iteration 20F: 3 clusters Score -1249071 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1249305.625000 Penalty: 920.148132
	Iteration 21Q: 3 clusters Score -1249306 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1249526.500000 Penalty: 920.148132
	Iteration 22Q: 3 clusters Score -1249526 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -1249704.250000 Penalty: 920.148132
	Iteration 23Q: 3 clusters Score -1249704 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1249894.750000 Penalty: 920.148132
	Iteration 24Q: 3 clusters Score -1249895 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -1250097.750000 Penalty: 920.148132
	Iteration 25Q: 3 clusters Score -1250098 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -1250278.500000 Penalty: 920.148132
	Iteration 26Q: 3 clusters Score -1250278 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -1250440.750000 Penalty: 920.148132
	Iteration 27Q: 3 clusters Score -1250441 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1250585.875000 Penalty: 920.148132
	Iteration 28Q: 3 clusters Score -1250586 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -1250711.250000 Penalty: 920.148132
	Iteration 29Q: 3 clusters Score -1250711 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -1250808.000000 Penalty: 920.148132
	Iteration 30Q: 3 clusters Score -1250808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -1250893.000000 Penalty: 920.148132
	Iteration 31Q: 3 clusters Score -1250893 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1250973.875000 Penalty: 920.148132
	Iteration 32Q: 3 clusters Score -1250974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -1251034.375000 Penalty: 920.148132
	Iteration 33Q: 3 clusters Score -1251034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1251088.375000 Penalty: 920.148132
	Iteration 34Q: 3 clusters Score -1251088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -1251150.750000 Penalty: 920.148132
	Iteration 35Q: 3 clusters Score -1251151 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -1251194.500000 Penalty: 920.148132
	Iteration 36Q: 3 clusters Score -1251194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -1251230.625000 Penalty: 920.148132
	Iteration 37Q: 3 clusters Score -1251231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -1251248.625000 Penalty: 920.148132
	Iteration 38Q: 3 clusters Score -1251249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -1251262.750000 Penalty: 920.148132
	Iteration 39Q: 3 clusters Score -1251263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -1251273.000000 Penalty: 920.148132
	Iteration 40F: 3 clusters Score -1251273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -1251284.750000 Penalty: 920.148132
	Iteration 41Q: 3 clusters Score -1251285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -1251289.500000 Penalty: 920.148132
	Iteration 42Q: 3 clusters Score -1251290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -1251296.875000 Penalty: 920.148132
	Iteration 43Q: 3 clusters Score -1251297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -1251297.250000 Penalty: 920.148132
	Iteration 44Q: 3 clusters Score -1251297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -1251298.625000 Penalty: 920.148132
	Iteration 45Q: 3 clusters Score -1251299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1251302.125000 Penalty: 920.148132
	Iteration 46Q: 3 clusters Score -1251302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -1251305.750000 Penalty: 920.148132
	Iteration 47Q: 3 clusters Score -1251306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -1251305.000000 Penalty: 920.148132
	Iteration 48Q: 3 clusters Score -1251305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -1251309.000000 Penalty: 920.148132
	Iteration 49Q: 3 clusters Score -1251309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -1251311.250000 Penalty: 920.148132
	Iteration 50Q: 3 clusters Score -1251311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -1251309.125000 Penalty: 920.148132
	Iteration 51Q: 3 clusters Score -1251309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -1251314.375000 Penalty: 920.148132
	Iteration 52Q: 3 clusters Score -1251314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -1251316.250000 Penalty: 920.148132
	Iteration 53Q: 3 clusters Score -1251316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -1251316.625000 Penalty: 920.148132
	Iteration 54Q: 3 clusters Score -1251317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -1251317.125000 Penalty: 920.148132
	Iteration 55Q: 3 clusters Score -1251317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -1251316.750000 Penalty: 920.148132
	Iteration 56Q: 3 clusters Score -1251317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -1251316.750000 Penalty: 920.148132
	Iteration 57F: 3 clusters Score -1251317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -222064.906250 Penalty: 387.404694
	Iteration 0F: 2 clusters Score -222064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -218714.296875 Penalty: 774.809387
	Iteration 0F: 3 clusters Score -218714.3 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -219958.421875 Penalty: 774.809387
	Iteration 1F: 3 clusters Score -219958.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -220205.546875 Penalty: 774.809387
	Iteration 2F: 3 clusters Score -220205.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -220573.343750 Penalty: 774.809387
	Iteration 3F: 3 clusters Score -220573.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -220972.796875 Penalty: 774.809387
	Iteration 4F: 3 clusters Score -220972.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -221314.359375 Penalty: 774.809387
	Iteration 5F: 3 clusters Score -221314.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -221659.265625 Penalty: 774.809387
	Iteration 6Q: 3 clusters Score -221659.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -221812.515625 Penalty: 774.809387
	Iteration 7Q: 3 clusters Score -221812.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -221840.640625 Penalty: 774.809387
	Iteration 8Q: 3 clusters Score -221840.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -221850.625000 Penalty: 774.809387
	Iteration 9Q: 3 clusters Score -221850.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -221856.125000 Penalty: 774.809387
	Iteration 10Q: 3 clusters Score -221856.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -221860.203125 Penalty: 774.809387
	Iteration 11Q: 3 clusters Score -221860.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -221861.875000 Penalty: 774.809387
	Iteration 12Q: 3 clusters Score -221861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -221864.046875 Penalty: 774.809387
	Iteration 13Q: 3 clusters Score -221864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -221864.734375 Penalty: 774.809387
	Iteration 14Q: 3 clusters Score -221864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -221865.218750 Penalty: 774.809387
	Iteration 15Q: 3 clusters Score -221865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -221865.687500 Penalty: 774.809387
	Iteration 16Q: 3 clusters Score -221865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -221866.750000 Penalty: 774.809387
	Iteration 17Q: 3 clusters Score -221866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -221866.421875 Penalty: 774.809387
	Iteration 18Q: 3 clusters Score -221866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -221866.421875 Penalty: 774.809387
	Iteration 19F: 3 clusters Score -221866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -23620.919922 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -23620.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23109.441406 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -23109.44 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23223.316406 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -23223.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23263.390625 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -23263.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23300.292969 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -23300.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23328.384766 Penalty: 567.687561
	Iteration 4F: 3 clusters Score -23328.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23351.863281 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -23351.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23367.195312 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -23367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23380.992188 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -23380.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23416.484375 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -23416.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23427.142578 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -23427.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23433.654297 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -23433.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23439.369141 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -23439.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23441.148438 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -23441.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23442.906250 Penalty: 567.687561
	Iteration 13Q: 3 clusters Score -23442.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23442.906250 Penalty: 567.687561
	Iteration 14F: 3 clusters Score -23442.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Entering Unmasked Estep 
Score: -5359344.000000 Penalty: 527.949158
	Iteration 0F: 2 clusters Score -5359344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -5285370.500000 Penalty: 1055.898315
	Iteration 0F: 3 clusters Score -5285370 nChanged 53630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -5319173.500000 Penalty: 1055.898315
	Iteration 1F: 3 clusters Score -5319174 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5321686.000000 Penalty: 1055.898315
	Iteration 2F: 3 clusters Score -5321686 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5325763.500000 Penalty: 1055.898315
	Iteration 3F: 3 clusters Score -5325764 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5332126.000000 Penalty: 1055.898315
	Iteration 4F: 3 clusters Score -5332126 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -5340805.000000 Penalty: 1055.898315
	Iteration 5F: 3 clusters Score -5340805 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -5349437.500000 Penalty: 1055.898315
	Iteration 6F: 3 clusters Score -5349438 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5355236.000000 Penalty: 1055.898315
	Iteration 7F: 3 clusters Score -5355236 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108350 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5357842.000000 Penalty: 1055.898315
	Iteration 8Q: 3 clusters Score -5357842 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109163 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5358589.000000 Penalty: 1055.898315
	Iteration 9Q: 3 clusters Score -5358589 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5358784.500000 Penalty: 1055.898315
	Iteration 10Q: 3 clusters Score -5358784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5358838.000000 Penalty: 1055.898315
	Iteration 11Q: 3 clusters Score -5358838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5358860.500000 Penalty: 1055.898315
	Iteration 12Q: 3 clusters Score -5358860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5358875.000000 Penalty: 1055.898315
	Iteration 13Q: 3 clusters Score -5358875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5358889.000000 Penalty: 1055.898315
	Iteration 14Q: 3 clusters Score -5358889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5358884.500000 Penalty: 1055.898315
	Iteration 15Q: 3 clusters Score -5358884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5358887.000000 Penalty: 1055.898315
	Iteration 16Q: 3 clusters Score -5358887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5358892.000000 Penalty: 1055.898315
	Iteration 17Q: 3 clusters Score -5358892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5358895.000000 Penalty: 1055.898315
	Iteration 18Q: 3 clusters Score -5358895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5358893.500000 Penalty: 1055.898315
	Iteration 19Q: 3 clusters Score -5358894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5358893.500000 Penalty: 1055.898315
	Iteration 20F: 3 clusters Score -5358894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -13841.935547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -13841.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13439.813477 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -13439.81 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13548.911133 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -13548.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13590.190430 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -13590.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13608.527344 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -13608.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13632.347656 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -13632.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13665.263672 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -13665.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13720.112305 Penalty: 532.550415
	Iteration 6F: 3 clusters Score -13720.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13857.979492 Penalty: 532.550415
	Iteration 7F: 3 clusters Score -13857.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14010.507812 Penalty: 532.550415
	Iteration 8F: 3 clusters Score -14010.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14067.580078 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -14067.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14081.227539 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -14081.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14089.173828 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -14089.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14089.173828 Penalty: 532.550415
	Iteration 12F: 3 clusters Score -14089.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 28142 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 109456 members 
Mstep: Class 12 contains 118 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 25706 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 300 members 
Mstep: Class 26 contains 349549 members 
Mstep: Class 27 contains 42033 members 
Mstep: Class 28 contains 230 members 
Entering Unmasked Estep 
Score: -28388548.000000 Penalty: 16968.279297
Splitting cluster 12 changes total score from -28388632.000000 to -28388548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -16193.147461 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -16193.15 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 192 members 
Entering Unmasked Estep 
Score: -15806.506836 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -15806.51 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15918.918945 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -15918.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15943.770508 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -15943.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15964.866211 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -15964.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15981.787109 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -15981.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15993.010742 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -15993.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15996.997070 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -15997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16000.121094 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -16000.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16002.059570 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -16002.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16007.934570 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -16007.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16011.395508 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -16011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16015.627930 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -16015.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16020.416016 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -16020.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16028.382812 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -16028.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16032.442383 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -16032.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16038.965820 Penalty: 537.882507
	Iteration 15Q: 3 clusters Score -16038.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16048.214844 Penalty: 537.882507
	Iteration 16Q: 3 clusters Score -16048.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16055.330078 Penalty: 537.882507
	Iteration 17Q: 3 clusters Score -16055.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16065.029297 Penalty: 537.882507
	Iteration 18Q: 3 clusters Score -16065.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16077.769531 Penalty: 537.882507
	Iteration 19Q: 3 clusters Score -16077.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16080.633789 Penalty: 537.882507
	Iteration 20F: 3 clusters Score -16080.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16084.469727 Penalty: 537.882507
	Iteration 21Q: 3 clusters Score -16084.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16093.683594 Penalty: 537.882507
	Iteration 22Q: 3 clusters Score -16093.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16114.464844 Penalty: 537.882507
	Iteration 23Q: 3 clusters Score -16114.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16114.896484 Penalty: 537.882507
	Iteration 24Q: 3 clusters Score -16114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16114.896484 Penalty: 537.882507
	Iteration 25F: 3 clusters Score -16114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -55698.972656 Penalty: 324.419464
	Iteration 0F: 2 clusters Score -55698.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -54757.554688 Penalty: 648.838928
	Iteration 0F: 3 clusters Score -54757.55 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -55064.265625 Penalty: 648.838928
	Iteration 1F: 3 clusters Score -55064.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -55133.667969 Penalty: 648.838928
	Iteration 2F: 3 clusters Score -55133.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -55158.609375 Penalty: 648.838928
	Iteration 3F: 3 clusters Score -55158.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -55173.644531 Penalty: 648.838928
	Iteration 4Q: 3 clusters Score -55173.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -55190.578125 Penalty: 648.838928
	Iteration 5Q: 3 clusters Score -55190.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -55202.460938 Penalty: 648.838928
	Iteration 6Q: 3 clusters Score -55202.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -55210.863281 Penalty: 648.838928
	Iteration 7Q: 3 clusters Score -55210.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -55214.710938 Penalty: 648.838928
	Iteration 8Q: 3 clusters Score -55214.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -55220.515625 Penalty: 648.838928
	Iteration 9Q: 3 clusters Score -55220.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55225.484375 Penalty: 648.838928
	Iteration 10Q: 3 clusters Score -55225.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55231.039062 Penalty: 648.838928
	Iteration 11Q: 3 clusters Score -55231.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55239.003906 Penalty: 648.838928
	Iteration 12Q: 3 clusters Score -55239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -55245.542969 Penalty: 648.838928
	Iteration 13Q: 3 clusters Score -55245.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -55251.300781 Penalty: 648.838928
	Iteration 14Q: 3 clusters Score -55251.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -55254.132812 Penalty: 648.838928
	Iteration 15Q: 3 clusters Score -55254.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -55258.710938 Penalty: 648.838928
	Iteration 16Q: 3 clusters Score -55258.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -55265.421875 Penalty: 648.838928
	Iteration 17Q: 3 clusters Score -55265.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -55269.359375 Penalty: 648.838928
	Iteration 18Q: 3 clusters Score -55269.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -55273.156250 Penalty: 648.838928
	Iteration 19Q: 3 clusters Score -55273.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -55276.761719 Penalty: 648.838928
	Iteration 20F: 3 clusters Score -55276.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -55279.542969 Penalty: 648.838928
	Iteration 21Q: 3 clusters Score -55279.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -55281.027344 Penalty: 648.838928
	Iteration 22Q: 3 clusters Score -55281.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -55283.445312 Penalty: 648.838928
	Iteration 23Q: 3 clusters Score -55283.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -55286.277344 Penalty: 648.838928
	Iteration 24Q: 3 clusters Score -55286.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -55288.031250 Penalty: 648.838928
	Iteration 25Q: 3 clusters Score -55288.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -55290.117188 Penalty: 648.838928
	Iteration 26Q: 3 clusters Score -55290.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -55291.027344 Penalty: 648.838928
	Iteration 27Q: 3 clusters Score -55291.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -55291.820312 Penalty: 648.838928
	Iteration 28Q: 3 clusters Score -55291.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -55292.464844 Penalty: 648.838928
	Iteration 29Q: 3 clusters Score -55292.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -55293.882812 Penalty: 648.838928
	Iteration 30Q: 3 clusters Score -55293.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -55295.242188 Penalty: 648.838928
	Iteration 31Q: 3 clusters Score -55295.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -55296.867188 Penalty: 648.838928
	Iteration 32Q: 3 clusters Score -55296.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -55298.292969 Penalty: 648.838928
	Iteration 33Q: 3 clusters Score -55298.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -55299.078125 Penalty: 648.838928
	Iteration 34Q: 3 clusters Score -55299.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -55300.191406 Penalty: 648.838928
	Iteration 35Q: 3 clusters Score -55300.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -55300.296875 Penalty: 648.838928
	Iteration 36Q: 3 clusters Score -55300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -55300.328125 Penalty: 648.838928
	Iteration 37Q: 3 clusters Score -55300.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -55300.527344 Penalty: 648.838928
	Iteration 38Q: 3 clusters Score -55300.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -55300.527344 Penalty: 648.838928
	Iteration 39F: 3 clusters Score -55300.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -148282.453125 Penalty: 364.046417
	Iteration 0F: 2 clusters Score -148282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -146181.656250 Penalty: 728.092834
	Iteration 0F: 3 clusters Score -146181.7 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -146905.375000 Penalty: 728.092834
	Iteration 1F: 3 clusters Score -146905.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -146973.234375 Penalty: 728.092834
	Iteration 2F: 3 clusters Score -146973.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -147020.687500 Penalty: 728.092834
	Iteration 3Q: 3 clusters Score -147020.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -147046.250000 Penalty: 728.092834
	Iteration 4Q: 3 clusters Score -147046.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -147074.593750 Penalty: 728.092834
	Iteration 5Q: 3 clusters Score -147074.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -147103.078125 Penalty: 728.092834
	Iteration 6Q: 3 clusters Score -147103.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -147145.218750 Penalty: 728.092834
	Iteration 7Q: 3 clusters Score -147145.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -147203.375000 Penalty: 728.092834
	Iteration 8Q: 3 clusters Score -147203.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -147259.750000 Penalty: 728.092834
	Iteration 9Q: 3 clusters Score -147259.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -147319.671875 Penalty: 728.092834
	Iteration 10Q: 3 clusters Score -147319.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -147386.750000 Penalty: 728.092834
	Iteration 11Q: 3 clusters Score -147386.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147468.296875 Penalty: 728.092834
	Iteration 12Q: 3 clusters Score -147468.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147547.921875 Penalty: 728.092834
	Iteration 13Q: 3 clusters Score -147547.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -147621.671875 Penalty: 728.092834
	Iteration 14Q: 3 clusters Score -147621.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -147700.750000 Penalty: 728.092834
	Iteration 15Q: 3 clusters Score -147700.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -147784.515625 Penalty: 728.092834
	Iteration 16Q: 3 clusters Score -147784.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -147851.953125 Penalty: 728.092834
	Iteration 17Q: 3 clusters Score -147852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -147909.734375 Penalty: 728.092834
	Iteration 18Q: 3 clusters Score -147909.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -147931.312500 Penalty: 728.092834
	Iteration 19Q: 3 clusters Score -147931.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -147940.343750 Penalty: 728.092834
	Iteration 20F: 3 clusters Score -147940.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -147944.781250 Penalty: 728.092834
	Iteration 21Q: 3 clusters Score -147944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -147946.890625 Penalty: 728.092834
	Iteration 22Q: 3 clusters Score -147946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -147947.765625 Penalty: 728.092834
	Iteration 23Q: 3 clusters Score -147947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -147948.968750 Penalty: 728.092834
	Iteration 24Q: 3 clusters Score -147949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -147950.640625 Penalty: 728.092834
	Iteration 25Q: 3 clusters Score -147950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -147952.546875 Penalty: 728.092834
	Iteration 26Q: 3 clusters Score -147952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -147954.671875 Penalty: 728.092834
	Iteration 27Q: 3 clusters Score -147954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -147956.250000 Penalty: 728.092834
	Iteration 28Q: 3 clusters Score -147956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -147957.343750 Penalty: 728.092834
	Iteration 29Q: 3 clusters Score -147957.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -147957.343750 Penalty: 728.092834
	Iteration 30F: 3 clusters Score -147957.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Entering Unmasked Estep 
Score: -1306355.000000 Penalty: 462.028839
	Iteration 0F: 2 clusters Score -1306355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1289147.500000 Penalty: 924.057678
	Iteration 0F: 3 clusters Score -1289148 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1296501.375000 Penalty: 924.057678
	Iteration 1F: 3 clusters Score -1296501 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1297268.500000 Penalty: 924.057678
	Iteration 2F: 3 clusters Score -1297268 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1298604.750000 Penalty: 924.057678
	Iteration 3F: 3 clusters Score -1298605 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1300667.375000 Penalty: 924.057678
	Iteration 4F: 3 clusters Score -1300667 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -1302819.250000 Penalty: 924.057678
	Iteration 5F: 3 clusters Score -1302819 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -1304356.000000 Penalty: 924.057678
	Iteration 6F: 3 clusters Score -1304356 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -1305047.000000 Penalty: 924.057678
	Iteration 7Q: 3 clusters Score -1305047 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -1305304.000000 Penalty: 924.057678
	Iteration 8Q: 3 clusters Score -1305304 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -1305447.125000 Penalty: 924.057678
	Iteration 9Q: 3 clusters Score -1305447 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -1305548.250000 Penalty: 924.057678
	Iteration 10Q: 3 clusters Score -1305548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1305627.500000 Penalty: 924.057678
	Iteration 11Q: 3 clusters Score -1305628 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -1305698.875000 Penalty: 924.057678
	Iteration 12Q: 3 clusters Score -1305699 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -1305746.750000 Penalty: 924.057678
	Iteration 13Q: 3 clusters Score -1305747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -1305779.875000 Penalty: 924.057678
	Iteration 14Q: 3 clusters Score -1305780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -1305813.250000 Penalty: 924.057678
	Iteration 15Q: 3 clusters Score -1305813 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -1305851.000000 Penalty: 924.057678
	Iteration 16Q: 3 clusters Score -1305851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -1305880.250000 Penalty: 924.057678
	Iteration 17Q: 3 clusters Score -1305880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -1305905.000000 Penalty: 924.057678
	Iteration 18Q: 3 clusters Score -1305905 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -1305929.000000 Penalty: 924.057678
	Iteration 19Q: 3 clusters Score -1305929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -1305947.000000 Penalty: 924.057678
	Iteration 20F: 3 clusters Score -1305947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -1305967.500000 Penalty: 924.057678
	Iteration 21Q: 3 clusters Score -1305968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -1305993.625000 Penalty: 924.057678
	Iteration 22Q: 3 clusters Score -1305994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -1306007.375000 Penalty: 924.057678
	Iteration 23Q: 3 clusters Score -1306007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -1306020.375000 Penalty: 924.057678
	Iteration 24Q: 3 clusters Score -1306020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -1306028.750000 Penalty: 924.057678
	Iteration 25Q: 3 clusters Score -1306029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -1306031.875000 Penalty: 924.057678
	Iteration 26Q: 3 clusters Score -1306032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -1306035.000000 Penalty: 924.057678
	Iteration 27Q: 3 clusters Score -1306035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -1306037.875000 Penalty: 924.057678
	Iteration 28Q: 3 clusters Score -1306038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -1306043.000000 Penalty: 924.057678
	Iteration 29Q: 3 clusters Score -1306043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -1306047.375000 Penalty: 924.057678
	Iteration 30Q: 3 clusters Score -1306047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -1306048.625000 Penalty: 924.057678
	Iteration 31Q: 3 clusters Score -1306049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -1306051.500000 Penalty: 924.057678
	Iteration 32Q: 3 clusters Score -1306052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -1306054.500000 Penalty: 924.057678
	Iteration 33Q: 3 clusters Score -1306054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -1306055.125000 Penalty: 924.057678
	Iteration 34Q: 3 clusters Score -1306055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -1306056.625000 Penalty: 924.057678
	Iteration 35Q: 3 clusters Score -1306057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -1306057.750000 Penalty: 924.057678
	Iteration 36Q: 3 clusters Score -1306058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -1306059.500000 Penalty: 924.057678
	Iteration 37Q: 3 clusters Score -1306060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -1306065.250000 Penalty: 924.057678
	Iteration 38Q: 3 clusters Score -1306065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -1306065.875000 Penalty: 924.057678
	Iteration 39Q: 3 clusters Score -1306066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -1306065.625000 Penalty: 924.057678
	Iteration 40F: 3 clusters Score -1306066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -1306064.625000 Penalty: 924.057678
	Iteration 41Q: 3 clusters Score -1306065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -1306064.750000 Penalty: 924.057678
	Iteration 42Q: 3 clusters Score -1306065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -1306065.375000 Penalty: 924.057678
	Iteration 43Q: 3 clusters Score -1306065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -1306065.750000 Penalty: 924.057678
	Iteration 44Q: 3 clusters Score -1306066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -1306064.500000 Penalty: 924.057678
	Iteration 45Q: 3 clusters Score -1306064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -1306065.375000 Penalty: 924.057678
	Iteration 46Q: 3 clusters Score -1306065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -1306065.375000 Penalty: 924.057678
	Iteration 47F: 3 clusters Score -1306065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -125685.054688 Penalty: 357.108734
	Iteration 0F: 2 clusters Score -125685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -123836.601562 Penalty: 714.217468
	Iteration 0F: 3 clusters Score -123836.6 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -124468.484375 Penalty: 714.217468
	Iteration 1F: 3 clusters Score -124468.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -124541.945312 Penalty: 714.217468
	Iteration 2F: 3 clusters Score -124541.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -124605.710938 Penalty: 714.217468
	Iteration 3F: 3 clusters Score -124605.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -124661.281250 Penalty: 714.217468
	Iteration 4Q: 3 clusters Score -124661.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -124719.750000 Penalty: 714.217468
	Iteration 5Q: 3 clusters Score -124719.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -124795.679688 Penalty: 714.217468
	Iteration 6Q: 3 clusters Score -124795.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -124888.414062 Penalty: 714.217468
	Iteration 7Q: 3 clusters Score -124888.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -124988.687500 Penalty: 714.217468
	Iteration 8Q: 3 clusters Score -124988.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125089.273438 Penalty: 714.217468
	Iteration 9Q: 3 clusters Score -125089.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125164.851562 Penalty: 714.217468
	Iteration 10Q: 3 clusters Score -125164.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -125210.937500 Penalty: 714.217468
	Iteration 11Q: 3 clusters Score -125210.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125248.179688 Penalty: 714.217468
	Iteration 12Q: 3 clusters Score -125248.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -125274.859375 Penalty: 714.217468
	Iteration 13Q: 3 clusters Score -125274.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125314.093750 Penalty: 714.217468
	Iteration 14Q: 3 clusters Score -125314.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125344.328125 Penalty: 714.217468
	Iteration 15Q: 3 clusters Score -125344.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -125366.218750 Penalty: 714.217468
	Iteration 16Q: 3 clusters Score -125366.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -125386.484375 Penalty: 714.217468
	Iteration 17Q: 3 clusters Score -125386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -125402.390625 Penalty: 714.217468
	Iteration 18Q: 3 clusters Score -125402.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -125412.296875 Penalty: 714.217468
	Iteration 19Q: 3 clusters Score -125412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -125416.148438 Penalty: 714.217468
	Iteration 20F: 3 clusters Score -125416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -125418.093750 Penalty: 714.217468
	Iteration 21Q: 3 clusters Score -125418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -125420.312500 Penalty: 714.217468
	Iteration 22Q: 3 clusters Score -125420.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -125421.664062 Penalty: 714.217468
	Iteration 23Q: 3 clusters Score -125421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125422.148438 Penalty: 714.217468
	Iteration 24Q: 3 clusters Score -125422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -125422.335938 Penalty: 714.217468
	Iteration 25Q: 3 clusters Score -125422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -125422.515625 Penalty: 714.217468
	Iteration 26Q: 3 clusters Score -125422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -125422.843750 Penalty: 714.217468
	Iteration 27Q: 3 clusters Score -125422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125423.164062 Penalty: 714.217468
	Iteration 28Q: 3 clusters Score -125423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125423.164062 Penalty: 714.217468
	Iteration 29F: 3 clusters Score -125423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -151154.796875 Penalty: 363.463257
	Iteration 0F: 2 clusters Score -151154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -149101.734375 Penalty: 726.926514
	Iteration 0F: 3 clusters Score -149101.7 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -149816.593750 Penalty: 726.926514
	Iteration 1F: 3 clusters Score -149816.6 nChanged 168
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: -149882.343750 Penalty: 726.926514
	Iteration 2F: 3 clusters Score -149882.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -149928.671875 Penalty: 726.926514
	Iteration 3Q: 3 clusters Score -149928.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -149963.515625 Penalty: 726.926514
	Iteration 4Q: 3 clusters Score -149963.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -150009.640625 Penalty: 726.926514
	Iteration 5Q: 3 clusters Score -150009.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -150055.875000 Penalty: 726.926514
	Iteration 6Q: 3 clusters Score -150055.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -150116.812500 Penalty: 726.926514
	Iteration 7Q: 3 clusters Score -150116.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -150210.093750 Penalty: 726.926514
	Iteration 8Q: 3 clusters Score -150210.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -150346.718750 Penalty: 726.926514
	Iteration 9F: 3 clusters Score -150346.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -150476.062500 Penalty: 726.926514
	Iteration 10F: 3 clusters Score -150476.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -150555.390625 Penalty: 726.926514
	Iteration 11Q: 3 clusters Score -150555.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -150606.062500 Penalty: 726.926514
	Iteration 12Q: 3 clusters Score -150606.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -150652.875000 Penalty: 726.926514
	Iteration 13Q: 3 clusters Score -150652.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -150687.484375 Penalty: 726.926514
	Iteration 14Q: 3 clusters Score -150687.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -150710.578125 Penalty: 726.926514
	Iteration 15Q: 3 clusters Score -150710.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -150724.093750 Penalty: 726.926514
	Iteration 16Q: 3 clusters Score -150724.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -150733.750000 Penalty: 726.926514
	Iteration 17Q: 3 clusters Score -150733.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -150739.671875 Penalty: 726.926514
	Iteration 18Q: 3 clusters Score -150739.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -150746.234375 Penalty: 726.926514
	Iteration 19Q: 3 clusters Score -150746.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -150754.140625 Penalty: 726.926514
	Iteration 20F: 3 clusters Score -150754.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150760.421875 Penalty: 726.926514
	Iteration 21Q: 3 clusters Score -150760.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150765.718750 Penalty: 726.926514
	Iteration 22Q: 3 clusters Score -150765.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150773.109375 Penalty: 726.926514
	Iteration 23Q: 3 clusters Score -150773.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -150779.156250 Penalty: 726.926514
	Iteration 24Q: 3 clusters Score -150779.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150782.937500 Penalty: 726.926514
	Iteration 25Q: 3 clusters Score -150782.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150787.453125 Penalty: 726.926514
	Iteration 26Q: 3 clusters Score -150787.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -150792.125000 Penalty: 726.926514
	Iteration 27Q: 3 clusters Score -150792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -150795.765625 Penalty: 726.926514
	Iteration 28Q: 3 clusters Score -150795.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -150800.781250 Penalty: 726.926514
	Iteration 29Q: 3 clusters Score -150800.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -150808.453125 Penalty: 726.926514
	Iteration 30Q: 3 clusters Score -150808.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -150813.328125 Penalty: 726.926514
	Iteration 31Q: 3 clusters Score -150813.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -150818.453125 Penalty: 726.926514
	Iteration 32Q: 3 clusters Score -150818.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -150823.796875 Penalty: 726.926514
	Iteration 33Q: 3 clusters Score -150823.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -150833.000000 Penalty: 726.926514
	Iteration 34Q: 3 clusters Score -150833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -150840.484375 Penalty: 726.926514
	Iteration 35Q: 3 clusters Score -150840.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -150845.859375 Penalty: 726.926514
	Iteration 36Q: 3 clusters Score -150845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -150847.500000 Penalty: 726.926514
	Iteration 37Q: 3 clusters Score -150847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -150849.125000 Penalty: 726.926514
	Iteration 38Q: 3 clusters Score -150849.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -150852.312500 Penalty: 726.926514
	Iteration 39Q: 3 clusters Score -150852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -150855.781250 Penalty: 726.926514
	Iteration 40F: 3 clusters Score -150855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -150857.281250 Penalty: 726.926514
	Iteration 41Q: 3 clusters Score -150857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -150857.968750 Penalty: 726.926514
	Iteration 42Q: 3 clusters Score -150858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -150858.312500 Penalty: 726.926514
	Iteration 43Q: 3 clusters Score -150858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -150859.015625 Penalty: 726.926514
	Iteration 44Q: 3 clusters Score -150859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -150860.250000 Penalty: 726.926514
	Iteration 45Q: 3 clusters Score -150860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -150862.500000 Penalty: 726.926514
	Iteration 46Q: 3 clusters Score -150862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -150863.718750 Penalty: 726.926514
	Iteration 47Q: 3 clusters Score -150863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -150865.187500 Penalty: 726.926514
	Iteration 48Q: 3 clusters Score -150865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -150866.046875 Penalty: 726.926514
	Iteration 49Q: 3 clusters Score -150866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -150866.375000 Penalty: 726.926514
	Iteration 50Q: 3 clusters Score -150866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -150866.531250 Penalty: 726.926514
	Iteration 51Q: 3 clusters Score -150866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -150866.718750 Penalty: 726.926514
	Iteration 52Q: 3 clusters Score -150866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -150866.718750 Penalty: 726.926514
	Iteration 53F: 3 clusters Score -150866.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -126019.078125 Penalty: 361.811981
	Iteration 0F: 2 clusters Score -126019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -124059.609375 Penalty: 723.623962
	Iteration 0F: 3 clusters Score -124059.6 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -124748.656250 Penalty: 723.623962
	Iteration 1F: 3 clusters Score -124748.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -124850.421875 Penalty: 723.623962
	Iteration 2F: 3 clusters Score -124850.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -124939.492188 Penalty: 723.623962
	Iteration 3F: 3 clusters Score -124939.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -125055.796875 Penalty: 723.623962
	Iteration 4F: 3 clusters Score -125055.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -125167.453125 Penalty: 723.623962
	Iteration 5F: 3 clusters Score -125167.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -125237.570312 Penalty: 723.623962
	Iteration 6Q: 3 clusters Score -125237.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -125293.414062 Penalty: 723.623962
	Iteration 7Q: 3 clusters Score -125293.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -125330.429688 Penalty: 723.623962
	Iteration 8Q: 3 clusters Score -125330.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -125363.921875 Penalty: 723.623962
	Iteration 9Q: 3 clusters Score -125363.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -125390.164062 Penalty: 723.623962
	Iteration 10Q: 3 clusters Score -125390.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -125408.156250 Penalty: 723.623962
	Iteration 11Q: 3 clusters Score -125408.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -125421.320312 Penalty: 723.623962
	Iteration 12Q: 3 clusters Score -125421.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -125434.929688 Penalty: 723.623962
	Iteration 13Q: 3 clusters Score -125434.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -125446.320312 Penalty: 723.623962
	Iteration 14Q: 3 clusters Score -125446.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -125455.179688 Penalty: 723.623962
	Iteration 15Q: 3 clusters Score -125455.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -125469.281250 Penalty: 723.623962
	Iteration 16Q: 3 clusters Score -125469.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -125479.054688 Penalty: 723.623962
	Iteration 17Q: 3 clusters Score -125479.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -125488.281250 Penalty: 723.623962
	Iteration 18Q: 3 clusters Score -125488.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -125497.695312 Penalty: 723.623962
	Iteration 19Q: 3 clusters Score -125497.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -125507.742188 Penalty: 723.623962
	Iteration 20F: 3 clusters Score -125507.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -125517.250000 Penalty: 723.623962
	Iteration 21Q: 3 clusters Score -125517.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -125523.750000 Penalty: 723.623962
	Iteration 22Q: 3 clusters Score -125523.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -125527.515625 Penalty: 723.623962
	Iteration 23Q: 3 clusters Score -125527.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -125530.031250 Penalty: 723.623962
	Iteration 24Q: 3 clusters Score -125530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -125532.851562 Penalty: 723.623962
	Iteration 25Q: 3 clusters Score -125532.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -125537.164062 Penalty: 723.623962
	Iteration 26Q: 3 clusters Score -125537.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -125541.710938 Penalty: 723.623962
	Iteration 27Q: 3 clusters Score -125541.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -125548.054688 Penalty: 723.623962
	Iteration 28Q: 3 clusters Score -125548.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -125550.921875 Penalty: 723.623962
	Iteration 29Q: 3 clusters Score -125550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -125552.171875 Penalty: 723.623962
	Iteration 30Q: 3 clusters Score -125552.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -125553.679688 Penalty: 723.623962
	Iteration 31Q: 3 clusters Score -125553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -125554.390625 Penalty: 723.623962
	Iteration 32Q: 3 clusters Score -125554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -125554.453125 Penalty: 723.623962
	Iteration 33Q: 3 clusters Score -125554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -125554.601562 Penalty: 723.623962
	Iteration 34Q: 3 clusters Score -125554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -125554.601562 Penalty: 723.623962
	Iteration 35F: 3 clusters Score -125554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -23530.236328 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -23530.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23006.064453 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -23006.06 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23151.890625 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -23151.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23200.849609 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -23200.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23228.718750 Penalty: 577.771667
	Iteration 3Q: 3 clusters Score -23228.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23241.548828 Penalty: 577.771667
	Iteration 4Q: 3 clusters Score -23241.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23257.824219 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -23257.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23268.453125 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -23268.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23274.726562 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -23274.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23280.281250 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -23280.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23285.816406 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -23285.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23294.173828 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -23294.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23303.527344 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -23303.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23308.785156 Penalty: 577.771667
	Iteration 12Q: 3 clusters Score -23308.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23310.126953 Penalty: 577.771667
	Iteration 13Q: 3 clusters Score -23310.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23311.310547 Penalty: 577.771667
	Iteration 14Q: 3 clusters Score -23311.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23311.861328 Penalty: 577.771667
	Iteration 15Q: 3 clusters Score -23311.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23313.111328 Penalty: 577.771667
	Iteration 16Q: 3 clusters Score -23313.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23317.843750 Penalty: 577.771667
	Iteration 17Q: 3 clusters Score -23317.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23327.173828 Penalty: 577.771667
	Iteration 18Q: 3 clusters Score -23327.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23334.025391 Penalty: 577.771667
	Iteration 19Q: 3 clusters Score -23334.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23345.226562 Penalty: 577.771667
	Iteration 20F: 3 clusters Score -23345.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23368.654297 Penalty: 577.771667
	Iteration 21Q: 3 clusters Score -23368.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23388.994141 Penalty: 577.771667
	Iteration 22Q: 3 clusters Score -23388.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23406.611328 Penalty: 577.771667
	Iteration 23Q: 3 clusters Score -23406.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23413.552734 Penalty: 577.771667
	Iteration 24Q: 3 clusters Score -23413.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23417.373047 Penalty: 577.771667
	Iteration 25Q: 3 clusters Score -23417.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23419.158203 Penalty: 577.771667
	Iteration 26Q: 3 clusters Score -23419.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23420.830078 Penalty: 577.771667
	Iteration 27Q: 3 clusters Score -23420.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23421.564453 Penalty: 577.771667
	Iteration 28Q: 3 clusters Score -23421.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23423.632812 Penalty: 577.771667
	Iteration 29Q: 3 clusters Score -23423.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23427.011719 Penalty: 577.771667
	Iteration 30Q: 3 clusters Score -23427.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23428.156250 Penalty: 577.771667
	Iteration 31Q: 3 clusters Score -23428.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23429.347656 Penalty: 577.771667
	Iteration 32Q: 3 clusters Score -23429.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23429.960938 Penalty: 577.771667
	Iteration 33Q: 3 clusters Score -23429.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23429.960938 Penalty: 577.771667
	Iteration 34F: 3 clusters Score -23429.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -9970.347656 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -9970.348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9623.143555 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -9623.144 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9696.179688 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -9696.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9746.478516 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -9746.479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9768.393555 Penalty: 507.411377
	Iteration 3F: 3 clusters Score -9768.394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9777.051758 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -9777.052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9787.395508 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -9787.396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9798.420898 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -9798.421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9813.738281 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -9813.738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9826.995117 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -9826.995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9841.352539 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -9841.353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9850.083984 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -9850.084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9858.552734 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -9858.553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9862.061523 Penalty: 507.411377
	Iteration 12Q: 3 clusters Score -9862.062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9874.169922 Penalty: 507.411377
	Iteration 13Q: 3 clusters Score -9874.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9877.723633 Penalty: 507.411377
	Iteration 14Q: 3 clusters Score -9877.724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9882.226562 Penalty: 507.411377
	Iteration 15Q: 3 clusters Score -9882.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9883.565430 Penalty: 507.411377
	Iteration 16Q: 3 clusters Score -9883.565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9884.352539 Penalty: 507.411377
	Iteration 17Q: 3 clusters Score -9884.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9884.352539 Penalty: 507.411377
	Iteration 18F: 3 clusters Score -9884.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -14052.970703 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -14052.97 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 148 members 
Entering Unmasked Estep 
Score: -13678.770508 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -13678.77 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13777.530273 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -13777.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13815.648438 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -13815.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13838.098633 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -13838.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13852.121094 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -13852.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13866.190430 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -13866.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13891.621094 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -13891.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13905.001953 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -13905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13918.819336 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -13918.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13923.615234 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -13923.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13931.513672 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -13931.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13938.974609 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -13938.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13947.041992 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -13947.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13951.332031 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -13951.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13962.810547 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -13962.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13962.810547 Penalty: 526.047668
	Iteration 15F: 3 clusters Score -13962.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -21218.718750 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -21218.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20745.068359 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -20745.07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20897.980469 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -20897.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20953.738281 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -20953.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20984.787109 Penalty: 571.686279
	Iteration 3F: 3 clusters Score -20984.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21001.134766 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -21001.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21015.472656 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -21015.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21021.412109 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -21021.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21026.248047 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -21026.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21029.150391 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -21029.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21033.451172 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -21033.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21037.515625 Penalty: 571.686279
	Iteration 10Q: 3 clusters Score -21037.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21038.718750 Penalty: 571.686279
	Iteration 11Q: 3 clusters Score -21038.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21040.337891 Penalty: 571.686279
	Iteration 12Q: 3 clusters Score -21040.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21042.039062 Penalty: 571.686279
	Iteration 13Q: 3 clusters Score -21042.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21043.445312 Penalty: 571.686279
	Iteration 14Q: 3 clusters Score -21043.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21043.917969 Penalty: 571.686279
	Iteration 15Q: 3 clusters Score -21043.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21044.019531 Penalty: 571.686279
	Iteration 16Q: 3 clusters Score -21044.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21044.019531 Penalty: 571.686279
	Iteration 17F: 3 clusters Score -21044.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -22283.091797 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -22283.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21777.685547 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -21777.69 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21906.605469 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -21906.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21963.007812 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -21963.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21987.835938 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -21987.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22000.505859 Penalty: 569.447754
	Iteration 4Q: 3 clusters Score -22000.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22009.138672 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -22009.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22011.138672 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -22011.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -22013.615234 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -22013.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22016.636719 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -22016.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -22018.904297 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -22018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22020.503906 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -22020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22022.406250 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -22022.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22023.693359 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -22023.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22025.851562 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -22025.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22027.304688 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -22027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22027.660156 Penalty: 569.447754
	Iteration 15Q: 3 clusters Score -22027.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22027.660156 Penalty: 569.447754
	Iteration 16F: 3 clusters Score -22027.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -12554.222656 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -12554.22 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 144 members 
Entering Unmasked Estep 
Score: -12194.169922 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -12194.17 nChanged 82
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: -12274.599609 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -12274.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12314.950195 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -12314.95 nChanged 23
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: -12343.402344 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -12343.4 nChanged 13
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: -12359.109375 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -12359.11 nChanged 11
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: -12367.070312 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -12367.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12372.054688 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -12372.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12373.963867 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -12373.96 nChanged 1
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: -12374.652344 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -12374.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12375.405273 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -12375.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12378.048828 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -12378.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12382.885742 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -12382.89 nChanged 3
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: -12387.153320 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -12387.15 nChanged 2
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: -12388.302734 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -12388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12390.674805 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -12390.67 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: -12394.583008 Penalty: 519.044189
	Iteration 15Q: 3 clusters Score -12394.58 nChanged 2
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: -12398.601562 Penalty: 519.044189
	Iteration 16Q: 3 clusters Score -12398.6 nChanged 2
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: -12400.900391 Penalty: 519.044189
	Iteration 17Q: 3 clusters Score -12400.9 nChanged 0
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: -12400.900391 Penalty: 519.044189
	Iteration 18F: 3 clusters Score -12400.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (349549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349549 members 
Entering Unmasked Estep 
Score: -16657594.000000 Penalty: 580.780151
	Iteration 0F: 2 clusters Score -1.665759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174521 members 
Mstep: Class 2 contains 175028 members 
Entering Unmasked Estep 
Score: -16429399.000000 Penalty: 1161.560303
	Iteration 0F: 3 clusters Score -1.64294e+07 nChanged 172382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 178714 members 
Entering Unmasked Estep 
Score: -16534101.000000 Penalty: 1161.560303
	Iteration 1F: 3 clusters Score -1.65341e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167372 members 
Mstep: Class 2 contains 182177 members 
Entering Unmasked Estep 
Score: -16536427.000000 Penalty: 1161.560303
	Iteration 2Q: 3 clusters Score -1.653643e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162087 members 
Mstep: Class 2 contains 187462 members 
Entering Unmasked Estep 
Score: -16540188.000000 Penalty: 1161.560303
	Iteration 3Q: 3 clusters Score -1.654019e+07 nChanged 14575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154614 members 
Mstep: Class 2 contains 194935 members 
Entering Unmasked Estep 
Score: -16546388.000000 Penalty: 1161.560303
	Iteration 4Q: 3 clusters Score -1.654639e+07 nChanged 18721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145045 members 
Mstep: Class 2 contains 204504 members 
Entering Unmasked Estep 
Score: -16557445.000000 Penalty: 1161.560303
	Iteration 5F: 3 clusters Score -1.655744e+07 nChanged 23204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134951 members 
Mstep: Class 2 contains 214598 members 
Entering Unmasked Estep 
Score: -16575250.000000 Penalty: 1161.560303
	Iteration 6F: 3 clusters Score -1.657525e+07 nChanged 24534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127579 members 
Mstep: Class 2 contains 221970 members 
Entering Unmasked Estep 
Score: -16594982.000000 Penalty: 1161.560303
	Iteration 7F: 3 clusters Score -1.659498e+07 nChanged 20481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124246 members 
Mstep: Class 2 contains 225303 members 
Entering Unmasked Estep 
Score: -16605956.000000 Penalty: 1161.560303
	Iteration 8F: 3 clusters Score -1.660596e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122730 members 
Mstep: Class 2 contains 226819 members 
Entering Unmasked Estep 
Score: -16609209.000000 Penalty: 1161.560303
	Iteration 9Q: 3 clusters Score -1.660921e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121411 members 
Mstep: Class 2 contains 228138 members 
Entering Unmasked Estep 
Score: -16610111.000000 Penalty: 1161.560303
	Iteration 10Q: 3 clusters Score -1.661011e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120231 members 
Mstep: Class 2 contains 229318 members 
Entering Unmasked Estep 
Score: -16610365.000000 Penalty: 1161.560303
	Iteration 11Q: 3 clusters Score -1.661036e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119077 members 
Mstep: Class 2 contains 230472 members 
Entering Unmasked Estep 
Score: -16610689.000000 Penalty: 1161.560303
	Iteration 12Q: 3 clusters Score -1.661069e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117928 members 
Mstep: Class 2 contains 231621 members 
Entering Unmasked Estep 
Score: -16610976.000000 Penalty: 1161.560303
	Iteration 13Q: 3 clusters Score -1.661098e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116733 members 
Mstep: Class 2 contains 232816 members 
Entering Unmasked Estep 
Score: -16611141.000000 Penalty: 1161.560303
	Iteration 14Q: 3 clusters Score -1.661114e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115582 members 
Mstep: Class 2 contains 233967 members 
Entering Unmasked Estep 
Score: -16611291.000000 Penalty: 1161.560303
	Iteration 15Q: 3 clusters Score -1.661129e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114509 members 
Mstep: Class 2 contains 235040 members 
Entering Unmasked Estep 
Score: -16611647.000000 Penalty: 1161.560303
	Iteration 16Q: 3 clusters Score -1.661165e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 236148 members 
Entering Unmasked Estep 
Score: -16611924.000000 Penalty: 1161.560303
	Iteration 17Q: 3 clusters Score -1.661192e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112222 members 
Mstep: Class 2 contains 237327 members 
Entering Unmasked Estep 
Score: -16612084.000000 Penalty: 1161.560303
	Iteration 18Q: 3 clusters Score -1.661208e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111043 members 
Mstep: Class 2 contains 238506 members 
Entering Unmasked Estep 
Score: -16612358.000000 Penalty: 1161.560303
	Iteration 19Q: 3 clusters Score -1.661236e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109771 members 
Mstep: Class 2 contains 239778 members 
Entering Unmasked Estep 
Score: -16612631.000000 Penalty: 1161.560303
	Iteration 20F: 3 clusters Score -1.661263e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108412 members 
Mstep: Class 2 contains 241137 members 
Entering Unmasked Estep 
Score: -16612949.000000 Penalty: 1161.560303
	Iteration 21Q: 3 clusters Score -1.661295e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 242501 members 
Entering Unmasked Estep 
Score: -16613226.000000 Penalty: 1161.560303
	Iteration 22Q: 3 clusters Score -1.661323e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 243972 members 
Entering Unmasked Estep 
Score: -16613519.000000 Penalty: 1161.560303
	Iteration 23Q: 3 clusters Score -1.661352e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 245488 members 
Entering Unmasked Estep 
Score: -16613841.000000 Penalty: 1161.560303
	Iteration 24Q: 3 clusters Score -1.661384e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 247043 members 
Entering Unmasked Estep 
Score: -16614135.000000 Penalty: 1161.560303
	Iteration 25Q: 3 clusters Score -1.661414e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 248647 members 
Entering Unmasked Estep 
Score: -16614363.000000 Penalty: 1161.560303
	Iteration 26Q: 3 clusters Score -1.661436e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 250286 members 
Entering Unmasked Estep 
Score: -16614688.000000 Penalty: 1161.560303
	Iteration 27Q: 3 clusters Score -1.661469e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 251980 members 
Entering Unmasked Estep 
Score: -16614970.000000 Penalty: 1161.560303
	Iteration 28Q: 3 clusters Score -1.661497e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Mstep: Class 2 contains 253684 members 
Entering Unmasked Estep 
Score: -16615344.000000 Penalty: 1161.560303
	Iteration 29Q: 3 clusters Score -1.661534e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 255508 members 
Entering Unmasked Estep 
Score: -16615696.000000 Penalty: 1161.560303
	Iteration 30Q: 3 clusters Score -1.66157e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 257392 members 
Entering Unmasked Estep 
Score: -16616118.000000 Penalty: 1161.560303
	Iteration 31Q: 3 clusters Score -1.661612e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 259399 members 
Entering Unmasked Estep 
Score: -16616603.000000 Penalty: 1161.560303
	Iteration 32Q: 3 clusters Score -1.66166e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 261471 members 
Entering Unmasked Estep 
Score: -16617046.000000 Penalty: 1161.560303
	Iteration 33Q: 3 clusters Score -1.661705e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 263639 members 
Entering Unmasked Estep 
Score: -16617589.000000 Penalty: 1161.560303
	Iteration 34Q: 3 clusters Score -1.661759e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 265884 members 
Entering Unmasked Estep 
Score: -16618090.000000 Penalty: 1161.560303
	Iteration 35Q: 3 clusters Score -1.661809e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 268181 members 
Entering Unmasked Estep 
Score: -16618738.000000 Penalty: 1161.560303
	Iteration 36Q: 3 clusters Score -1.661874e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 270547 members 
Entering Unmasked Estep 
Score: -16619221.000000 Penalty: 1161.560303
	Iteration 37Q: 3 clusters Score -1.661922e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 272891 members 
Entering Unmasked Estep 
Score: -16619785.000000 Penalty: 1161.560303
	Iteration 38Q: 3 clusters Score -1.661978e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 275303 members 
Entering Unmasked Estep 
Score: -16620545.000000 Penalty: 1161.560303
	Iteration 39Q: 3 clusters Score -1.662054e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 277825 members 
Entering Unmasked Estep 
Score: -16621421.000000 Penalty: 1161.560303
	Iteration 40F: 3 clusters Score -1.662142e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 280392 members 
Entering Unmasked Estep 
Score: -16622376.000000 Penalty: 1161.560303
	Iteration 41Q: 3 clusters Score -1.662238e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 283002 members 
Entering Unmasked Estep 
Score: -16623261.000000 Penalty: 1161.560303
	Iteration 42Q: 3 clusters Score -1.662326e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 285686 members 
Entering Unmasked Estep 
Score: -16624470.000000 Penalty: 1161.560303
	Iteration 43Q: 3 clusters Score -1.662447e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 288433 members 
Entering Unmasked Estep 
Score: -16626713.000000 Penalty: 1161.560303
	Iteration 44Q: 3 clusters Score -1.662671e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 291603 members 
Entering Unmasked Estep 
Score: -16629608.000000 Penalty: 1161.560303
	Iteration 45Q: 3 clusters Score -1.662961e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 295284 members 
Entering Unmasked Estep 
Score: -16632548.000000 Penalty: 1161.560303
	Iteration 46Q: 3 clusters Score -1.663255e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 299458 members 
Entering Unmasked Estep 
Score: -16635484.000000 Penalty: 1161.560303
	Iteration 47Q: 3 clusters Score -1.663548e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 304139 members 
Entering Unmasked Estep 
Score: -16639155.000000 Penalty: 1161.560303
	Iteration 48Q: 3 clusters Score -1.663916e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 309366 members 
Entering Unmasked Estep 
Score: -16642660.000000 Penalty: 1161.560303
	Iteration 49Q: 3 clusters Score -1.664266e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 314988 members 
Entering Unmasked Estep 
Score: -16645738.000000 Penalty: 1161.560303
	Iteration 50Q: 3 clusters Score -1.664574e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 320994 members 
Entering Unmasked Estep 
Score: -16648167.000000 Penalty: 1161.560303
	Iteration 51Q: 3 clusters Score -1.664817e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 327150 members 
Entering Unmasked Estep 
Score: -16650603.000000 Penalty: 1161.560303
	Iteration 52Q: 3 clusters Score -1.66506e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 333194 members 
Entering Unmasked Estep 
Score: -16652635.000000 Penalty: 1161.560303
	Iteration 53Q: 3 clusters Score -1.665264e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 338618 members 
Entering Unmasked Estep 
Score: -16654593.000000 Penalty: 1161.560303
	Iteration 54Q: 3 clusters Score -1.665459e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 343071 members 
Entering Unmasked Estep 
Score: -16655889.000000 Penalty: 1161.560303
	Iteration 55Q: 3 clusters Score -1.665589e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 346140 members 
Entering Unmasked Estep 
Score: -16656553.000000 Penalty: 1161.560303
	Iteration 56Q: 3 clusters Score -1.665655e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 347889 members 
Entering Unmasked Estep 
Score: -16656834.000000 Penalty: 1161.560303
	Iteration 57Q: 3 clusters Score -1.665683e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 348773 members 
Entering Unmasked Estep 
Score: -16657017.000000 Penalty: 1161.560303
	Iteration 58Q: 3 clusters Score -1.665702e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 349144 members 
Entering Unmasked Estep 
Score: -16657069.000000 Penalty: 1161.560303
	Iteration 59Q: 3 clusters Score -1.665707e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 349309 members 
Entering Unmasked Estep 
Score: -16657082.000000 Penalty: 1161.560303
	Iteration 60F: 3 clusters Score -1.665708e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 349377 members 
Entering Unmasked Estep 
Score: -16657087.000000 Penalty: 1161.560303
	Iteration 61Q: 3 clusters Score -1.665709e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 349416 members 
Entering Unmasked Estep 
Score: -16657117.000000 Penalty: 1161.560303
	Iteration 62Q: 3 clusters Score -1.665712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 349434 members 
Entering Unmasked Estep 
Score: -16657122.000000 Penalty: 1161.560303
	Iteration 63Q: 3 clusters Score -1.665712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 349447 members 
Entering Unmasked Estep 
Score: -16657135.000000 Penalty: 1161.560303
	Iteration 64Q: 3 clusters Score -1.665714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 349453 members 
Entering Unmasked Estep 
Score: -16657135.000000 Penalty: 1161.560303
	Iteration 65Q: 3 clusters Score -1.665714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 349456 members 
Entering Unmasked Estep 
Score: -16657146.000000 Penalty: 1161.560303
	Iteration 66Q: 3 clusters Score -1.665715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 349455 members 
Entering Unmasked Estep 
Score: -16657149.000000 Penalty: 1161.560303
	Iteration 67Q: 3 clusters Score -1.665715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 349457 members 
Entering Unmasked Estep 
Score: -16657152.000000 Penalty: 1161.560303
	Iteration 68Q: 3 clusters Score -1.665715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 349459 members 
Entering Unmasked Estep 
Score: -16657134.000000 Penalty: 1161.560303
	Iteration 69Q: 3 clusters Score -1.665713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 349460 members 
Entering Unmasked Estep 
Score: -16657129.000000 Penalty: 1161.560303
	Iteration 70Q: 3 clusters Score -1.665713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 349460 members 
Entering Unmasked Estep 
Score: -16657129.000000 Penalty: 1161.560303
	Iteration 71F: 3 clusters Score -1.665713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Entering Unmasked Estep 
Score: -1922765.625000 Penalty: 484.402588
	Iteration 0F: 2 clusters Score -1922766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -1894565.000000 Penalty: 968.805176
	Iteration 0F: 3 clusters Score -1894565 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1906456.625000 Penalty: 968.805176
	Iteration 1F: 3 clusters Score -1906457 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -1906952.375000 Penalty: 968.805176
	Iteration 2Q: 3 clusters Score -1906952 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -1907753.000000 Penalty: 968.805176
	Iteration 3Q: 3 clusters Score -1907753 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -1909172.125000 Penalty: 968.805176
	Iteration 4F: 3 clusters Score -1909172 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -1911405.000000 Penalty: 968.805176
	Iteration 5F: 3 clusters Score -1911405 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -1914236.125000 Penalty: 968.805176
	Iteration 6F: 3 clusters Score -1914236 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -1917057.625000 Penalty: 968.805176
	Iteration 7F: 3 clusters Score -1917058 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -1919211.250000 Penalty: 968.805176
	Iteration 8F: 3 clusters Score -1919211 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -1920589.875000 Penalty: 968.805176
	Iteration 9Q: 3 clusters Score -1920590 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -1921354.375000 Penalty: 968.805176
	Iteration 10Q: 3 clusters Score -1921354 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -1921764.750000 Penalty: 968.805176
	Iteration 11Q: 3 clusters Score -1921765 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -1921990.750000 Penalty: 968.805176
	Iteration 12Q: 3 clusters Score -1921991 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -1922140.375000 Penalty: 968.805176
	Iteration 13Q: 3 clusters Score -1922140 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -1922220.500000 Penalty: 968.805176
	Iteration 14Q: 3 clusters Score -1922220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -1922283.250000 Penalty: 968.805176
	Iteration 15Q: 3 clusters Score -1922283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -1922324.250000 Penalty: 968.805176
	Iteration 16Q: 3 clusters Score -1922324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -1922358.500000 Penalty: 968.805176
	Iteration 17Q: 3 clusters Score -1922358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -1922385.000000 Penalty: 968.805176
	Iteration 18Q: 3 clusters Score -1922385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -1922401.875000 Penalty: 968.805176
	Iteration 19Q: 3 clusters Score -1922402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -1922411.375000 Penalty: 968.805176
	Iteration 20F: 3 clusters Score -1922411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -1922420.375000 Penalty: 968.805176
	Iteration 21Q: 3 clusters Score -1922420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -1922431.500000 Penalty: 968.805176
	Iteration 22Q: 3 clusters Score -1922432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -1922434.625000 Penalty: 968.805176
	Iteration 23Q: 3 clusters Score -1922435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -1922439.375000 Penalty: 968.805176
	Iteration 24Q: 3 clusters Score -1922439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -1922439.000000 Penalty: 968.805176
	Iteration 25Q: 3 clusters Score -1922439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -1922441.625000 Penalty: 968.805176
	Iteration 26Q: 3 clusters Score -1922442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -1922442.625000 Penalty: 968.805176
	Iteration 27Q: 3 clusters Score -1922443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -1922442.750000 Penalty: 968.805176
	Iteration 28Q: 3 clusters Score -1922443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -1922442.000000 Penalty: 968.805176
	Iteration 29Q: 3 clusters Score -1922442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -1922443.625000 Penalty: 968.805176
	Iteration 30Q: 3 clusters Score -1922444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -1922443.625000 Penalty: 968.805176
	Iteration 31F: 3 clusters Score -1922444 nChanged 0
--- Evaluating fit on full set of 1825772 points ---
Entering Unmasked Estep 
Score: -85170728.000000 Penalty: 17711.916016
20->28 Clusters: Score -85170728.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 608590 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 30388 members 
Mstep: Class 3 contains 30643 members 
Mstep: Class 4 contains 30633 members 
Mstep: Class 5 contains 30463 members 
Mstep: Class 6 contains 30271 members 
Mstep: Class 7 contains 30265 members 
Mstep: Class 8 contains 30469 members 
Mstep: Class 9 contains 30385 members 
Mstep: Class 10 contains 30532 members 
Mstep: Class 11 contains 30194 members 
Mstep: Class 12 contains 30579 members 
Mstep: Class 13 contains 30265 members 
Mstep: Class 14 contains 30523 members 
Mstep: Class 15 contains 30247 members 
Mstep: Class 16 contains 30382 members 
Mstep: Class 17 contains 30386 members 
Mstep: Class 18 contains 30634 members 
Mstep: Class 19 contains 30581 members 
Mstep: Class 20 contains 30407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 0.000000 but Gain 606.009766
Score: -24854692.000000 Penalty: 11514.189453
Iteration 0F: 20 clusters Score -2.485469e+07 nChanged 578034
Entering Unmasked Mstep 
Mstep: Class 0 contains 2803 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 373887 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 41073 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 27831 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 21833 members 
Mstep: Class 13 contains 37445 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 40006 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 158 members 
Mstep: Class 18 contains 33 members 
Mstep: Class 19 contains 114 members 
Mstep: Class 20 contains 8690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 40.426838 but Gain 606.010742
Score: -27741174.000000 Penalty: 10908.178711
Iteration 1F: 19 clusters Score -2.774117e+07 nChanged 147177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2435 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 455162 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 22108 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 20843 members 
Mstep: Class 7 contains 6094 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 10396 members 
Mstep: Class 13 contains 29372 members 
Mstep: Class 14 contains 116 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 89 members 
Mstep: Class 17 contains 125 members 
Mstep: Class 19 contains 52 members 
Mstep: Class 20 contains 5225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 63.672169 but Gain 606.009766
Score: -27904944.000000 Penalty: 10302.168945
Iteration 2F: 18 clusters Score -2.790494e+07 nChanged 70327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 478455 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 9399 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 21740 members 
Mstep: Class 7 contains 8243 members 
Mstep: Class 8 contains 719 members 
Mstep: Class 9 contains 6314 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 5858 members 
Mstep: Class 13 contains 36549 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 7457 members 
Mstep: Class 17 contains 77 members 
Mstep: Class 19 contains 62 members 
Mstep: Class 20 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 81.269913 but Gain 606.009766
Score: -28002112.000000 Penalty: 9696.159180
Iteration 3F: 17 clusters Score -2.800211e+07 nChanged 45620
Entering Unmasked Mstep 
Mstep: Class 0 contains 1538 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 471900 members 
Mstep: Class 3 contains 1212 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 31755 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 1234 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 11 contains 1886 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 45230 members 
Mstep: Class 14 contains 237 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 19 contains 99 members 
Mstep: Class 20 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 495.359772 but Gain 606.009766
Score: -28082568.000000 Penalty: 9090.149414
Iteration 4F: 16 clusters Score -2.808257e+07 nChanged 33458
Entering Unmasked Mstep 
Mstep: Class 0 contains 1202 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 456272 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 1539 members 
Mstep: Class 6 contains 45401 members 
Mstep: Class 7 contains 12100 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 52218 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 19 contains 156 members 
Mstep: Class 20 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28144464.000000 Penalty: 9090.149414
Iteration 5F: 16 clusters Score -2.814446e+07 nChanged 27269
Entering Unmasked Mstep 
Mstep: Class 0 contains 615 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 440490 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 5452 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 58189 members 
Mstep: Class 7 contains 12303 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6667 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 58044 members 
Mstep: Class 15 contains 1028 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 20 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199536.000000 Penalty: 9090.149414
Iteration 6Q: 16 clusters Score -2.819954e+07 nChanged 22754
Entering Unmasked Mstep 
Mstep: Class 0 contains 489 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 427286 members 
Mstep: Class 3 contains 1584 members 
Mstep: Class 4 contains 7424 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 69207 members 
Mstep: Class 7 contains 11563 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6966 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 3913 members 
Mstep: Class 13 contains 62518 members 
Mstep: Class 15 contains 1011 members 
Mstep: Class 19 contains 292 members 
Mstep: Class 20 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28229660.000000 Penalty: 9090.149414
Iteration 7Q: 16 clusters Score -2.822966e+07 nChanged 19097
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 416601 members 
Mstep: Class 3 contains 1501 members 
Mstep: Class 4 contains 9453 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 78447 members 
Mstep: Class 7 contains 10093 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7089 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 65704 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28251668.000000 Penalty: 9090.149414
Iteration 8Q: 16 clusters Score -2.825167e+07 nChanged 15294
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 408230 members 
Mstep: Class 3 contains 1479 members 
Mstep: Class 4 contains 11413 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 85823 members 
Mstep: Class 7 contains 8311 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 5940 members 
Mstep: Class 13 contains 67434 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28267770.000000 Penalty: 9090.149414
Iteration 9Q: 16 clusters Score -2.826777e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 401717 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 13338 members 
Mstep: Class 5 contains 1725 members 
Mstep: Class 6 contains 91588 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 7080 members 
Mstep: Class 13 contains 68045 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28278962.000000 Penalty: 9090.149414
Iteration 10Q: 16 clusters Score -2.827896e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 396471 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 15211 members 
Mstep: Class 5 contains 1790 members 
Mstep: Class 6 contains 96128 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 8153 members 
Mstep: Class 13 contains 68012 members 
Mstep: Class 15 contains 1534 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28287676.000000 Penalty: 9090.149414
Iteration 11Q: 16 clusters Score -2.828768e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 392233 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 17003 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 99644 members 
Mstep: Class 7 contains 3469 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 67496 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28294898.000000 Penalty: 9090.149414
Iteration 12Q: 16 clusters Score -2.82949e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 388738 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 18646 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 102346 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7083 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 10049 members 
Mstep: Class 13 contains 66755 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 19 contains 576 members 
Mstep: Class 20 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300320.000000 Penalty: 9090.149414
Iteration 13Q: 16 clusters Score -2.830032e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 385963 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 20180 members 
Mstep: Class 5 contains 2067 members 
Mstep: Class 6 contains 104283 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7081 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 10794 members 
Mstep: Class 13 contains 65863 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28304736.000000 Penalty: 9090.149414
Iteration 14Q: 16 clusters Score -2.830474e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 383834 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 21551 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 105628 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 64897 members 
Mstep: Class 15 contains 2480 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28308500.000000 Penalty: 9090.149414
Iteration 15Q: 16 clusters Score -2.83085e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 382122 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 22743 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 106608 members 
Mstep: Class 7 contains 1189 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 11 contains 609 members 
Mstep: Class 12 contains 11851 members 
Mstep: Class 13 contains 63893 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28311436.000000 Penalty: 9090.149414
Iteration 16Q: 16 clusters Score -2.831144e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 380661 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 23823 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 107327 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 11 contains 495 members 
Mstep: Class 12 contains 12231 members 
Mstep: Class 13 contains 62876 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 1802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28314586.000000 Penalty: 9090.149414
Iteration 17Q: 16 clusters Score -2.831459e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 379478 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 107768 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6926 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 12466 members 
Mstep: Class 13 contains 61936 members 
Mstep: Class 15 contains 4162 members 
Mstep: Class 19 contains 767 members 
Mstep: Class 20 contains 1862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28317802.000000 Penalty: 9090.149414
Iteration 18Q: 16 clusters Score -2.83178e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 378421 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 25606 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 108069 members 
Mstep: Class 7 contains 939 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6848 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 12581 members 
Mstep: Class 13 contains 61085 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 19 contains 827 members 
Mstep: Class 20 contains 1901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28320990.000000 Penalty: 9090.149414
Iteration 19Q: 16 clusters Score -2.832099e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 377363 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 26377 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 108285 members 
Mstep: Class 7 contains 919 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6778 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 13 contains 60314 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 19 contains 862 members 
Mstep: Class 20 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28338582.000000 Penalty: 9090.149414
Iteration 20F: 16 clusters Score -2.833858e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 374442 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 27408 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 108948 members 
Mstep: Class 7 contains 745 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 14165 members 
Mstep: Class 13 contains 59583 members 
Mstep: Class 15 contains 6502 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347808.000000 Penalty: 9090.149414
Iteration 21Q: 16 clusters Score -2.834781e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 372031 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 28218 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 109364 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 6599 members 
Mstep: Class 11 contains 262 members 
Mstep: Class 12 contains 15658 members 
Mstep: Class 13 contains 58722 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352596.000000 Penalty: 9090.149414
Iteration 22Q: 16 clusters Score -2.83526e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 369768 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 28911 members 
Mstep: Class 5 contains 2431 members 
Mstep: Class 6 contains 109641 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 6494 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 17175 members 
Mstep: Class 13 contains 57799 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 19 contains 874 members 
Mstep: Class 20 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356108.000000 Penalty: 9090.149414
Iteration 23Q: 16 clusters Score -2.835611e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 367795 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 4 contains 29496 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 109820 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 6382 members 
Mstep: Class 11 contains 271 members 
Mstep: Class 12 contains 18594 members 
Mstep: Class 13 contains 56827 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 19 contains 850 members 
Mstep: Class 20 contains 1991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28359004.000000 Penalty: 9090.149414
Iteration 24Q: 16 clusters Score -2.8359e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 365990 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 30011 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 109942 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 11 contains 277 members 
Mstep: Class 12 contains 19830 members 
Mstep: Class 13 contains 55947 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 19 contains 820 members 
Mstep: Class 20 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28361644.000000 Penalty: 9090.149414
Iteration 25Q: 16 clusters Score -2.836164e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 364378 members 
Mstep: Class 3 contains 1598 members 
Mstep: Class 4 contains 30418 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 110053 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 55172 members 
Mstep: Class 15 contains 11016 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28363620.000000 Penalty: 9090.149414
Iteration 26Q: 16 clusters Score -2.836362e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 363021 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 110147 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 6027 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 21785 members 
Mstep: Class 13 contains 54432 members 
Mstep: Class 15 contains 11872 members 
Mstep: Class 19 contains 751 members 
Mstep: Class 20 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28365114.000000 Penalty: 9090.149414
Iteration 27Q: 16 clusters Score -2.836511e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 361909 members 
Mstep: Class 3 contains 1568 members 
Mstep: Class 4 contains 31032 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 110251 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 5921 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 13 contains 53749 members 
Mstep: Class 15 contains 12607 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28366350.000000 Penalty: 9090.149414
Iteration 28Q: 16 clusters Score -2.836635e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 360911 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 31274 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 110354 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 23285 members 
Mstep: Class 13 contains 53144 members 
Mstep: Class 15 contains 13252 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28366956.000000 Penalty: 9090.149414
Iteration 29Q: 16 clusters Score -2.836696e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 360075 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 31502 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 110449 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 23856 members 
Mstep: Class 13 contains 52633 members 
Mstep: Class 15 contains 13786 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28367594.000000 Penalty: 9090.149414
Iteration 30Q: 16 clusters Score -2.836759e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 359413 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 31709 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 110524 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 24376 members 
Mstep: Class 13 contains 52143 members 
Mstep: Class 15 contains 14211 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28368356.000000 Penalty: 9090.149414
Iteration 31Q: 16 clusters Score -2.836836e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 358816 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 31882 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 110603 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 24846 members 
Mstep: Class 13 contains 51724 members 
Mstep: Class 15 contains 14552 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28369034.000000 Penalty: 9090.149414
Iteration 32Q: 16 clusters Score -2.836903e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 358363 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 32037 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 110660 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 25233 members 
Mstep: Class 13 contains 51371 members 
Mstep: Class 15 contains 14807 members 
Mstep: Class 19 contains 761 members 
Mstep: Class 20 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28369388.000000 Penalty: 9090.149414
Iteration 33Q: 16 clusters Score -2.836939e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 358005 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 32182 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 110707 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 25562 members 
Mstep: Class 13 contains 51046 members 
Mstep: Class 15 contains 14999 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28369514.000000 Penalty: 9090.149414
Iteration 34Q: 16 clusters Score -2.836951e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 357691 members 
Mstep: Class 3 contains 1505 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 110752 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 11 contains 348 members 
Mstep: Class 12 contains 25848 members 
Mstep: Class 13 contains 50753 members 
Mstep: Class 15 contains 15148 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28369816.000000 Penalty: 9090.149414
Iteration 35Q: 16 clusters Score -2.836982e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 357401 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 32476 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 110800 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 26090 members 
Mstep: Class 13 contains 50497 members 
Mstep: Class 15 contains 15289 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28370052.000000 Penalty: 9090.149414
Iteration 36Q: 16 clusters Score -2.837005e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 357125 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 32604 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 110856 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 5217 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 26296 members 
Mstep: Class 13 contains 50281 members 
Mstep: Class 15 contains 15419 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28370316.000000 Penalty: 9090.149414
Iteration 37Q: 16 clusters Score -2.837032e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 356877 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 32721 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 110912 members 
Mstep: Class 7 contains 646 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 26463 members 
Mstep: Class 13 contains 50113 members 
Mstep: Class 15 contains 15525 members 
Mstep: Class 19 contains 772 members 
Mstep: Class 20 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28370534.000000 Penalty: 9090.149414
Iteration 38Q: 16 clusters Score -2.837053e+07 nChanged 692
Entering ConstructFrom: 
Score: -28370534.000000 Penalty: 9090.149414
Entering ConstructFrom: 
Trying to split cluster 1 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -82542.507812 Penalty: 336.950043
	Iteration 0F: 2 clusters Score -82542.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -81327.203125 Penalty: 673.900085
	Iteration 0F: 3 clusters Score -81327.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -81658.679688 Penalty: 673.900085
	Iteration 1F: 3 clusters Score -81658.68 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -81709.921875 Penalty: 673.900085
	Iteration 2F: 3 clusters Score -81709.92 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -81750.414062 Penalty: 673.900085
	Iteration 3F: 3 clusters Score -81750.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -81787.226562 Penalty: 673.900085
	Iteration 4Q: 3 clusters Score -81787.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -81812.648438 Penalty: 673.900085
	Iteration 5Q: 3 clusters Score -81812.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -81833.476562 Penalty: 673.900085
	Iteration 6Q: 3 clusters Score -81833.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -81852.375000 Penalty: 673.900085
	Iteration 7Q: 3 clusters Score -81852.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -81872.937500 Penalty: 673.900085
	Iteration 8Q: 3 clusters Score -81872.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -81899.867188 Penalty: 673.900085
	Iteration 9Q: 3 clusters Score -81899.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -81921.648438 Penalty: 673.900085
	Iteration 10Q: 3 clusters Score -81921.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -81951.914062 Penalty: 673.900085
	Iteration 11Q: 3 clusters Score -81951.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -81983.429688 Penalty: 673.900085
	Iteration 12Q: 3 clusters Score -81983.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -82009.703125 Penalty: 673.900085
	Iteration 13Q: 3 clusters Score -82009.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82027.656250 Penalty: 673.900085
	Iteration 14Q: 3 clusters Score -82027.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -82044.523438 Penalty: 673.900085
	Iteration 15Q: 3 clusters Score -82044.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -82057.273438 Penalty: 673.900085
	Iteration 16Q: 3 clusters Score -82057.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82070.671875 Penalty: 673.900085
	Iteration 17Q: 3 clusters Score -82070.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82078.679688 Penalty: 673.900085
	Iteration 18Q: 3 clusters Score -82078.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82086.296875 Penalty: 673.900085
	Iteration 19Q: 3 clusters Score -82086.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -82092.929688 Penalty: 673.900085
	Iteration 20F: 3 clusters Score -82092.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82097.914062 Penalty: 673.900085
	Iteration 21Q: 3 clusters Score -82097.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82099.929688 Penalty: 673.900085
	Iteration 22Q: 3 clusters Score -82099.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82102.234375 Penalty: 673.900085
	Iteration 23Q: 3 clusters Score -82102.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -82102.984375 Penalty: 673.900085
	Iteration 24Q: 3 clusters Score -82102.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -82103.570312 Penalty: 673.900085
	Iteration 25Q: 3 clusters Score -82103.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -82103.570312 Penalty: 673.900085
	Iteration 26F: 3 clusters Score -82103.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (356682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356682 members 
Entering Unmasked Estep 
Score: -16993628.000000 Penalty: 581.699341
	Iteration 0F: 2 clusters Score -1.699363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 178592 members 
Entering Unmasked Estep 
Score: -16762453.000000 Penalty: 1163.398682
	Iteration 0F: 3 clusters Score -1.676245e+07 nChanged 176769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163795 members 
Mstep: Class 2 contains 192887 members 
Entering Unmasked Estep 
Score: -16872454.000000 Penalty: 1163.398682
	Iteration 1F: 3 clusters Score -1.687245e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152187 members 
Mstep: Class 2 contains 204495 members 
Entering Unmasked Estep 
Score: -16877930.000000 Penalty: 1163.398682
	Iteration 2Q: 3 clusters Score -1.687793e+07 nChanged 19118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134851 members 
Mstep: Class 2 contains 221831 members 
Entering Unmasked Estep 
Score: -16887584.000000 Penalty: 1163.398682
	Iteration 3F: 3 clusters Score -1.688758e+07 nChanged 24838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 245865 members 
Entering Unmasked Estep 
Score: -16904292.000000 Penalty: 1163.398682
	Iteration 4F: 3 clusters Score -1.690429e+07 nChanged 29861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 275444 members 
Entering Unmasked Estep 
Score: -16928154.000000 Penalty: 1163.398682
	Iteration 5F: 3 clusters Score -1.692815e+07 nChanged 29760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 305078 members 
Entering Unmasked Estep 
Score: -16957552.000000 Penalty: 1163.398682
	Iteration 6F: 3 clusters Score -1.695755e+07 nChanged 22663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 327735 members 
Entering Unmasked Estep 
Score: -16975204.000000 Penalty: 1163.398682
	Iteration 7F: 3 clusters Score -1.69752e+07 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 342430 members 
Entering Unmasked Estep 
Score: -16984990.000000 Penalty: 1163.398682
	Iteration 8Q: 3 clusters Score -1.698499e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 350418 members 
Entering Unmasked Estep 
Score: -16990086.000000 Penalty: 1163.398682
	Iteration 9Q: 3 clusters Score -1.699009e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 354143 members 
Entering Unmasked Estep 
Score: -16992124.000000 Penalty: 1163.398682
	Iteration 10Q: 3 clusters Score -1.699212e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 355605 members 
Entering Unmasked Estep 
Score: -16992884.000000 Penalty: 1163.398682
	Iteration 11Q: 3 clusters Score -1.699288e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 356082 members 
Entering Unmasked Estep 
Score: -16993142.000000 Penalty: 1163.398682
	Iteration 12Q: 3 clusters Score -1.699314e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356254 members 
Entering Unmasked Estep 
Score: -16993172.000000 Penalty: 1163.398682
	Iteration 13Q: 3 clusters Score -1.699317e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356321 members 
Entering Unmasked Estep 
Score: -16993238.000000 Penalty: 1163.398682
	Iteration 14Q: 3 clusters Score -1.699324e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 356353 members 
Entering Unmasked Estep 
Score: -16993258.000000 Penalty: 1163.398682
	Iteration 15Q: 3 clusters Score -1.699326e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 356365 members 
Entering Unmasked Estep 
Score: -16993284.000000 Penalty: 1163.398682
	Iteration 16Q: 3 clusters Score -1.699328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 356367 members 
Entering Unmasked Estep 
Score: -16993298.000000 Penalty: 1163.398682
	Iteration 17Q: 3 clusters Score -1.69933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 356373 members 
Entering Unmasked Estep 
Score: -16993292.000000 Penalty: 1163.398682
	Iteration 18Q: 3 clusters Score -1.699329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 356387 members 
Entering Unmasked Estep 
Score: -16993306.000000 Penalty: 1163.398682
	Iteration 19Q: 3 clusters Score -1.699331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 356387 members 
Entering Unmasked Estep 
Score: -16993316.000000 Penalty: 1163.398682
	Iteration 20F: 3 clusters Score -1.699332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 356380 members 
Entering Unmasked Estep 
Score: -16993320.000000 Penalty: 1163.398682
	Iteration 21Q: 3 clusters Score -1.699332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 356384 members 
Entering Unmasked Estep 
Score: -16993318.000000 Penalty: 1163.398682
	Iteration 22Q: 3 clusters Score -1.699332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 356380 members 
Entering Unmasked Estep 
Score: -16993324.000000 Penalty: 1163.398682
	Iteration 23Q: 3 clusters Score -1.699332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 356379 members 
Entering Unmasked Estep 
Score: -16993330.000000 Penalty: 1163.398682
	Iteration 24Q: 3 clusters Score -1.699333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 356376 members 
Entering Unmasked Estep 
Score: -16993340.000000 Penalty: 1163.398682
	Iteration 25Q: 3 clusters Score -1.699334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 356374 members 
Entering Unmasked Estep 
Score: -16993352.000000 Penalty: 1163.398682
	Iteration 26Q: 3 clusters Score -1.699335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 356374 members 
Entering Unmasked Estep 
Score: -16993350.000000 Penalty: 1163.398682
	Iteration 27Q: 3 clusters Score -1.699335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 356372 members 
Entering Unmasked Estep 
Score: -16993354.000000 Penalty: 1163.398682
	Iteration 28Q: 3 clusters Score -1.699335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 356375 members 
Entering Unmasked Estep 
Score: -16993360.000000 Penalty: 1163.398682
	Iteration 29Q: 3 clusters Score -1.699336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 356374 members 
Entering Unmasked Estep 
Score: -16993366.000000 Penalty: 1163.398682
	Iteration 30Q: 3 clusters Score -1.699337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 356373 members 
Entering Unmasked Estep 
Score: -16993364.000000 Penalty: 1163.398682
	Iteration 31Q: 3 clusters Score -1.699336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 356372 members 
Entering Unmasked Estep 
Score: -16993366.000000 Penalty: 1163.398682
	Iteration 32Q: 3 clusters Score -1.699337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 356367 members 
Entering Unmasked Estep 
Score: -16993372.000000 Penalty: 1163.398682
	Iteration 33Q: 3 clusters Score -1.699337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 356366 members 
Entering Unmasked Estep 
Score: -16993374.000000 Penalty: 1163.398682
	Iteration 34Q: 3 clusters Score -1.699337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 356366 members 
Entering Unmasked Estep 
Score: -16993386.000000 Penalty: 1163.398682
	Iteration 35Q: 3 clusters Score -1.699339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 356366 members 
Entering Unmasked Estep 
Score: -16993386.000000 Penalty: 1163.398682
	Iteration 36Q: 3 clusters Score -1.699339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 356364 members 
Entering Unmasked Estep 
Score: -16993392.000000 Penalty: 1163.398682
	Iteration 37Q: 3 clusters Score -1.699339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 356362 members 
Entering Unmasked Estep 
Score: -16993398.000000 Penalty: 1163.398682
	Iteration 38Q: 3 clusters Score -1.69934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 356360 members 
Entering Unmasked Estep 
Score: -16993396.000000 Penalty: 1163.398682
	Iteration 39Q: 3 clusters Score -1.69934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 356359 members 
Entering Unmasked Estep 
Score: -16993402.000000 Penalty: 1163.398682
	Iteration 40F: 3 clusters Score -1.69934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 356360 members 
Entering Unmasked Estep 
Score: -16993398.000000 Penalty: 1163.398682
	Iteration 41Q: 3 clusters Score -1.69934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 356358 members 
Entering Unmasked Estep 
Score: -16993406.000000 Penalty: 1163.398682
	Iteration 42Q: 3 clusters Score -1.699341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 356357 members 
Entering Unmasked Estep 
Score: -16993408.000000 Penalty: 1163.398682
	Iteration 43Q: 3 clusters Score -1.699341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 356357 members 
Entering Unmasked Estep 
Score: -16993408.000000 Penalty: 1163.398682
	Iteration 44F: 3 clusters Score -1.699341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -55497.527344 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -55497.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -54406.765625 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -54406.77 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -55063.199219 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -55063.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -55779.375000 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -55779.38 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -56475.089844 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -56475.09 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -56737.144531 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -56737.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -56764.269531 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -56764.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -56776.312500 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -56776.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -56785.515625 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -56785.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -56790.320312 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -56790.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -56793.515625 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -56793.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -56797.191406 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -56797.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -56803.593750 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -56803.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -56812.000000 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -56812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -56823.238281 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -56823.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -56832.066406 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -56832.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -56848.210938 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -56848.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -56865.585938 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -56865.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -56889.609375 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -56889.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -56935.582031 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -56935.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -57000.640625 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -57000.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -57094.175781 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -57094.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -57200.750000 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -57200.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57247.179688 Penalty: 665.077393
	Iteration 22Q: 3 clusters Score -57247.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57256.121094 Penalty: 665.077393
	Iteration 23Q: 3 clusters Score -57256.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -57257.492188 Penalty: 665.077393
	Iteration 24Q: 3 clusters Score -57257.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -57257.632812 Penalty: 665.077393
	Iteration 25Q: 3 clusters Score -57257.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -57257.632812 Penalty: 665.077393
	Iteration 26F: 3 clusters Score -57257.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 356682 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 32823 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 110949 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 2067 members 
Entering Unmasked Estep 
Score: -28372104.000000 Penalty: 9696.159180
Splitting cluster 3 changes total score from -28370534.000000 to -28372104.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (32823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Entering Unmasked Estep 
Score: -1665497.125000 Penalty: 473.149261
	Iteration 0F: 2 clusters Score -1665497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1643516.750000 Penalty: 946.298523
	Iteration 0F: 3 clusters Score -1643517 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1653012.000000 Penalty: 946.298523
	Iteration 1F: 3 clusters Score -1653012 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1653997.125000 Penalty: 946.298523
	Iteration 2F: 3 clusters Score -1653997 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1655527.125000 Penalty: 946.298523
	Iteration 3F: 3 clusters Score -1655527 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1657700.625000 Penalty: 946.298523
	Iteration 4F: 3 clusters Score -1657701 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1660036.250000 Penalty: 946.298523
	Iteration 5F: 3 clusters Score -1660036 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1661665.375000 Penalty: 946.298523
	Iteration 6F: 3 clusters Score -1661665 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1662422.250000 Penalty: 946.298523
	Iteration 7Q: 3 clusters Score -1662422 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1662774.625000 Penalty: 946.298523
	Iteration 8Q: 3 clusters Score -1662775 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1663020.500000 Penalty: 946.298523
	Iteration 9Q: 3 clusters Score -1663020 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1663201.250000 Penalty: 946.298523
	Iteration 10Q: 3 clusters Score -1663201 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1663333.250000 Penalty: 946.298523
	Iteration 11Q: 3 clusters Score -1663333 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1663469.250000 Penalty: 946.298523
	Iteration 12Q: 3 clusters Score -1663469 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1663601.500000 Penalty: 946.298523
	Iteration 13Q: 3 clusters Score -1663602 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1663714.125000 Penalty: 946.298523
	Iteration 14Q: 3 clusters Score -1663714 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1663816.000000 Penalty: 946.298523
	Iteration 15Q: 3 clusters Score -1663816 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1663913.375000 Penalty: 946.298523
	Iteration 16Q: 3 clusters Score -1663913 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1663999.875000 Penalty: 946.298523
	Iteration 17Q: 3 clusters Score -1664000 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1664099.375000 Penalty: 946.298523
	Iteration 18Q: 3 clusters Score -1664099 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1664188.875000 Penalty: 946.298523
	Iteration 19Q: 3 clusters Score -1664189 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1664264.250000 Penalty: 946.298523
	Iteration 20F: 3 clusters Score -1664264 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1664341.375000 Penalty: 946.298523
	Iteration 21Q: 3 clusters Score -1664341 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1664397.000000 Penalty: 946.298523
	Iteration 22Q: 3 clusters Score -1664397 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1664455.000000 Penalty: 946.298523
	Iteration 23Q: 3 clusters Score -1664455 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1664502.000000 Penalty: 946.298523
	Iteration 24Q: 3 clusters Score -1664502 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1664560.750000 Penalty: 946.298523
	Iteration 25Q: 3 clusters Score -1664561 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1664606.250000 Penalty: 946.298523
	Iteration 26Q: 3 clusters Score -1664606 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1664656.375000 Penalty: 946.298523
	Iteration 27Q: 3 clusters Score -1664656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1664688.500000 Penalty: 946.298523
	Iteration 28Q: 3 clusters Score -1664688 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1664728.750000 Penalty: 946.298523
	Iteration 29Q: 3 clusters Score -1664729 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1664752.875000 Penalty: 946.298523
	Iteration 30Q: 3 clusters Score -1664753 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1664790.750000 Penalty: 946.298523
	Iteration 31Q: 3 clusters Score -1664791 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1664824.875000 Penalty: 946.298523
	Iteration 32Q: 3 clusters Score -1664825 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1664858.000000 Penalty: 946.298523
	Iteration 33Q: 3 clusters Score -1664858 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1664900.000000 Penalty: 946.298523
	Iteration 34Q: 3 clusters Score -1664900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1664942.750000 Penalty: 946.298523
	Iteration 35Q: 3 clusters Score -1664943 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1664976.875000 Penalty: 946.298523
	Iteration 36Q: 3 clusters Score -1664977 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1664998.000000 Penalty: 946.298523
	Iteration 37Q: 3 clusters Score -1664998 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1665027.875000 Penalty: 946.298523
	Iteration 38Q: 3 clusters Score -1665028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1665052.875000 Penalty: 946.298523
	Iteration 39Q: 3 clusters Score -1665053 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1665065.250000 Penalty: 946.298523
	Iteration 40F: 3 clusters Score -1665065 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1665090.750000 Penalty: 946.298523
	Iteration 41Q: 3 clusters Score -1665091 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1665124.375000 Penalty: 946.298523
	Iteration 42Q: 3 clusters Score -1665124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1665142.750000 Penalty: 946.298523
	Iteration 43Q: 3 clusters Score -1665143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1665158.000000 Penalty: 946.298523
	Iteration 44Q: 3 clusters Score -1665158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1665170.000000 Penalty: 946.298523
	Iteration 45Q: 3 clusters Score -1665170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1665184.375000 Penalty: 946.298523
	Iteration 46Q: 3 clusters Score -1665184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1665195.750000 Penalty: 946.298523
	Iteration 47Q: 3 clusters Score -1665196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1665199.625000 Penalty: 946.298523
	Iteration 48Q: 3 clusters Score -1665200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1665207.000000 Penalty: 946.298523
	Iteration 49Q: 3 clusters Score -1665207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1665212.375000 Penalty: 946.298523
	Iteration 50Q: 3 clusters Score -1665212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1665211.875000 Penalty: 946.298523
	Iteration 51Q: 3 clusters Score -1665212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1665214.000000 Penalty: 946.298523
	Iteration 52Q: 3 clusters Score -1665214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1665214.625000 Penalty: 946.298523
	Iteration 53Q: 3 clusters Score -1665215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1665216.500000 Penalty: 946.298523
	Iteration 54Q: 3 clusters Score -1665216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1665217.250000 Penalty: 946.298523
	Iteration 55Q: 3 clusters Score -1665217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1665220.875000 Penalty: 946.298523
	Iteration 56Q: 3 clusters Score -1665221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1665218.625000 Penalty: 946.298523
	Iteration 57Q: 3 clusters Score -1665219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1665219.375000 Penalty: 946.298523
	Iteration 58Q: 3 clusters Score -1665219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1665219.500000 Penalty: 946.298523
	Iteration 59Q: 3 clusters Score -1665220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1665224.125000 Penalty: 946.298523
	Iteration 60F: 3 clusters Score -1665224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1665223.750000 Penalty: 946.298523
	Iteration 61Q: 3 clusters Score -1665224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1665225.625000 Penalty: 946.298523
	Iteration 62Q: 3 clusters Score -1665226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1665225.875000 Penalty: 946.298523
	Iteration 63Q: 3 clusters Score -1665226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1665225.000000 Penalty: 946.298523
	Iteration 64Q: 3 clusters Score -1665225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1665227.125000 Penalty: 946.298523
	Iteration 65Q: 3 clusters Score -1665227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1665228.125000 Penalty: 946.298523
	Iteration 66Q: 3 clusters Score -1665228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1665229.875000 Penalty: 946.298523
	Iteration 67Q: 3 clusters Score -1665230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1665229.875000 Penalty: 946.298523
	Iteration 68F: 3 clusters Score -1665230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -114123.304688 Penalty: 353.043030
	Iteration 0F: 2 clusters Score -114123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -112450.304688 Penalty: 706.086060
	Iteration 0F: 3 clusters Score -112450.3 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -113039.203125 Penalty: 706.086060
	Iteration 1F: 3 clusters Score -113039.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -113120.695312 Penalty: 706.086060
	Iteration 2F: 3 clusters Score -113120.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -113192.812500 Penalty: 706.086060
	Iteration 3F: 3 clusters Score -113192.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -113236.453125 Penalty: 706.086060
	Iteration 4Q: 3 clusters Score -113236.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -113270.750000 Penalty: 706.086060
	Iteration 5Q: 3 clusters Score -113270.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -113296.226562 Penalty: 706.086060
	Iteration 6Q: 3 clusters Score -113296.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -113316.476562 Penalty: 706.086060
	Iteration 7Q: 3 clusters Score -113316.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -113331.218750 Penalty: 706.086060
	Iteration 8Q: 3 clusters Score -113331.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -113349.015625 Penalty: 706.086060
	Iteration 9Q: 3 clusters Score -113349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -113364.500000 Penalty: 706.086060
	Iteration 10Q: 3 clusters Score -113364.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -113378.117188 Penalty: 706.086060
	Iteration 11Q: 3 clusters Score -113378.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -113391.539062 Penalty: 706.086060
	Iteration 12Q: 3 clusters Score -113391.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -113402.796875 Penalty: 706.086060
	Iteration 13Q: 3 clusters Score -113402.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -113411.898438 Penalty: 706.086060
	Iteration 14Q: 3 clusters Score -113411.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -113420.453125 Penalty: 706.086060
	Iteration 15Q: 3 clusters Score -113420.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -113436.429688 Penalty: 706.086060
	Iteration 16Q: 3 clusters Score -113436.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -113463.101562 Penalty: 706.086060
	Iteration 17Q: 3 clusters Score -113463.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -113490.953125 Penalty: 706.086060
	Iteration 18Q: 3 clusters Score -113491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113518.250000 Penalty: 706.086060
	Iteration 19Q: 3 clusters Score -113518.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -113541.742188 Penalty: 706.086060
	Iteration 20F: 3 clusters Score -113541.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -113569.218750 Penalty: 706.086060
	Iteration 21Q: 3 clusters Score -113569.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -113604.335938 Penalty: 706.086060
	Iteration 22Q: 3 clusters Score -113604.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -113625.898438 Penalty: 706.086060
	Iteration 23Q: 3 clusters Score -113625.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -113645.976562 Penalty: 706.086060
	Iteration 24Q: 3 clusters Score -113646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -113661.414062 Penalty: 706.086060
	Iteration 25Q: 3 clusters Score -113661.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113673.929688 Penalty: 706.086060
	Iteration 26Q: 3 clusters Score -113673.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -113683.664062 Penalty: 706.086060
	Iteration 27Q: 3 clusters Score -113683.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -113693.617188 Penalty: 706.086060
	Iteration 28Q: 3 clusters Score -113693.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -113698.929688 Penalty: 706.086060
	Iteration 29Q: 3 clusters Score -113698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113705.195312 Penalty: 706.086060
	Iteration 30Q: 3 clusters Score -113705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113711.031250 Penalty: 706.086060
	Iteration 31Q: 3 clusters Score -113711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113717.593750 Penalty: 706.086060
	Iteration 32Q: 3 clusters Score -113717.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113724.679688 Penalty: 706.086060
	Iteration 33Q: 3 clusters Score -113724.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113729.289062 Penalty: 706.086060
	Iteration 34Q: 3 clusters Score -113729.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113735.492188 Penalty: 706.086060
	Iteration 35Q: 3 clusters Score -113735.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113740.687500 Penalty: 706.086060
	Iteration 36Q: 3 clusters Score -113740.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113750.148438 Penalty: 706.086060
	Iteration 37Q: 3 clusters Score -113750.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113758.726562 Penalty: 706.086060
	Iteration 38Q: 3 clusters Score -113758.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113767.679688 Penalty: 706.086060
	Iteration 39Q: 3 clusters Score -113767.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -113778.382812 Penalty: 706.086060
	Iteration 40F: 3 clusters Score -113778.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -113788.531250 Penalty: 706.086060
	Iteration 41Q: 3 clusters Score -113788.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -113797.906250 Penalty: 706.086060
	Iteration 42Q: 3 clusters Score -113797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -113802.562500 Penalty: 706.086060
	Iteration 43Q: 3 clusters Score -113802.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -113804.890625 Penalty: 706.086060
	Iteration 44Q: 3 clusters Score -113804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113806.140625 Penalty: 706.086060
	Iteration 45Q: 3 clusters Score -113806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113807.007812 Penalty: 706.086060
	Iteration 46Q: 3 clusters Score -113807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113809.046875 Penalty: 706.086060
	Iteration 47Q: 3 clusters Score -113809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113811.773438 Penalty: 706.086060
	Iteration 48Q: 3 clusters Score -113811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -113815.335938 Penalty: 706.086060
	Iteration 49Q: 3 clusters Score -113815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113818.031250 Penalty: 706.086060
	Iteration 50Q: 3 clusters Score -113818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -113819.570312 Penalty: 706.086060
	Iteration 51Q: 3 clusters Score -113819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113822.484375 Penalty: 706.086060
	Iteration 52Q: 3 clusters Score -113822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113824.164062 Penalty: 706.086060
	Iteration 53Q: 3 clusters Score -113824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -113826.007812 Penalty: 706.086060
	Iteration 54Q: 3 clusters Score -113826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -113826.500000 Penalty: 706.086060
	Iteration 55Q: 3 clusters Score -113826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -113827.992188 Penalty: 706.086060
	Iteration 56Q: 3 clusters Score -113828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113828.921875 Penalty: 706.086060
	Iteration 57Q: 3 clusters Score -113828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -113830.843750 Penalty: 706.086060
	Iteration 58Q: 3 clusters Score -113830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -113833.953125 Penalty: 706.086060
	Iteration 59Q: 3 clusters Score -113834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -113835.062500 Penalty: 706.086060
	Iteration 60F: 3 clusters Score -113835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -113835.843750 Penalty: 706.086060
	Iteration 61Q: 3 clusters Score -113835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -113836.031250 Penalty: 706.086060
	Iteration 62Q: 3 clusters Score -113836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -113836.695312 Penalty: 706.086060
	Iteration 63Q: 3 clusters Score -113836.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113836.757812 Penalty: 706.086060
	Iteration 64Q: 3 clusters Score -113836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113836.757812 Penalty: 706.086060
	Iteration 65F: 3 clusters Score -113836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Entering Unmasked Estep 
Score: -5406809.500000 Penalty: 528.565613
	Iteration 0F: 2 clusters Score -5406810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -5331931.000000 Penalty: 1057.131226
	Iteration 0F: 3 clusters Score -5331931 nChanged 54348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -5370887.000000 Penalty: 1057.131226
	Iteration 1F: 3 clusters Score -5370887 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -5378590.500000 Penalty: 1057.131226
	Iteration 2F: 3 clusters Score -5378590 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -5388088.500000 Penalty: 1057.131226
	Iteration 3F: 3 clusters Score -5388088 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -5397139.000000 Penalty: 1057.131226
	Iteration 4F: 3 clusters Score -5397139 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -5403199.000000 Penalty: 1057.131226
	Iteration 5F: 3 clusters Score -5403199 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -5406087.500000 Penalty: 1057.131226
	Iteration 6Q: 3 clusters Score -5406088 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 103886 members 
Entering Unmasked Estep 
Score: -5407626.000000 Penalty: 1057.131226
	Iteration 7Q: 3 clusters Score -5407626 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -5408518.500000 Penalty: 1057.131226
	Iteration 8Q: 3 clusters Score -5408518 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -5409036.500000 Penalty: 1057.131226
	Iteration 9Q: 3 clusters Score -5409036 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 107126 members 
Entering Unmasked Estep 
Score: -5409316.000000 Penalty: 1057.131226
	Iteration 10Q: 3 clusters Score -5409316 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -5409485.000000 Penalty: 1057.131226
	Iteration 11Q: 3 clusters Score -5409485 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -5409571.000000 Penalty: 1057.131226
	Iteration 12Q: 3 clusters Score -5409571 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 108126 members 
Entering Unmasked Estep 
Score: -5409608.500000 Penalty: 1057.131226
	Iteration 13Q: 3 clusters Score -5409608 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -5409632.500000 Penalty: 1057.131226
	Iteration 14Q: 3 clusters Score -5409632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -5409655.000000 Penalty: 1057.131226
	Iteration 15Q: 3 clusters Score -5409655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 108391 members 
Entering Unmasked Estep 
Score: -5409667.000000 Penalty: 1057.131226
	Iteration 16Q: 3 clusters Score -5409667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -5409663.000000 Penalty: 1057.131226
	Iteration 17Q: 3 clusters Score -5409663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -5409666.500000 Penalty: 1057.131226
	Iteration 18Q: 3 clusters Score -5409666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -5409670.000000 Penalty: 1057.131226
	Iteration 19Q: 3 clusters Score -5409670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 108483 members 
Entering Unmasked Estep 
Score: -5409670.500000 Penalty: 1057.131226
	Iteration 20F: 3 clusters Score -5409670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 108489 members 
Entering Unmasked Estep 
Score: -5409671.000000 Penalty: 1057.131226
	Iteration 21Q: 3 clusters Score -5409671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -5409672.500000 Penalty: 1057.131226
	Iteration 22Q: 3 clusters Score -5409672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -5409673.000000 Penalty: 1057.131226
	Iteration 23Q: 3 clusters Score -5409673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -5409670.500000 Penalty: 1057.131226
	Iteration 24Q: 3 clusters Score -5409670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -5409671.000000 Penalty: 1057.131226
	Iteration 25Q: 3 clusters Score -5409671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -5409666.000000 Penalty: 1057.131226
	Iteration 26Q: 3 clusters Score -5409666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 108553 members 
Entering Unmasked Estep 
Score: -5409673.000000 Penalty: 1057.131226
	Iteration 27Q: 3 clusters Score -5409673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -5409674.000000 Penalty: 1057.131226
	Iteration 28Q: 3 clusters Score -5409674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -5409678.000000 Penalty: 1057.131226
	Iteration 29Q: 3 clusters Score -5409678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -5409674.000000 Penalty: 1057.131226
	Iteration 30Q: 3 clusters Score -5409674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -5409676.000000 Penalty: 1057.131226
	Iteration 31Q: 3 clusters Score -5409676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -5409674.500000 Penalty: 1057.131226
	Iteration 32Q: 3 clusters Score -5409674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -5409673.000000 Penalty: 1057.131226
	Iteration 33Q: 3 clusters Score -5409673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -5409675.500000 Penalty: 1057.131226
	Iteration 34Q: 3 clusters Score -5409676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 108587 members 
Entering Unmasked Estep 
Score: -5409677.500000 Penalty: 1057.131226
	Iteration 35Q: 3 clusters Score -5409678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 108587 members 
Entering Unmasked Estep 
Score: -5409677.500000 Penalty: 1057.131226
	Iteration 36F: 3 clusters Score -5409678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 356682 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 32823 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 1455 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 108587 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 2067 members 
Entering Unmasked Estep 
Score: -28374986.000000 Penalty: 10302.168945
Splitting cluster 6 changes total score from -28370534.000000 to -28374986.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -29328.845703 Penalty: 294.280273
	Iteration 0F: 2 clusters Score -29328.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28760.332031 Penalty: 588.560547
	Iteration 0F: 3 clusters Score -28760.33 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28950.087891 Penalty: 588.560547
	Iteration 1F: 3 clusters Score -28950.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29025.923828 Penalty: 588.560547
	Iteration 2F: 3 clusters Score -29025.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -29080.343750 Penalty: 588.560547
	Iteration 3F: 3 clusters Score -29080.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29120.246094 Penalty: 588.560547
	Iteration 4F: 3 clusters Score -29120.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29160.279297 Penalty: 588.560547
	Iteration 5F: 3 clusters Score -29160.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -29183.109375 Penalty: 588.560547
	Iteration 6Q: 3 clusters Score -29183.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -29191.802734 Penalty: 588.560547
	Iteration 7Q: 3 clusters Score -29191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -29195.224609 Penalty: 588.560547
	Iteration 8Q: 3 clusters Score -29195.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29198.488281 Penalty: 588.560547
	Iteration 9Q: 3 clusters Score -29198.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -29200.718750 Penalty: 588.560547
	Iteration 10Q: 3 clusters Score -29200.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29201.951172 Penalty: 588.560547
	Iteration 11Q: 3 clusters Score -29201.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -29204.373047 Penalty: 588.560547
	Iteration 12Q: 3 clusters Score -29204.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29207.101562 Penalty: 588.560547
	Iteration 13Q: 3 clusters Score -29207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -29209.503906 Penalty: 588.560547
	Iteration 14Q: 3 clusters Score -29209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -29210.185547 Penalty: 588.560547
	Iteration 15Q: 3 clusters Score -29210.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -29210.185547 Penalty: 588.560547
	Iteration 16F: 3 clusters Score -29210.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -53029.125000 Penalty: 331.365631
	Iteration 0F: 2 clusters Score -53029.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -51971.582031 Penalty: 662.731262
	Iteration 0F: 3 clusters Score -51971.58 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -52921.179688 Penalty: 662.731262
	Iteration 1F: 3 clusters Score -52921.18 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53713.554688 Penalty: 662.731262
	Iteration 2F: 3 clusters Score -53713.55 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -54571.300781 Penalty: 662.731262
	Iteration 3F: 3 clusters Score -54571.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -54859.929688 Penalty: 662.731262
	Iteration 4F: 3 clusters Score -54859.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54915.414062 Penalty: 662.731262
	Iteration 5Q: 3 clusters Score -54915.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -54942.816406 Penalty: 662.731262
	Iteration 6Q: 3 clusters Score -54942.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -54961.855469 Penalty: 662.731262
	Iteration 7Q: 3 clusters Score -54961.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -54977.843750 Penalty: 662.731262
	Iteration 8Q: 3 clusters Score -54977.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -54979.332031 Penalty: 662.731262
	Iteration 9Q: 3 clusters Score -54979.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -54979.332031 Penalty: 662.731262
	Iteration 10F: 3 clusters Score -54979.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 356682 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 32823 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 108587 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 2067 members 
Entering Unmasked Estep 
Score: -28376676.000000 Penalty: 10908.178711
Splitting cluster 8 changes total score from -28370534.000000 to -28376676.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -223164.671875 Penalty: 388.468994
	Iteration 0F: 2 clusters Score -223164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -219774.890625 Penalty: 776.937988
	Iteration 0F: 3 clusters Score -219774.9 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -221247.171875 Penalty: 776.937988
	Iteration 1F: 3 clusters Score -221247.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -221738.203125 Penalty: 776.937988
	Iteration 2F: 3 clusters Score -221738.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -222189.718750 Penalty: 776.937988
	Iteration 3F: 3 clusters Score -222189.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -222535.859375 Penalty: 776.937988
	Iteration 4F: 3 clusters Score -222535.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -222822.281250 Penalty: 776.937988
	Iteration 5F: 3 clusters Score -222822.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -223028.781250 Penalty: 776.937988
	Iteration 6F: 3 clusters Score -223028.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -223151.312500 Penalty: 776.937988
	Iteration 7Q: 3 clusters Score -223151.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -223230.078125 Penalty: 776.937988
	Iteration 8Q: 3 clusters Score -223230.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -223299.437500 Penalty: 776.937988
	Iteration 9Q: 3 clusters Score -223299.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -223349.953125 Penalty: 776.937988
	Iteration 10Q: 3 clusters Score -223350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -223387.937500 Penalty: 776.937988
	Iteration 11Q: 3 clusters Score -223387.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -223413.203125 Penalty: 776.937988
	Iteration 12Q: 3 clusters Score -223413.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -223438.984375 Penalty: 776.937988
	Iteration 13Q: 3 clusters Score -223439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -223466.406250 Penalty: 776.937988
	Iteration 14Q: 3 clusters Score -223466.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -223493.468750 Penalty: 776.937988
	Iteration 15Q: 3 clusters Score -223493.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -223514.218750 Penalty: 776.937988
	Iteration 16Q: 3 clusters Score -223514.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -223529.984375 Penalty: 776.937988
	Iteration 17Q: 3 clusters Score -223530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -223543.203125 Penalty: 776.937988
	Iteration 18Q: 3 clusters Score -223543.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -223549.937500 Penalty: 776.937988
	Iteration 19Q: 3 clusters Score -223549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223552.578125 Penalty: 776.937988
	Iteration 20F: 3 clusters Score -223552.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -223554.406250 Penalty: 776.937988
	Iteration 21Q: 3 clusters Score -223554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -223554.843750 Penalty: 776.937988
	Iteration 22Q: 3 clusters Score -223554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -223555.796875 Penalty: 776.937988
	Iteration 23Q: 3 clusters Score -223555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -223555.812500 Penalty: 776.937988
	Iteration 24Q: 3 clusters Score -223555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -223555.734375 Penalty: 776.937988
	Iteration 25Q: 3 clusters Score -223555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223555.890625 Penalty: 776.937988
	Iteration 26Q: 3 clusters Score -223555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -223555.984375 Penalty: 776.937988
	Iteration 27Q: 3 clusters Score -223556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -223556.046875 Penalty: 776.937988
	Iteration 28Q: 3 clusters Score -223556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -223556.046875 Penalty: 776.937988
	Iteration 29F: 3 clusters Score -223556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 356682 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 32823 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 108587 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 2067 members 
Entering Unmasked Estep 
Score: -28376890.000000 Penalty: 11514.189453
Splitting cluster 9 changes total score from -28370534.000000 to -28376890.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -14269.170898 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -14269.17 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 184 members 
Entering Unmasked Estep 
Score: -13871.402344 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -13871.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13993.254883 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -13993.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14041.162109 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -14041.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14073.326172 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -14073.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14103.222656 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -14103.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14122.774414 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -14122.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14153.689453 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -14153.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14180.483398 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -14180.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14215.852539 Penalty: 535.128540
	Iteration 8F: 3 clusters Score -14215.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14237.723633 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -14237.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14260.978516 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -14260.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14273.882812 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -14273.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14294.839844 Penalty: 535.128540
	Iteration 12Q: 3 clusters Score -14294.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14335.844727 Penalty: 535.128540
	Iteration 13Q: 3 clusters Score -14335.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14417.389648 Penalty: 535.128540
	Iteration 14Q: 3 clusters Score -14417.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14426.892578 Penalty: 535.128540
	Iteration 15Q: 3 clusters Score -14426.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14428.304688 Penalty: 535.128540
	Iteration 16Q: 3 clusters Score -14428.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14428.304688 Penalty: 535.128540
	Iteration 17F: 3 clusters Score -14428.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 356682 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 32823 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 170 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 108587 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 2067 members 
Entering Unmasked Estep 
Score: -28376716.000000 Penalty: 12120.199219
Splitting cluster 11 changes total score from -28370534.000000 to -28376716.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 12 (26615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Entering Unmasked Estep 
Score: -1347724.625000 Penalty: 463.609955
	Iteration 0F: 2 clusters Score -1347725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1329983.625000 Penalty: 927.219910
	Iteration 0F: 3 clusters Score -1329984 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1338533.375000 Penalty: 927.219910
	Iteration 1F: 3 clusters Score -1338533 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1340097.125000 Penalty: 927.219910
	Iteration 2F: 3 clusters Score -1340097 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1341987.625000 Penalty: 927.219910
	Iteration 3F: 3 clusters Score -1341988 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1343898.250000 Penalty: 927.219910
	Iteration 4F: 3 clusters Score -1343898 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1345115.250000 Penalty: 927.219910
	Iteration 5F: 3 clusters Score -1345115 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1345604.500000 Penalty: 927.219910
	Iteration 6Q: 3 clusters Score -1345604 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1345775.125000 Penalty: 927.219910
	Iteration 7Q: 3 clusters Score -1345775 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -1345866.000000 Penalty: 927.219910
	Iteration 8Q: 3 clusters Score -1345866 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1345940.125000 Penalty: 927.219910
	Iteration 9Q: 3 clusters Score -1345940 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -1346005.875000 Penalty: 927.219910
	Iteration 10Q: 3 clusters Score -1346006 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -1346068.375000 Penalty: 927.219910
	Iteration 11Q: 3 clusters Score -1346068 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1346124.125000 Penalty: 927.219910
	Iteration 12Q: 3 clusters Score -1346124 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -1346181.000000 Penalty: 927.219910
	Iteration 13Q: 3 clusters Score -1346181 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -1346235.250000 Penalty: 927.219910
	Iteration 14Q: 3 clusters Score -1346235 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -1346294.875000 Penalty: 927.219910
	Iteration 15Q: 3 clusters Score -1346295 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -1346362.500000 Penalty: 927.219910
	Iteration 16Q: 3 clusters Score -1346362 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -1346418.875000 Penalty: 927.219910
	Iteration 17Q: 3 clusters Score -1346419 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -1346475.125000 Penalty: 927.219910
	Iteration 18Q: 3 clusters Score -1346475 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -1346524.750000 Penalty: 927.219910
	Iteration 19Q: 3 clusters Score -1346525 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -1346578.875000 Penalty: 927.219910
	Iteration 20F: 3 clusters Score -1346579 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1346633.000000 Penalty: 927.219910
	Iteration 21Q: 3 clusters Score -1346633 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -1346683.375000 Penalty: 927.219910
	Iteration 22Q: 3 clusters Score -1346683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -1346748.750000 Penalty: 927.219910
	Iteration 23Q: 3 clusters Score -1346749 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -1346804.250000 Penalty: 927.219910
	Iteration 24Q: 3 clusters Score -1346804 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -1346863.500000 Penalty: 927.219910
	Iteration 25Q: 3 clusters Score -1346864 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -1346930.375000 Penalty: 927.219910
	Iteration 26Q: 3 clusters Score -1346930 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -1346982.625000 Penalty: 927.219910
	Iteration 27Q: 3 clusters Score -1346983 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -1347033.625000 Penalty: 927.219910
	Iteration 28Q: 3 clusters Score -1347034 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -1347071.250000 Penalty: 927.219910
	Iteration 29Q: 3 clusters Score -1347071 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -1347118.000000 Penalty: 927.219910
	Iteration 30Q: 3 clusters Score -1347118 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1347166.125000 Penalty: 927.219910
	Iteration 31Q: 3 clusters Score -1347166 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -1347221.375000 Penalty: 927.219910
	Iteration 32Q: 3 clusters Score -1347221 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -1347267.375000 Penalty: 927.219910
	Iteration 33Q: 3 clusters Score -1347267 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -1347302.500000 Penalty: 927.219910
	Iteration 34Q: 3 clusters Score -1347302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -1347341.875000 Penalty: 927.219910
	Iteration 35Q: 3 clusters Score -1347342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -1347366.875000 Penalty: 927.219910
	Iteration 36Q: 3 clusters Score -1347367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -1347398.625000 Penalty: 927.219910
	Iteration 37Q: 3 clusters Score -1347399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -1347427.125000 Penalty: 927.219910
	Iteration 38Q: 3 clusters Score -1347427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -1347444.500000 Penalty: 927.219910
	Iteration 39Q: 3 clusters Score -1347444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -1347448.750000 Penalty: 927.219910
	Iteration 40F: 3 clusters Score -1347449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -1347453.250000 Penalty: 927.219910
	Iteration 41Q: 3 clusters Score -1347453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -1347464.625000 Penalty: 927.219910
	Iteration 42Q: 3 clusters Score -1347465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -1347470.250000 Penalty: 927.219910
	Iteration 43Q: 3 clusters Score -1347470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -1347471.375000 Penalty: 927.219910
	Iteration 44Q: 3 clusters Score -1347471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -1347474.875000 Penalty: 927.219910
	Iteration 45Q: 3 clusters Score -1347475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -1347476.250000 Penalty: 927.219910
	Iteration 46Q: 3 clusters Score -1347476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -1347474.750000 Penalty: 927.219910
	Iteration 47Q: 3 clusters Score -1347475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -1347476.250000 Penalty: 927.219910
	Iteration 48Q: 3 clusters Score -1347476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -1347476.625000 Penalty: 927.219910
	Iteration 49Q: 3 clusters Score -1347477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -1347475.875000 Penalty: 927.219910
	Iteration 50Q: 3 clusters Score -1347476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -1347476.625000 Penalty: 927.219910
	Iteration 51Q: 3 clusters Score -1347477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -1347476.625000 Penalty: 927.219910
	Iteration 52F: 3 clusters Score -1347477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Entering Unmasked Estep 
Score: -2280942.000000 Penalty: 492.280792
	Iteration 0F: 2 clusters Score -2280942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2247399.000000 Penalty: 984.561584
	Iteration 0F: 3 clusters Score -2247399 nChanged 24352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -2261911.750000 Penalty: 984.561584
	Iteration 1F: 3 clusters Score -2261912 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -2262913.000000 Penalty: 984.561584
	Iteration 2Q: 3 clusters Score -2262913 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -2264409.000000 Penalty: 984.561584
	Iteration 3Q: 3 clusters Score -2264409 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -2266525.750000 Penalty: 984.561584
	Iteration 4F: 3 clusters Score -2266526 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -2269008.000000 Penalty: 984.561584
	Iteration 5F: 3 clusters Score -2269008 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2270980.750000 Penalty: 984.561584
	Iteration 6F: 3 clusters Score -2270981 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -2272029.000000 Penalty: 984.561584
	Iteration 7Q: 3 clusters Score -2272029 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -2272512.000000 Penalty: 984.561584
	Iteration 8Q: 3 clusters Score -2272512 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -2272784.500000 Penalty: 984.561584
	Iteration 9Q: 3 clusters Score -2272784 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -2273017.250000 Penalty: 984.561584
	Iteration 10Q: 3 clusters Score -2273017 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -2273272.750000 Penalty: 984.561584
	Iteration 11Q: 3 clusters Score -2273273 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -2273573.750000 Penalty: 984.561584
	Iteration 12Q: 3 clusters Score -2273574 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -2273933.250000 Penalty: 984.561584
	Iteration 13Q: 3 clusters Score -2273933 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -2274373.500000 Penalty: 984.561584
	Iteration 14Q: 3 clusters Score -2274374 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -2274854.250000 Penalty: 984.561584
	Iteration 15Q: 3 clusters Score -2274854 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -2275395.500000 Penalty: 984.561584
	Iteration 16Q: 3 clusters Score -2275396 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -2276002.750000 Penalty: 984.561584
	Iteration 17Q: 3 clusters Score -2276003 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -2276600.000000 Penalty: 984.561584
	Iteration 18Q: 3 clusters Score -2276600 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -2277245.250000 Penalty: 984.561584
	Iteration 19Q: 3 clusters Score -2277245 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -2277890.000000 Penalty: 984.561584
	Iteration 20F: 3 clusters Score -2277890 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -2278474.000000 Penalty: 984.561584
	Iteration 21Q: 3 clusters Score -2278474 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -2278984.000000 Penalty: 984.561584
	Iteration 22Q: 3 clusters Score -2278984 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -2279395.750000 Penalty: 984.561584
	Iteration 23Q: 3 clusters Score -2279396 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -2279727.000000 Penalty: 984.561584
	Iteration 24Q: 3 clusters Score -2279727 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -2279992.500000 Penalty: 984.561584
	Iteration 25Q: 3 clusters Score -2279992 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -2280157.750000 Penalty: 984.561584
	Iteration 26Q: 3 clusters Score -2280158 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -2280281.250000 Penalty: 984.561584
	Iteration 27Q: 3 clusters Score -2280281 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -2280387.000000 Penalty: 984.561584
	Iteration 28Q: 3 clusters Score -2280387 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -2280446.000000 Penalty: 984.561584
	Iteration 29Q: 3 clusters Score -2280446 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -2280504.000000 Penalty: 984.561584
	Iteration 30Q: 3 clusters Score -2280504 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -2280532.500000 Penalty: 984.561584
	Iteration 31Q: 3 clusters Score -2280532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -2280562.000000 Penalty: 984.561584
	Iteration 32Q: 3 clusters Score -2280562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -2280579.750000 Penalty: 984.561584
	Iteration 33Q: 3 clusters Score -2280580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -2280603.000000 Penalty: 984.561584
	Iteration 34Q: 3 clusters Score -2280603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -2280626.250000 Penalty: 984.561584
	Iteration 35Q: 3 clusters Score -2280626 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -2280644.750000 Penalty: 984.561584
	Iteration 36Q: 3 clusters Score -2280645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -2280661.500000 Penalty: 984.561584
	Iteration 37Q: 3 clusters Score -2280662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -2280671.750000 Penalty: 984.561584
	Iteration 38Q: 3 clusters Score -2280672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -2280694.000000 Penalty: 984.561584
	Iteration 39Q: 3 clusters Score -2280694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -2280700.250000 Penalty: 984.561584
	Iteration 40F: 3 clusters Score -2280700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -2280704.750000 Penalty: 984.561584
	Iteration 41Q: 3 clusters Score -2280705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -2280709.750000 Penalty: 984.561584
	Iteration 42Q: 3 clusters Score -2280710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -2280712.500000 Penalty: 984.561584
	Iteration 43Q: 3 clusters Score -2280712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -2280712.250000 Penalty: 984.561584
	Iteration 44Q: 3 clusters Score -2280712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -2280711.500000 Penalty: 984.561584
	Iteration 45Q: 3 clusters Score -2280712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -2280715.500000 Penalty: 984.561584
	Iteration 46Q: 3 clusters Score -2280716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -2280720.500000 Penalty: 984.561584
	Iteration 47Q: 3 clusters Score -2280720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -2280727.000000 Penalty: 984.561584
	Iteration 48Q: 3 clusters Score -2280727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -2280731.000000 Penalty: 984.561584
	Iteration 49Q: 3 clusters Score -2280731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -2280727.500000 Penalty: 984.561584
	Iteration 50Q: 3 clusters Score -2280728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -2280733.000000 Penalty: 984.561584
	Iteration 51Q: 3 clusters Score -2280733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -2280729.500000 Penalty: 984.561584
	Iteration 52Q: 3 clusters Score -2280730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -2280732.000000 Penalty: 984.561584
	Iteration 53Q: 3 clusters Score -2280732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -2280728.000000 Penalty: 984.561584
	Iteration 54Q: 3 clusters Score -2280728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -2280732.000000 Penalty: 984.561584
	Iteration 55Q: 3 clusters Score -2280732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -2280736.750000 Penalty: 984.561584
	Iteration 56Q: 3 clusters Score -2280737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -2280736.250000 Penalty: 984.561584
	Iteration 57Q: 3 clusters Score -2280736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -2280736.000000 Penalty: 984.561584
	Iteration 58Q: 3 clusters Score -2280736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -2280735.000000 Penalty: 984.561584
	Iteration 59Q: 3 clusters Score -2280735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -2280735.250000 Penalty: 984.561584
	Iteration 60F: 3 clusters Score -2280735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -2280734.000000 Penalty: 984.561584
	Iteration 61Q: 3 clusters Score -2280734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -2280737.000000 Penalty: 984.561584
	Iteration 62Q: 3 clusters Score -2280737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -2280740.750000 Penalty: 984.561584
	Iteration 63Q: 3 clusters Score -2280741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -2280741.250000 Penalty: 984.561584
	Iteration 64Q: 3 clusters Score -2280741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -2280741.500000 Penalty: 984.561584
	Iteration 65Q: 3 clusters Score -2280742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -2280746.000000 Penalty: 984.561584
	Iteration 66Q: 3 clusters Score -2280746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -2280741.500000 Penalty: 984.561584
	Iteration 67Q: 3 clusters Score -2280742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -2280744.000000 Penalty: 984.561584
	Iteration 68Q: 3 clusters Score -2280744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -2280745.250000 Penalty: 984.561584
	Iteration 69Q: 3 clusters Score -2280745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -2280746.750000 Penalty: 984.561584
	Iteration 70Q: 3 clusters Score -2280747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -2280747.750000 Penalty: 984.561584
	Iteration 71Q: 3 clusters Score -2280748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -2280747.500000 Penalty: 984.561584
	Iteration 72Q: 3 clusters Score -2280748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -2280747.750000 Penalty: 984.561584
	Iteration 73Q: 3 clusters Score -2280748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -2280748.000000 Penalty: 984.561584
	Iteration 74Q: 3 clusters Score -2280748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -2280750.000000 Penalty: 984.561584
	Iteration 75Q: 3 clusters Score -2280750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -2280751.500000 Penalty: 984.561584
	Iteration 76Q: 3 clusters Score -2280752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -2280751.500000 Penalty: 984.561584
	Iteration 77F: 3 clusters Score -2280752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Entering Unmasked Estep 
Score: -800719.437500 Penalty: 439.356171
	Iteration 0F: 2 clusters Score -800719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -790219.375000 Penalty: 878.712341
	Iteration 0F: 3 clusters Score -790219.4 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -794682.187500 Penalty: 878.712341
	Iteration 1F: 3 clusters Score -794682.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -795256.375000 Penalty: 878.712341
	Iteration 2F: 3 clusters Score -795256.4 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -796133.187500 Penalty: 878.712341
	Iteration 3F: 3 clusters Score -796133.2 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -797279.125000 Penalty: 878.712341
	Iteration 4F: 3 clusters Score -797279.1 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -798480.750000 Penalty: 878.712341
	Iteration 5F: 3 clusters Score -798480.8 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -799245.187500 Penalty: 878.712341
	Iteration 6F: 3 clusters Score -799245.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -799569.500000 Penalty: 878.712341
	Iteration 7Q: 3 clusters Score -799569.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -799730.937500 Penalty: 878.712341
	Iteration 8Q: 3 clusters Score -799730.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -799844.500000 Penalty: 878.712341
	Iteration 9Q: 3 clusters Score -799844.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -799942.625000 Penalty: 878.712341
	Iteration 10Q: 3 clusters Score -799942.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -800013.562500 Penalty: 878.712341
	Iteration 11Q: 3 clusters Score -800013.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -800070.375000 Penalty: 878.712341
	Iteration 12Q: 3 clusters Score -800070.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -800105.250000 Penalty: 878.712341
	Iteration 13Q: 3 clusters Score -800105.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -800126.625000 Penalty: 878.712341
	Iteration 14Q: 3 clusters Score -800126.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -800152.250000 Penalty: 878.712341
	Iteration 15Q: 3 clusters Score -800152.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -800170.000000 Penalty: 878.712341
	Iteration 16Q: 3 clusters Score -800170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -800190.437500 Penalty: 878.712341
	Iteration 17Q: 3 clusters Score -800190.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -800214.687500 Penalty: 878.712341
	Iteration 18Q: 3 clusters Score -800214.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -800234.125000 Penalty: 878.712341
	Iteration 19Q: 3 clusters Score -800234.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -800250.500000 Penalty: 878.712341
	Iteration 20F: 3 clusters Score -800250.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -800261.750000 Penalty: 878.712341
	Iteration 21Q: 3 clusters Score -800261.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -800267.750000 Penalty: 878.712341
	Iteration 22Q: 3 clusters Score -800267.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -800275.875000 Penalty: 878.712341
	Iteration 23Q: 3 clusters Score -800275.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -800280.812500 Penalty: 878.712341
	Iteration 24Q: 3 clusters Score -800280.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -800288.500000 Penalty: 878.712341
	Iteration 25Q: 3 clusters Score -800288.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -800295.187500 Penalty: 878.712341
	Iteration 26Q: 3 clusters Score -800295.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -800302.187500 Penalty: 878.712341
	Iteration 27Q: 3 clusters Score -800302.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -800307.250000 Penalty: 878.712341
	Iteration 28Q: 3 clusters Score -800307.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -800313.125000 Penalty: 878.712341
	Iteration 29Q: 3 clusters Score -800313.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -800315.062500 Penalty: 878.712341
	Iteration 30Q: 3 clusters Score -800315.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -800315.750000 Penalty: 878.712341
	Iteration 31Q: 3 clusters Score -800315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -800318.312500 Penalty: 878.712341
	Iteration 32Q: 3 clusters Score -800318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -800319.812500 Penalty: 878.712341
	Iteration 33Q: 3 clusters Score -800319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -800321.062500 Penalty: 878.712341
	Iteration 34Q: 3 clusters Score -800321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -800321.875000 Penalty: 878.712341
	Iteration 35Q: 3 clusters Score -800321.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -800322.875000 Penalty: 878.712341
	Iteration 36Q: 3 clusters Score -800322.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -800325.625000 Penalty: 878.712341
	Iteration 37Q: 3 clusters Score -800325.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -800330.437500 Penalty: 878.712341
	Iteration 38Q: 3 clusters Score -800330.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -800334.125000 Penalty: 878.712341
	Iteration 39Q: 3 clusters Score -800334.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -800337.500000 Penalty: 878.712341
	Iteration 40F: 3 clusters Score -800337.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -800340.750000 Penalty: 878.712341
	Iteration 41Q: 3 clusters Score -800340.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -800345.875000 Penalty: 878.712341
	Iteration 42Q: 3 clusters Score -800345.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -800349.187500 Penalty: 878.712341
	Iteration 43Q: 3 clusters Score -800349.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -800354.312500 Penalty: 878.712341
	Iteration 44Q: 3 clusters Score -800354.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -800356.500000 Penalty: 878.712341
	Iteration 45Q: 3 clusters Score -800356.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -800359.187500 Penalty: 878.712341
	Iteration 46Q: 3 clusters Score -800359.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -800362.875000 Penalty: 878.712341
	Iteration 47Q: 3 clusters Score -800362.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -800370.375000 Penalty: 878.712341
	Iteration 48Q: 3 clusters Score -800370.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -800374.687500 Penalty: 878.712341
	Iteration 49Q: 3 clusters Score -800374.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -800380.187500 Penalty: 878.712341
	Iteration 50Q: 3 clusters Score -800380.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -800386.750000 Penalty: 878.712341
	Iteration 51Q: 3 clusters Score -800386.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -800391.875000 Penalty: 878.712341
	Iteration 52Q: 3 clusters Score -800391.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -800396.812500 Penalty: 878.712341
	Iteration 53Q: 3 clusters Score -800396.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -800398.312500 Penalty: 878.712341
	Iteration 54Q: 3 clusters Score -800398.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -800399.062500 Penalty: 878.712341
	Iteration 55Q: 3 clusters Score -800399.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -800404.312500 Penalty: 878.712341
	Iteration 56Q: 3 clusters Score -800404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -800405.937500 Penalty: 878.712341
	Iteration 57Q: 3 clusters Score -800405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -800406.312500 Penalty: 878.712341
	Iteration 58Q: 3 clusters Score -800406.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -800408.312500 Penalty: 878.712341
	Iteration 59Q: 3 clusters Score -800408.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -800409.312500 Penalty: 878.712341
	Iteration 60F: 3 clusters Score -800409.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -800410.062500 Penalty: 878.712341
	Iteration 61Q: 3 clusters Score -800410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -800409.250000 Penalty: 878.712341
	Iteration 62Q: 3 clusters Score -800409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -800408.750000 Penalty: 878.712341
	Iteration 63Q: 3 clusters Score -800408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -800409.750000 Penalty: 878.712341
	Iteration 64Q: 3 clusters Score -800409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -800409.625000 Penalty: 878.712341
	Iteration 65Q: 3 clusters Score -800409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -800410.375000 Penalty: 878.712341
	Iteration 66Q: 3 clusters Score -800410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -800409.625000 Penalty: 878.712341
	Iteration 67Q: 3 clusters Score -800409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -800411.937500 Penalty: 878.712341
	Iteration 68Q: 3 clusters Score -800411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -800412.000000 Penalty: 878.712341
	Iteration 69Q: 3 clusters Score -800412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -800411.375000 Penalty: 878.712341
	Iteration 70Q: 3 clusters Score -800411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -800411.125000 Penalty: 878.712341
	Iteration 71Q: 3 clusters Score -800411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -800411.000000 Penalty: 878.712341
	Iteration 72Q: 3 clusters Score -800411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -800411.000000 Penalty: 878.712341
	Iteration 73F: 3 clusters Score -800411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -36298.484375 Penalty: 302.469818
	Iteration 0F: 2 clusters Score -36298.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35651.523438 Penalty: 604.939636
	Iteration 0F: 3 clusters Score -35651.52 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35852.863281 Penalty: 604.939636
	Iteration 1F: 3 clusters Score -35852.86 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -35918.496094 Penalty: 604.939636
	Iteration 2F: 3 clusters Score -35918.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -35989.453125 Penalty: 604.939636
	Iteration 3F: 3 clusters Score -35989.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -36043.246094 Penalty: 604.939636
	Iteration 4F: 3 clusters Score -36043.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -36071.871094 Penalty: 604.939636
	Iteration 5Q: 3 clusters Score -36071.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -36092.773438 Penalty: 604.939636
	Iteration 6Q: 3 clusters Score -36092.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36103.789062 Penalty: 604.939636
	Iteration 7Q: 3 clusters Score -36103.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -36110.664062 Penalty: 604.939636
	Iteration 8Q: 3 clusters Score -36110.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -36122.066406 Penalty: 604.939636
	Iteration 9Q: 3 clusters Score -36122.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -36128.523438 Penalty: 604.939636
	Iteration 10Q: 3 clusters Score -36128.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -36130.980469 Penalty: 604.939636
	Iteration 11Q: 3 clusters Score -36130.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -36134.070312 Penalty: 604.939636
	Iteration 12Q: 3 clusters Score -36134.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -36134.679688 Penalty: 604.939636
	Iteration 13Q: 3 clusters Score -36134.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -36136.761719 Penalty: 604.939636
	Iteration 14Q: 3 clusters Score -36136.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -36138.312500 Penalty: 604.939636
	Iteration 15Q: 3 clusters Score -36138.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -36140.730469 Penalty: 604.939636
	Iteration 16Q: 3 clusters Score -36140.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -36143.277344 Penalty: 604.939636
	Iteration 17Q: 3 clusters Score -36143.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -36144.425781 Penalty: 604.939636
	Iteration 18Q: 3 clusters Score -36144.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -36144.980469 Penalty: 604.939636
	Iteration 19Q: 3 clusters Score -36144.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -36144.980469 Penalty: 604.939636
	Iteration 20F: 3 clusters Score -36144.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -100642.296875 Penalty: 347.340332
	Iteration 0F: 2 clusters Score -100642.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -99187.648438 Penalty: 694.680664
	Iteration 0F: 3 clusters Score -99187.65 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -99625.656250 Penalty: 694.680664
	Iteration 1F: 3 clusters Score -99625.66 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -99695.523438 Penalty: 694.680664
	Iteration 2F: 3 clusters Score -99695.52 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -99745.335938 Penalty: 694.680664
	Iteration 3F: 3 clusters Score -99745.34 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -99782.929688 Penalty: 694.680664
	Iteration 4Q: 3 clusters Score -99782.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -99836.125000 Penalty: 694.680664
	Iteration 5Q: 3 clusters Score -99836.12 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99898.554688 Penalty: 694.680664
	Iteration 6Q: 3 clusters Score -99898.55 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99984.093750 Penalty: 694.680664
	Iteration 7F: 3 clusters Score -99984.09 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100086.078125 Penalty: 694.680664
	Iteration 8F: 3 clusters Score -100086.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100158.335938 Penalty: 694.680664
	Iteration 9Q: 3 clusters Score -100158.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -100234.984375 Penalty: 694.680664
	Iteration 10Q: 3 clusters Score -100235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -100293.304688 Penalty: 694.680664
	Iteration 11Q: 3 clusters Score -100293.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -100332.234375 Penalty: 694.680664
	Iteration 12Q: 3 clusters Score -100332.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -100348.171875 Penalty: 694.680664
	Iteration 13Q: 3 clusters Score -100348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -100354.132812 Penalty: 694.680664
	Iteration 14Q: 3 clusters Score -100354.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -100359.187500 Penalty: 694.680664
	Iteration 15Q: 3 clusters Score -100359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -100364.351562 Penalty: 694.680664
	Iteration 16Q: 3 clusters Score -100364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -100366.140625 Penalty: 694.680664
	Iteration 17Q: 3 clusters Score -100366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -100368.406250 Penalty: 694.680664
	Iteration 18Q: 3 clusters Score -100368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -100371.000000 Penalty: 694.680664
	Iteration 19Q: 3 clusters Score -100371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -100372.523438 Penalty: 694.680664
	Iteration 20F: 3 clusters Score -100372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -100374.054688 Penalty: 694.680664
	Iteration 21Q: 3 clusters Score -100374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -100374.054688 Penalty: 694.680664
	Iteration 22F: 3 clusters Score -100374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 356682 members 
Mstep: Class 3 contains 977 members 
Mstep: Class 4 contains 32823 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 11 contains 170 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377544.000000 Penalty: 12120.199219
Iteration 39Q: 21 clusters Score -2.837754e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 357086 members 
Mstep: Class 3 contains 978 members 
Mstep: Class 4 contains 32928 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 681 members 
Mstep: Class 8 contains 622 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 488 members 
Mstep: Class 11 contains 175 members 
Mstep: Class 12 contains 26754 members 
Mstep: Class 13 contains 49677 members 
Mstep: Class 14 contains 107893 members 
Mstep: Class 15 contains 15705 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 774 members 
Mstep: Class 20 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379162.000000 Penalty: 12120.199219
Iteration 40F: 21 clusters Score -2.837916e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 356181 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 33020 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 758 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 4690 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 26910 members 
Mstep: Class 13 contains 49285 members 
Mstep: Class 14 contains 107840 members 
Mstep: Class 15 contains 16376 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 633 members 
Mstep: Class 18 contains 470 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 21 clusters Score -2.838041e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 355455 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 33090 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 817 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 27004 members 
Mstep: Class 13 contains 48897 members 
Mstep: Class 14 contains 107768 members 
Mstep: Class 15 contains 17016 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 686 members 
Mstep: Class 20 contains 2073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 21 clusters Score -2.838133e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 354799 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 33124 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 27067 members 
Mstep: Class 13 contains 48524 members 
Mstep: Class 14 contains 107686 members 
Mstep: Class 15 contains 17656 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 651 members 
Mstep: Class 20 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -2.838211e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 354251 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 33129 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 2412 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 4875 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 175 members 
Mstep: Class 12 contains 27109 members 
Mstep: Class 13 contains 48163 members 
Mstep: Class 14 contains 107613 members 
Mstep: Class 15 contains 18260 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 649 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 21 clusters Score -2.838257e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 353783 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 33113 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 928 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 4915 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 27139 members 
Mstep: Class 13 contains 47824 members 
Mstep: Class 14 contains 107567 members 
Mstep: Class 15 contains 18819 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383032.000000 Penalty: 12120.199219
Iteration 45Q: 21 clusters Score -2.838303e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 353388 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 33072 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 27154 members 
Mstep: Class 13 contains 47489 members 
Mstep: Class 14 contains 107539 members 
Mstep: Class 15 contains 19352 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383496.000000 Penalty: 12120.199219
Iteration 46Q: 21 clusters Score -2.83835e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 353019 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 33046 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 27173 members 
Mstep: Class 13 contains 47173 members 
Mstep: Class 14 contains 107533 members 
Mstep: Class 15 contains 19814 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -2.838392e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 352689 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 33024 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 2451 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 4989 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 27173 members 
Mstep: Class 13 contains 46887 members 
Mstep: Class 14 contains 107550 members 
Mstep: Class 15 contains 20232 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 1129 members 
Mstep: Class 19 contains 518 members 
Mstep: Class 20 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384210.000000 Penalty: 12120.199219
Iteration 48Q: 21 clusters Score -2.838421e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 352324 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 33000 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 27171 members 
Mstep: Class 13 contains 46638 members 
Mstep: Class 14 contains 107580 members 
Mstep: Class 15 contains 20664 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 666 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384406.000000 Penalty: 12120.199219
Iteration 49Q: 21 clusters Score -2.838441e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 352032 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32958 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 2443 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5023 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 27159 members 
Mstep: Class 13 contains 46390 members 
Mstep: Class 14 contains 107627 members 
Mstep: Class 15 contains 21060 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 670 members 
Mstep: Class 18 contains 1163 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384538.000000 Penalty: 12120.199219
Iteration 50Q: 21 clusters Score -2.838454e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 351720 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32928 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 992 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 27144 members 
Mstep: Class 13 contains 46166 members 
Mstep: Class 14 contains 107663 members 
Mstep: Class 15 contains 21461 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384718.000000 Penalty: 12120.199219
Iteration 51Q: 21 clusters Score -2.838472e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 351453 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32902 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 992 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 27130 members 
Mstep: Class 13 contains 45985 members 
Mstep: Class 14 contains 107701 members 
Mstep: Class 15 contains 21806 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384896.000000 Penalty: 12120.199219
Iteration 52Q: 21 clusters Score -2.83849e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 351211 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32857 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 27111 members 
Mstep: Class 13 contains 45807 members 
Mstep: Class 14 contains 107733 members 
Mstep: Class 15 contains 22150 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384996.000000 Penalty: 12120.199219
Iteration 53Q: 21 clusters Score -2.8385e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 351035 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32817 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 2432 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5048 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 45653 members 
Mstep: Class 14 contains 107766 members 
Mstep: Class 15 contains 22429 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385100.000000 Penalty: 12120.199219
Iteration 54Q: 21 clusters Score -2.83851e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 350889 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32774 members 
Mstep: Class 5 contains 2142 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 45522 members 
Mstep: Class 14 contains 107796 members 
Mstep: Class 15 contains 22678 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385156.000000 Penalty: 12120.199219
Iteration 55Q: 21 clusters Score -2.838516e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 350752 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32738 members 
Mstep: Class 5 contains 2121 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5056 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 45400 members 
Mstep: Class 14 contains 107823 members 
Mstep: Class 15 contains 22900 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -2.838524e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 350639 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32707 members 
Mstep: Class 5 contains 2105 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 27025 members 
Mstep: Class 13 contains 45292 members 
Mstep: Class 14 contains 107841 members 
Mstep: Class 15 contains 23080 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -2.838527e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 350531 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32673 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 27016 members 
Mstep: Class 13 contains 45194 members 
Mstep: Class 14 contains 107869 members 
Mstep: Class 15 contains 23240 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 21 clusters Score -2.838535e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 350429 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32649 members 
Mstep: Class 5 contains 2079 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5065 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 27014 members 
Mstep: Class 13 contains 45104 members 
Mstep: Class 14 contains 107896 members 
Mstep: Class 15 contains 23372 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 21 clusters Score -2.838545e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 350361 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32622 members 
Mstep: Class 5 contains 2072 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5070 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 27008 members 
Mstep: Class 13 contains 45020 members 
Mstep: Class 14 contains 107925 members 
Mstep: Class 15 contains 23478 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 21 clusters Score -2.83855e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 350251 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32591 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 2431 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 27003 members 
Mstep: Class 13 contains 44910 members 
Mstep: Class 14 contains 107945 members 
Mstep: Class 15 contains 23617 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1185 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -2.838553e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 350157 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32560 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5077 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26999 members 
Mstep: Class 13 contains 44826 members 
Mstep: Class 14 contains 107975 members 
Mstep: Class 15 contains 23728 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1176 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 21 clusters Score -2.838559e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 350073 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32533 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 2428 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26984 members 
Mstep: Class 13 contains 44743 members 
Mstep: Class 14 contains 108020 members 
Mstep: Class 15 contains 23828 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385664.000000 Penalty: 12120.199219
Iteration 63Q: 21 clusters Score -2.838566e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 350004 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32508 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2426 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5094 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 44654 members 
Mstep: Class 14 contains 108060 members 
Mstep: Class 15 contains 23927 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385738.000000 Penalty: 12120.199219
Iteration 64Q: 21 clusters Score -2.838574e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 349951 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32472 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 2423 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26936 members 
Mstep: Class 13 contains 44587 members 
Mstep: Class 14 contains 108097 members 
Mstep: Class 15 contains 24026 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385788.000000 Penalty: 12120.199219
Iteration 65Q: 21 clusters Score -2.838579e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 349918 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32429 members 
Mstep: Class 5 contains 2039 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5106 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26911 members 
Mstep: Class 13 contains 44527 members 
Mstep: Class 14 contains 108122 members 
Mstep: Class 15 contains 24128 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385808.000000 Penalty: 12120.199219
Iteration 66Q: 21 clusters Score -2.838581e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 349907 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32382 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5103 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26874 members 
Mstep: Class 13 contains 44464 members 
Mstep: Class 14 contains 108144 members 
Mstep: Class 15 contains 24225 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385814.000000 Penalty: 12120.199219
Iteration 67Q: 21 clusters Score -2.838581e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 349911 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32340 members 
Mstep: Class 5 contains 2036 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5100 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26840 members 
Mstep: Class 13 contains 44387 members 
Mstep: Class 14 contains 108157 members 
Mstep: Class 15 contains 24317 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 1158 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385804.000000 Penalty: 12120.199219
Iteration 68Q: 21 clusters Score -2.83858e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 349946 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32294 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26808 members 
Mstep: Class 13 contains 44300 members 
Mstep: Class 14 contains 108159 members 
Mstep: Class 15 contains 24398 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 1158 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385818.000000 Penalty: 12120.199219
Iteration 69Q: 21 clusters Score -2.838582e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 349968 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32263 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5095 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26774 members 
Mstep: Class 13 contains 44221 members 
Mstep: Class 14 contains 108170 members 
Mstep: Class 15 contains 24466 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385824.000000 Penalty: 12120.199219
Iteration 70Q: 21 clusters Score -2.838582e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 349979 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32232 members 
Mstep: Class 5 contains 2029 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 44151 members 
Mstep: Class 14 contains 108181 members 
Mstep: Class 15 contains 24534 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385772.000000 Penalty: 12120.199219
Iteration 71Q: 21 clusters Score -2.838577e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 349989 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32209 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5085 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26722 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 108192 members 
Mstep: Class 15 contains 24599 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385848.000000 Penalty: 12120.199219
Iteration 72Q: 21 clusters Score -2.838585e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 349991 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32185 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5078 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26705 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 108202 members 
Mstep: Class 15 contains 24663 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385888.000000 Penalty: 12120.199219
Iteration 73Q: 21 clusters Score -2.838589e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 349993 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32165 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26694 members 
Mstep: Class 13 contains 43936 members 
Mstep: Class 14 contains 108211 members 
Mstep: Class 15 contains 24718 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385826.000000 Penalty: 12120.199219
Iteration 74Q: 21 clusters Score -2.838583e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 349987 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32146 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5072 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26686 members 
Mstep: Class 13 contains 43877 members 
Mstep: Class 14 contains 108223 members 
Mstep: Class 15 contains 24771 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385844.000000 Penalty: 12120.199219
Iteration 75Q: 21 clusters Score -2.838584e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 349984 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32132 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5076 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26679 members 
Mstep: Class 13 contains 43826 members 
Mstep: Class 14 contains 108224 members 
Mstep: Class 15 contains 24821 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 483 members 
Mstep: Class 20 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385864.000000 Penalty: 12120.199219
Iteration 76Q: 21 clusters Score -2.838586e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 349981 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32123 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5082 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26676 members 
Mstep: Class 13 contains 43780 members 
Mstep: Class 14 contains 108231 members 
Mstep: Class 15 contains 24856 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385882.000000 Penalty: 12120.199219
Iteration 77Q: 21 clusters Score -2.838588e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 349971 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 32112 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26672 members 
Mstep: Class 13 contains 43735 members 
Mstep: Class 14 contains 108234 members 
Mstep: Class 15 contains 24904 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385888.000000 Penalty: 12120.199219
Iteration 78Q: 21 clusters Score -2.838589e+07 nChanged 107
Entering ConstructFrom: 
Score: -28385888.000000 Penalty: 12120.199219
Entering ConstructFrom: 
Trying to split cluster 1 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -225471.015625 Penalty: 383.876709
	Iteration 0F: 2 clusters Score -225471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -222417.921875 Penalty: 767.753418
	Iteration 0F: 3 clusters Score -222417.9 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -223572.750000 Penalty: 767.753418
	Iteration 1F: 3 clusters Score -223572.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -223740.828125 Penalty: 767.753418
	Iteration 2F: 3 clusters Score -223740.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -223928.750000 Penalty: 767.753418
	Iteration 3F: 3 clusters Score -223928.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -224159.015625 Penalty: 767.753418
	Iteration 4F: 3 clusters Score -224159 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -224419.562500 Penalty: 767.753418
	Iteration 5F: 3 clusters Score -224419.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -224604.265625 Penalty: 767.753418
	Iteration 6F: 3 clusters Score -224604.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -224738.390625 Penalty: 767.753418
	Iteration 7Q: 3 clusters Score -224738.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -224843.296875 Penalty: 767.753418
	Iteration 8Q: 3 clusters Score -224843.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -224926.203125 Penalty: 767.753418
	Iteration 9Q: 3 clusters Score -224926.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -224993.015625 Penalty: 767.753418
	Iteration 10Q: 3 clusters Score -224993 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -225048.000000 Penalty: 767.753418
	Iteration 11Q: 3 clusters Score -225048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -225078.828125 Penalty: 767.753418
	Iteration 12Q: 3 clusters Score -225078.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -225098.781250 Penalty: 767.753418
	Iteration 13Q: 3 clusters Score -225098.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -225115.359375 Penalty: 767.753418
	Iteration 14Q: 3 clusters Score -225115.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -225129.734375 Penalty: 767.753418
	Iteration 15Q: 3 clusters Score -225129.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -225141.546875 Penalty: 767.753418
	Iteration 16Q: 3 clusters Score -225141.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -225145.250000 Penalty: 767.753418
	Iteration 17Q: 3 clusters Score -225145.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -225148.093750 Penalty: 767.753418
	Iteration 18Q: 3 clusters Score -225148.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -225149.218750 Penalty: 767.753418
	Iteration 19Q: 3 clusters Score -225149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -225150.828125 Penalty: 767.753418
	Iteration 20F: 3 clusters Score -225150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -225151.015625 Penalty: 767.753418
	Iteration 21Q: 3 clusters Score -225151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -225152.781250 Penalty: 767.753418
	Iteration 22Q: 3 clusters Score -225152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -225152.703125 Penalty: 767.753418
	Iteration 23Q: 3 clusters Score -225152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -225153.000000 Penalty: 767.753418
	Iteration 24Q: 3 clusters Score -225153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -225153.000000 Penalty: 767.753418
	Iteration 25F: 3 clusters Score -225153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (349955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349955 members 
Entering Unmasked Estep 
Score: -16673696.000000 Penalty: 580.833008
	Iteration 0F: 2 clusters Score -1.66737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -16444553.000000 Penalty: 1161.666016
	Iteration 0F: 3 clusters Score -1.644455e+07 nChanged 172949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208468 members 
Mstep: Class 2 contains 141487 members 
Entering Unmasked Estep 
Score: -16553334.000000 Penalty: 1161.666016
	Iteration 1F: 3 clusters Score -1.655333e+07 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226821 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -16562792.000000 Penalty: 1161.666016
	Iteration 2F: 3 clusters Score -1.656279e+07 nChanged 27189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -16580019.000000 Penalty: 1161.666016
	Iteration 3F: 3 clusters Score -1.658002e+07 nChanged 30998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282062 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -16605983.000000 Penalty: 1161.666016
	Iteration 4F: 3 clusters Score -1.660598e+07 nChanged 27556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308898 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -16643336.000000 Penalty: 1161.666016
	Iteration 5F: 3 clusters Score -1.664334e+07 nChanged 20395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329215 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -16662916.000000 Penalty: 1161.666016
	Iteration 6F: 3 clusters Score -1.666292e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341253 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -16670162.000000 Penalty: 1161.666016
	Iteration 7Q: 3 clusters Score -1.667016e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346981 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -16672536.000000 Penalty: 1161.666016
	Iteration 8Q: 3 clusters Score -1.667254e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349026 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16673082.000000 Penalty: 1161.666016
	Iteration 9Q: 3 clusters Score -1.667308e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349568 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -16673249.000000 Penalty: 1161.666016
	Iteration 10Q: 3 clusters Score -1.667325e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349719 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16673255.000000 Penalty: 1161.666016
	Iteration 11Q: 3 clusters Score -1.667326e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349765 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16673270.000000 Penalty: 1161.666016
	Iteration 12Q: 3 clusters Score -1.667327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349789 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16673291.000000 Penalty: 1161.666016
	Iteration 13Q: 3 clusters Score -1.667329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349801 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16673306.000000 Penalty: 1161.666016
	Iteration 14Q: 3 clusters Score -1.667331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349806 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16673312.000000 Penalty: 1161.666016
	Iteration 15Q: 3 clusters Score -1.667331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349811 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16673330.000000 Penalty: 1161.666016
	Iteration 16Q: 3 clusters Score -1.667333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349815 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16673324.000000 Penalty: 1161.666016
	Iteration 17Q: 3 clusters Score -1.667332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349815 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16673331.000000 Penalty: 1161.666016
	Iteration 18Q: 3 clusters Score -1.667333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349815 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16673333.000000 Penalty: 1161.666016
	Iteration 19Q: 3 clusters Score -1.667333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349814 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16673334.000000 Penalty: 1161.666016
	Iteration 20F: 3 clusters Score -1.667333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349811 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16673335.000000 Penalty: 1161.666016
	Iteration 21Q: 3 clusters Score -1.667334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349813 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16673340.000000 Penalty: 1161.666016
	Iteration 22Q: 3 clusters Score -1.667334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349812 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16673336.000000 Penalty: 1161.666016
	Iteration 23Q: 3 clusters Score -1.667334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349812 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16673329.000000 Penalty: 1161.666016
	Iteration 24Q: 3 clusters Score -1.667333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349811 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16673337.000000 Penalty: 1161.666016
	Iteration 25Q: 3 clusters Score -1.667334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349811 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16673337.000000 Penalty: 1161.666016
	Iteration 26F: 3 clusters Score -1.667334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -37483.460938 Penalty: 313.337189
	Iteration 0F: 2 clusters Score -37483.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -36723.617188 Penalty: 626.674377
	Iteration 0F: 3 clusters Score -36723.62 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37344.097656 Penalty: 626.674377
	Iteration 1F: 3 clusters Score -37344.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37831.289062 Penalty: 626.674377
	Iteration 2F: 3 clusters Score -37831.29 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37995.718750 Penalty: 626.674377
	Iteration 3F: 3 clusters Score -37995.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -38071.695312 Penalty: 626.674377
	Iteration 4Q: 3 clusters Score -38071.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -38087.148438 Penalty: 626.674377
	Iteration 5Q: 3 clusters Score -38087.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38090.906250 Penalty: 626.674377
	Iteration 6Q: 3 clusters Score -38090.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38092.683594 Penalty: 626.674377
	Iteration 7Q: 3 clusters Score -38092.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -38092.894531 Penalty: 626.674377
	Iteration 8Q: 3 clusters Score -38092.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -38092.894531 Penalty: 626.674377
	Iteration 9F: 3 clusters Score -38092.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 349955 members 
Mstep: Class 3 contains 569 members 
Mstep: Class 4 contains 32100 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 108238 members 
Mstep: Class 15 contains 24943 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 410 members 
Entering Unmasked Estep 
Score: -28386216.000000 Penalty: 12726.208984
Splitting cluster 3 changes total score from -28385888.000000 to -28386216.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (32100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Entering Unmasked Estep 
Score: -1630888.875000 Penalty: 472.135834
	Iteration 0F: 2 clusters Score -1630889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1609389.750000 Penalty: 944.271667
	Iteration 0F: 3 clusters Score -1609390 nChanged 15414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1618798.250000 Penalty: 944.271667
	Iteration 1F: 3 clusters Score -1618798 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1619683.000000 Penalty: 944.271667
	Iteration 2F: 3 clusters Score -1619683 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1621102.000000 Penalty: 944.271667
	Iteration 3F: 3 clusters Score -1621102 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1623071.375000 Penalty: 944.271667
	Iteration 4F: 3 clusters Score -1623071 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1625216.750000 Penalty: 944.271667
	Iteration 5F: 3 clusters Score -1625217 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1627075.750000 Penalty: 944.271667
	Iteration 6F: 3 clusters Score -1627076 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1628265.125000 Penalty: 944.271667
	Iteration 7Q: 3 clusters Score -1628265 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1628971.125000 Penalty: 944.271667
	Iteration 8Q: 3 clusters Score -1628971 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1629445.500000 Penalty: 944.271667
	Iteration 9Q: 3 clusters Score -1629446 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1629782.375000 Penalty: 944.271667
	Iteration 10Q: 3 clusters Score -1629782 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1630051.750000 Penalty: 944.271667
	Iteration 11Q: 3 clusters Score -1630052 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1630259.500000 Penalty: 944.271667
	Iteration 12Q: 3 clusters Score -1630260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1630394.625000 Penalty: 944.271667
	Iteration 13Q: 3 clusters Score -1630395 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1630491.125000 Penalty: 944.271667
	Iteration 14Q: 3 clusters Score -1630491 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1630539.750000 Penalty: 944.271667
	Iteration 15Q: 3 clusters Score -1630540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1630573.625000 Penalty: 944.271667
	Iteration 16Q: 3 clusters Score -1630574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1630595.625000 Penalty: 944.271667
	Iteration 17Q: 3 clusters Score -1630596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1630600.875000 Penalty: 944.271667
	Iteration 18Q: 3 clusters Score -1630601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1630606.250000 Penalty: 944.271667
	Iteration 19Q: 3 clusters Score -1630606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1630608.500000 Penalty: 944.271667
	Iteration 20F: 3 clusters Score -1630608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1630613.875000 Penalty: 944.271667
	Iteration 21Q: 3 clusters Score -1630614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1630617.750000 Penalty: 944.271667
	Iteration 22Q: 3 clusters Score -1630618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1630617.875000 Penalty: 944.271667
	Iteration 23Q: 3 clusters Score -1630618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1630617.875000 Penalty: 944.271667
	Iteration 24Q: 3 clusters Score -1630618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1630621.375000 Penalty: 944.271667
	Iteration 25Q: 3 clusters Score -1630621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1630622.875000 Penalty: 944.271667
	Iteration 26Q: 3 clusters Score -1630623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1630623.250000 Penalty: 944.271667
	Iteration 27Q: 3 clusters Score -1630623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1630626.625000 Penalty: 944.271667
	Iteration 28Q: 3 clusters Score -1630627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1630626.375000 Penalty: 944.271667
	Iteration 29Q: 3 clusters Score -1630626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1630626.875000 Penalty: 944.271667
	Iteration 30Q: 3 clusters Score -1630627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1630628.000000 Penalty: 944.271667
	Iteration 31Q: 3 clusters Score -1630628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1630628.375000 Penalty: 944.271667
	Iteration 32Q: 3 clusters Score -1630628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1630628.250000 Penalty: 944.271667
	Iteration 33Q: 3 clusters Score -1630628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1630628.125000 Penalty: 944.271667
	Iteration 34Q: 3 clusters Score -1630628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1630628.125000 Penalty: 944.271667
	Iteration 35F: 3 clusters Score -1630628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -98352.117188 Penalty: 346.045349
	Iteration 0F: 2 clusters Score -98352.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -96947.875000 Penalty: 692.090698
	Iteration 0F: 3 clusters Score -96947.88 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -97383.820312 Penalty: 692.090698
	Iteration 1F: 3 clusters Score -97383.82 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -97408.531250 Penalty: 692.090698
	Iteration 2Q: 3 clusters Score -97408.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -97421.023438 Penalty: 692.090698
	Iteration 3Q: 3 clusters Score -97421.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -97434.968750 Penalty: 692.090698
	Iteration 4Q: 3 clusters Score -97434.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -97449.054688 Penalty: 692.090698
	Iteration 5Q: 3 clusters Score -97449.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -97462.921875 Penalty: 692.090698
	Iteration 6Q: 3 clusters Score -97462.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -97476.414062 Penalty: 692.090698
	Iteration 7Q: 3 clusters Score -97476.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -97492.578125 Penalty: 692.090698
	Iteration 8Q: 3 clusters Score -97492.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -97513.210938 Penalty: 692.090698
	Iteration 9Q: 3 clusters Score -97513.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -97542.148438 Penalty: 692.090698
	Iteration 10Q: 3 clusters Score -97542.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -97577.656250 Penalty: 692.090698
	Iteration 11Q: 3 clusters Score -97577.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97613.125000 Penalty: 692.090698
	Iteration 12Q: 3 clusters Score -97613.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -97651.164062 Penalty: 692.090698
	Iteration 13Q: 3 clusters Score -97651.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -97704.085938 Penalty: 692.090698
	Iteration 14Q: 3 clusters Score -97704.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97759.882812 Penalty: 692.090698
	Iteration 15Q: 3 clusters Score -97759.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97826.570312 Penalty: 692.090698
	Iteration 16Q: 3 clusters Score -97826.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -97899.640625 Penalty: 692.090698
	Iteration 17Q: 3 clusters Score -97899.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97952.773438 Penalty: 692.090698
	Iteration 18Q: 3 clusters Score -97952.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -97989.382812 Penalty: 692.090698
	Iteration 19Q: 3 clusters Score -97989.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -98010.007812 Penalty: 692.090698
	Iteration 20F: 3 clusters Score -98010.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -98017.484375 Penalty: 692.090698
	Iteration 21Q: 3 clusters Score -98017.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -98023.437500 Penalty: 692.090698
	Iteration 22Q: 3 clusters Score -98023.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -98027.421875 Penalty: 692.090698
	Iteration 23Q: 3 clusters Score -98027.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -98035.523438 Penalty: 692.090698
	Iteration 24Q: 3 clusters Score -98035.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -98038.929688 Penalty: 692.090698
	Iteration 25Q: 3 clusters Score -98038.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -98043.070312 Penalty: 692.090698
	Iteration 26Q: 3 clusters Score -98043.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -98052.960938 Penalty: 692.090698
	Iteration 27Q: 3 clusters Score -98052.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -98057.062500 Penalty: 692.090698
	Iteration 28Q: 3 clusters Score -98057.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -98059.023438 Penalty: 692.090698
	Iteration 29Q: 3 clusters Score -98059.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -98060.804688 Penalty: 692.090698
	Iteration 30Q: 3 clusters Score -98060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -98061.789062 Penalty: 692.090698
	Iteration 31Q: 3 clusters Score -98061.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -98061.789062 Penalty: 692.090698
	Iteration 32F: 3 clusters Score -98061.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -115766.382812 Penalty: 354.514282
	Iteration 0F: 2 clusters Score -115766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -114065.914062 Penalty: 709.028564
	Iteration 0F: 3 clusters Score -114065.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -114678.664062 Penalty: 709.028564
	Iteration 1F: 3 clusters Score -114678.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -114776.015625 Penalty: 709.028564
	Iteration 2F: 3 clusters Score -114776 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -114877.304688 Penalty: 709.028564
	Iteration 3F: 3 clusters Score -114877.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -114991.906250 Penalty: 709.028564
	Iteration 4F: 3 clusters Score -114991.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -115108.218750 Penalty: 709.028564
	Iteration 5F: 3 clusters Score -115108.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -115222.664062 Penalty: 709.028564
	Iteration 6Q: 3 clusters Score -115222.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -115315.507812 Penalty: 709.028564
	Iteration 7Q: 3 clusters Score -115315.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -115391.726562 Penalty: 709.028564
	Iteration 8Q: 3 clusters Score -115391.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -115436.421875 Penalty: 709.028564
	Iteration 9Q: 3 clusters Score -115436.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -115474.718750 Penalty: 709.028564
	Iteration 10Q: 3 clusters Score -115474.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -115497.132812 Penalty: 709.028564
	Iteration 11Q: 3 clusters Score -115497.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -115511.148438 Penalty: 709.028564
	Iteration 12Q: 3 clusters Score -115511.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -115526.140625 Penalty: 709.028564
	Iteration 13Q: 3 clusters Score -115526.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -115535.390625 Penalty: 709.028564
	Iteration 14Q: 3 clusters Score -115535.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -115545.968750 Penalty: 709.028564
	Iteration 15Q: 3 clusters Score -115546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -115553.765625 Penalty: 709.028564
	Iteration 16Q: 3 clusters Score -115553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -115559.304688 Penalty: 709.028564
	Iteration 17Q: 3 clusters Score -115559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -115560.507812 Penalty: 709.028564
	Iteration 18Q: 3 clusters Score -115560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -115560.742188 Penalty: 709.028564
	Iteration 19Q: 3 clusters Score -115560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -115560.914062 Penalty: 709.028564
	Iteration 20F: 3 clusters Score -115560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -115561.367188 Penalty: 709.028564
	Iteration 21Q: 3 clusters Score -115561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -115561.570312 Penalty: 709.028564
	Iteration 22Q: 3 clusters Score -115561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -115561.570312 Penalty: 709.028564
	Iteration 23F: 3 clusters Score -115561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -46864.886719 Penalty: 315.337524
	Iteration 0F: 2 clusters Score -46864.89 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 540 members 
Entering Unmasked Estep 
Score: -46032.273438 Penalty: 630.675049
	Iteration 0F: 3 clusters Score -46032.27 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -46286.207031 Penalty: 630.675049
	Iteration 1F: 3 clusters Score -46286.21 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -46349.785156 Penalty: 630.675049
	Iteration 2F: 3 clusters Score -46349.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -46418.394531 Penalty: 630.675049
	Iteration 3F: 3 clusters Score -46418.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -46466.027344 Penalty: 630.675049
	Iteration 4F: 3 clusters Score -46466.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -46495.476562 Penalty: 630.675049
	Iteration 5Q: 3 clusters Score -46495.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -46521.433594 Penalty: 630.675049
	Iteration 6Q: 3 clusters Score -46521.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -46543.007812 Penalty: 630.675049
	Iteration 7Q: 3 clusters Score -46543.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -46554.917969 Penalty: 630.675049
	Iteration 8Q: 3 clusters Score -46554.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -46564.785156 Penalty: 630.675049
	Iteration 9Q: 3 clusters Score -46564.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -46572.960938 Penalty: 630.675049
	Iteration 10Q: 3 clusters Score -46572.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -46587.855469 Penalty: 630.675049
	Iteration 11Q: 3 clusters Score -46587.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -46606.378906 Penalty: 630.675049
	Iteration 12Q: 3 clusters Score -46606.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -46623.300781 Penalty: 630.675049
	Iteration 13Q: 3 clusters Score -46623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -46640.675781 Penalty: 630.675049
	Iteration 14Q: 3 clusters Score -46640.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -46659.085938 Penalty: 630.675049
	Iteration 15Q: 3 clusters Score -46659.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -46674.746094 Penalty: 630.675049
	Iteration 16Q: 3 clusters Score -46674.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -46696.628906 Penalty: 630.675049
	Iteration 17Q: 3 clusters Score -46696.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -46715.605469 Penalty: 630.675049
	Iteration 18Q: 3 clusters Score -46715.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -46734.777344 Penalty: 630.675049
	Iteration 19Q: 3 clusters Score -46734.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -46758.277344 Penalty: 630.675049
	Iteration 20F: 3 clusters Score -46758.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -46772.679688 Penalty: 630.675049
	Iteration 21Q: 3 clusters Score -46772.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -46775.281250 Penalty: 630.675049
	Iteration 22Q: 3 clusters Score -46775.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -46776.261719 Penalty: 630.675049
	Iteration 23Q: 3 clusters Score -46776.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -46777.968750 Penalty: 630.675049
	Iteration 24Q: 3 clusters Score -46777.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -46778.296875 Penalty: 630.675049
	Iteration 25Q: 3 clusters Score -46778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -46778.554688 Penalty: 630.675049
	Iteration 26Q: 3 clusters Score -46778.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -46778.554688 Penalty: 630.675049
	Iteration 27F: 3 clusters Score -46778.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -24628.207031 Penalty: 292.331543
	Iteration 0F: 2 clusters Score -24628.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24093.275391 Penalty: 584.663086
	Iteration 0F: 3 clusters Score -24093.28 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -24367.507812 Penalty: 584.663086
	Iteration 1F: 3 clusters Score -24367.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24483.798828 Penalty: 584.663086
	Iteration 2F: 3 clusters Score -24483.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -24579.187500 Penalty: 584.663086
	Iteration 3F: 3 clusters Score -24579.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -24685.183594 Penalty: 584.663086
	Iteration 4F: 3 clusters Score -24685.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -24819.572266 Penalty: 584.663086
	Iteration 5F: 3 clusters Score -24819.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -25024.160156 Penalty: 584.663086
	Iteration 6Q: 3 clusters Score -25024.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -25115.933594 Penalty: 584.663086
	Iteration 7Q: 3 clusters Score -25115.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25225.548828 Penalty: 584.663086
	Iteration 8Q: 3 clusters Score -25225.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25277.605469 Penalty: 584.663086
	Iteration 9Q: 3 clusters Score -25277.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25339.253906 Penalty: 584.663086
	Iteration 10Q: 3 clusters Score -25339.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25346.242188 Penalty: 584.663086
	Iteration 11Q: 3 clusters Score -25346.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25346.242188 Penalty: 584.663086
	Iteration 12F: 3 clusters Score -25346.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 349955 members 
Mstep: Class 3 contains 569 members 
Mstep: Class 4 contains 32100 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 108238 members 
Mstep: Class 15 contains 24943 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 365 members 
Entering Unmasked Estep 
Score: -28386618.000000 Penalty: 13332.218750
Splitting cluster 8 changes total score from -28385888.000000 to -28386618.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -227250.546875 Penalty: 388.290344
	Iteration 0F: 2 clusters Score -227250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -223805.875000 Penalty: 776.580688
	Iteration 0F: 3 clusters Score -223805.9 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -225109.578125 Penalty: 776.580688
	Iteration 1F: 3 clusters Score -225109.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -225212.000000 Penalty: 776.580688
	Iteration 2F: 3 clusters Score -225212 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -225316.093750 Penalty: 776.580688
	Iteration 3F: 3 clusters Score -225316.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -225421.781250 Penalty: 776.580688
	Iteration 4Q: 3 clusters Score -225421.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -225526.984375 Penalty: 776.580688
	Iteration 5Q: 3 clusters Score -225527 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -225625.390625 Penalty: 776.580688
	Iteration 6Q: 3 clusters Score -225625.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -225744.921875 Penalty: 776.580688
	Iteration 7Q: 3 clusters Score -225744.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -225857.375000 Penalty: 776.580688
	Iteration 8Q: 3 clusters Score -225857.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -225939.953125 Penalty: 776.580688
	Iteration 9Q: 3 clusters Score -225940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -225994.671875 Penalty: 776.580688
	Iteration 10Q: 3 clusters Score -225994.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -226027.906250 Penalty: 776.580688
	Iteration 11Q: 3 clusters Score -226027.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -226039.296875 Penalty: 776.580688
	Iteration 12Q: 3 clusters Score -226039.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -226048.625000 Penalty: 776.580688
	Iteration 13Q: 3 clusters Score -226048.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -226055.859375 Penalty: 776.580688
	Iteration 14Q: 3 clusters Score -226055.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -226063.015625 Penalty: 776.580688
	Iteration 15Q: 3 clusters Score -226063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -226074.687500 Penalty: 776.580688
	Iteration 16Q: 3 clusters Score -226074.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -226084.359375 Penalty: 776.580688
	Iteration 17Q: 3 clusters Score -226084.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -226096.156250 Penalty: 776.580688
	Iteration 18Q: 3 clusters Score -226096.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -226110.218750 Penalty: 776.580688
	Iteration 19Q: 3 clusters Score -226110.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -226126.203125 Penalty: 776.580688
	Iteration 20F: 3 clusters Score -226126.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -226136.578125 Penalty: 776.580688
	Iteration 21Q: 3 clusters Score -226136.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -226145.546875 Penalty: 776.580688
	Iteration 22Q: 3 clusters Score -226145.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -226153.515625 Penalty: 776.580688
	Iteration 23Q: 3 clusters Score -226153.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -226159.609375 Penalty: 776.580688
	Iteration 24Q: 3 clusters Score -226159.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -226165.125000 Penalty: 776.580688
	Iteration 25Q: 3 clusters Score -226165.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -226171.437500 Penalty: 776.580688
	Iteration 26Q: 3 clusters Score -226171.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -226177.281250 Penalty: 776.580688
	Iteration 27Q: 3 clusters Score -226177.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -226183.187500 Penalty: 776.580688
	Iteration 28Q: 3 clusters Score -226183.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -226192.359375 Penalty: 776.580688
	Iteration 29Q: 3 clusters Score -226192.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -226203.546875 Penalty: 776.580688
	Iteration 30Q: 3 clusters Score -226203.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -226217.593750 Penalty: 776.580688
	Iteration 31Q: 3 clusters Score -226217.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -226229.906250 Penalty: 776.580688
	Iteration 32Q: 3 clusters Score -226229.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -226239.875000 Penalty: 776.580688
	Iteration 33Q: 3 clusters Score -226239.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -226251.593750 Penalty: 776.580688
	Iteration 34Q: 3 clusters Score -226251.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -226265.500000 Penalty: 776.580688
	Iteration 35Q: 3 clusters Score -226265.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -226284.562500 Penalty: 776.580688
	Iteration 36Q: 3 clusters Score -226284.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -226313.265625 Penalty: 776.580688
	Iteration 37Q: 3 clusters Score -226313.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -226354.359375 Penalty: 776.580688
	Iteration 38Q: 3 clusters Score -226354.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -226398.234375 Penalty: 776.580688
	Iteration 39Q: 3 clusters Score -226398.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -226441.687500 Penalty: 776.580688
	Iteration 40F: 3 clusters Score -226441.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -226506.625000 Penalty: 776.580688
	Iteration 41Q: 3 clusters Score -226506.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -226585.625000 Penalty: 776.580688
	Iteration 42Q: 3 clusters Score -226585.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -226677.203125 Penalty: 776.580688
	Iteration 43Q: 3 clusters Score -226677.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -226766.718750 Penalty: 776.580688
	Iteration 44Q: 3 clusters Score -226766.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -226833.281250 Penalty: 776.580688
	Iteration 45Q: 3 clusters Score -226833.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -226879.062500 Penalty: 776.580688
	Iteration 46Q: 3 clusters Score -226879.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -226900.484375 Penalty: 776.580688
	Iteration 47Q: 3 clusters Score -226900.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -226919.875000 Penalty: 776.580688
	Iteration 48Q: 3 clusters Score -226919.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -226933.375000 Penalty: 776.580688
	Iteration 49Q: 3 clusters Score -226933.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -226944.312500 Penalty: 776.580688
	Iteration 50Q: 3 clusters Score -226944.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -226953.046875 Penalty: 776.580688
	Iteration 51Q: 3 clusters Score -226953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -226959.734375 Penalty: 776.580688
	Iteration 52Q: 3 clusters Score -226959.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -226963.171875 Penalty: 776.580688
	Iteration 53Q: 3 clusters Score -226963.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -226966.171875 Penalty: 776.580688
	Iteration 54Q: 3 clusters Score -226966.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -226968.609375 Penalty: 776.580688
	Iteration 55Q: 3 clusters Score -226968.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -226969.906250 Penalty: 776.580688
	Iteration 56Q: 3 clusters Score -226969.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -226970.875000 Penalty: 776.580688
	Iteration 57Q: 3 clusters Score -226970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -226971.250000 Penalty: 776.580688
	Iteration 58Q: 3 clusters Score -226971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -226971.453125 Penalty: 776.580688
	Iteration 59Q: 3 clusters Score -226971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -226972.031250 Penalty: 776.580688
	Iteration 60F: 3 clusters Score -226972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -226972.906250 Penalty: 776.580688
	Iteration 61Q: 3 clusters Score -226972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -226973.937500 Penalty: 776.580688
	Iteration 62Q: 3 clusters Score -226973.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -226975.171875 Penalty: 776.580688
	Iteration 63Q: 3 clusters Score -226975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -226975.218750 Penalty: 776.580688
	Iteration 64Q: 3 clusters Score -226975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -226975.531250 Penalty: 776.580688
	Iteration 65Q: 3 clusters Score -226975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -226975.328125 Penalty: 776.580688
	Iteration 66Q: 3 clusters Score -226975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -226975.937500 Penalty: 776.580688
	Iteration 67Q: 3 clusters Score -226975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -226976.031250 Penalty: 776.580688
	Iteration 68Q: 3 clusters Score -226976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -226976.875000 Penalty: 776.580688
	Iteration 69Q: 3 clusters Score -226976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -226976.703125 Penalty: 776.580688
	Iteration 70Q: 3 clusters Score -226976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -226977.390625 Penalty: 776.580688
	Iteration 71Q: 3 clusters Score -226977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -226977.296875 Penalty: 776.580688
	Iteration 72Q: 3 clusters Score -226977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -226977.437500 Penalty: 776.580688
	Iteration 73Q: 3 clusters Score -226977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -226977.578125 Penalty: 776.580688
	Iteration 74Q: 3 clusters Score -226977.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -226978.937500 Penalty: 776.580688
	Iteration 75Q: 3 clusters Score -226978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -226978.812500 Penalty: 776.580688
	Iteration 76Q: 3 clusters Score -226978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -226979.109375 Penalty: 776.580688
	Iteration 77Q: 3 clusters Score -226979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -226979.390625 Penalty: 776.580688
	Iteration 78Q: 3 clusters Score -226979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -226979.640625 Penalty: 776.580688
	Iteration 79Q: 3 clusters Score -226979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -226980.171875 Penalty: 776.580688
	Iteration 80F: 3 clusters Score -226980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -226980.859375 Penalty: 776.580688
	Iteration 81Q: 3 clusters Score -226980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -226981.265625 Penalty: 776.580688
	Iteration 82Q: 3 clusters Score -226981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -226981.781250 Penalty: 776.580688
	Iteration 83Q: 3 clusters Score -226981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -226982.843750 Penalty: 776.580688
	Iteration 84Q: 3 clusters Score -226982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -226984.343750 Penalty: 776.580688
	Iteration 85Q: 3 clusters Score -226984.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -226984.515625 Penalty: 776.580688
	Iteration 86Q: 3 clusters Score -226984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -226984.781250 Penalty: 776.580688
	Iteration 87Q: 3 clusters Score -226984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -226984.812500 Penalty: 776.580688
	Iteration 88Q: 3 clusters Score -226984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -226984.859375 Penalty: 776.580688
	Iteration 89Q: 3 clusters Score -226984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -226984.750000 Penalty: 776.580688
	Iteration 90Q: 3 clusters Score -226984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -226984.984375 Penalty: 776.580688
	Iteration 91Q: 3 clusters Score -226985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -226985.156250 Penalty: 776.580688
	Iteration 92Q: 3 clusters Score -226985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -226984.984375 Penalty: 776.580688
	Iteration 93Q: 3 clusters Score -226985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -226984.984375 Penalty: 776.580688
	Iteration 94F: 3 clusters Score -226985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -20445.285156 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -20445.29 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 254 members 
Entering Unmasked Estep 
Score: -19988.750000 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -19988.75 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20166.316406 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -20166.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20212.333984 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -20212.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20265.505859 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -20265.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20298.396484 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -20298.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20335.779297 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -20335.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20407.064453 Penalty: 562.945007
	Iteration 6F: 3 clusters Score -20407.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20520.900391 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -20520.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20594.759766 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -20594.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20652.048828 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -20652.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20766.167969 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -20766.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20793.316406 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -20793.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20822.314453 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -20822.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20844.216797 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -20844.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20844.216797 Penalty: 562.945007
	Iteration 14F: 3 clusters Score -20844.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 349955 members 
Mstep: Class 3 contains 569 members 
Mstep: Class 4 contains 32100 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 108238 members 
Mstep: Class 15 contains 24943 members 
Mstep: Class 16 contains 831 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 285 members 
Entering Unmasked Estep 
Score: -28386694.000000 Penalty: 13938.228516
Splitting cluster 10 changes total score from -28385888.000000 to -28386694.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -7523.146973 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -7523.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7260.300293 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7260.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7322.734375 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -7322.734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7332.000488 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -7332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7335.456543 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -7335.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7338.974609 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -7338.975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7338.974609 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -7338.975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Entering Unmasked Estep 
Score: -1350730.500000 Penalty: 463.702209
	Iteration 0F: 2 clusters Score -1350730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1333011.625000 Penalty: 927.404419
	Iteration 0F: 3 clusters Score -1333012 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1340498.000000 Penalty: 927.404419
	Iteration 1F: 3 clusters Score -1340498 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1341166.625000 Penalty: 927.404419
	Iteration 2F: 3 clusters Score -1341167 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1342236.875000 Penalty: 927.404419
	Iteration 3F: 3 clusters Score -1342237 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1343921.750000 Penalty: 927.404419
	Iteration 4F: 3 clusters Score -1343922 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1346018.625000 Penalty: 927.404419
	Iteration 5F: 3 clusters Score -1346019 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1347696.125000 Penalty: 927.404419
	Iteration 6F: 3 clusters Score -1347696 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1348396.625000 Penalty: 927.404419
	Iteration 7Q: 3 clusters Score -1348397 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1348566.750000 Penalty: 927.404419
	Iteration 8Q: 3 clusters Score -1348567 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -1348642.250000 Penalty: 927.404419
	Iteration 9Q: 3 clusters Score -1348642 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1348699.500000 Penalty: 927.404419
	Iteration 10Q: 3 clusters Score -1348700 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1348751.125000 Penalty: 927.404419
	Iteration 11Q: 3 clusters Score -1348751 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1348811.625000 Penalty: 927.404419
	Iteration 12Q: 3 clusters Score -1348812 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -1348882.125000 Penalty: 927.404419
	Iteration 13Q: 3 clusters Score -1348882 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1348946.000000 Penalty: 927.404419
	Iteration 14Q: 3 clusters Score -1348946 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1349033.375000 Penalty: 927.404419
	Iteration 15Q: 3 clusters Score -1349033 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1349116.875000 Penalty: 927.404419
	Iteration 16Q: 3 clusters Score -1349117 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -1349199.125000 Penalty: 927.404419
	Iteration 17Q: 3 clusters Score -1349199 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -1349279.750000 Penalty: 927.404419
	Iteration 18Q: 3 clusters Score -1349280 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -1349363.500000 Penalty: 927.404419
	Iteration 19Q: 3 clusters Score -1349364 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -1349443.250000 Penalty: 927.404419
	Iteration 20F: 3 clusters Score -1349443 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -1349537.500000 Penalty: 927.404419
	Iteration 21Q: 3 clusters Score -1349538 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -1349632.125000 Penalty: 927.404419
	Iteration 22Q: 3 clusters Score -1349632 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -1349704.625000 Penalty: 927.404419
	Iteration 23Q: 3 clusters Score -1349705 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -1349769.250000 Penalty: 927.404419
	Iteration 24Q: 3 clusters Score -1349769 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -1349840.375000 Penalty: 927.404419
	Iteration 25Q: 3 clusters Score -1349840 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -1349897.125000 Penalty: 927.404419
	Iteration 26Q: 3 clusters Score -1349897 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -1349946.375000 Penalty: 927.404419
	Iteration 27Q: 3 clusters Score -1349946 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -1350011.125000 Penalty: 927.404419
	Iteration 28Q: 3 clusters Score -1350011 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -1350072.125000 Penalty: 927.404419
	Iteration 29Q: 3 clusters Score -1350072 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -1350136.875000 Penalty: 927.404419
	Iteration 30Q: 3 clusters Score -1350137 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -1350190.250000 Penalty: 927.404419
	Iteration 31Q: 3 clusters Score -1350190 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -1350236.500000 Penalty: 927.404419
	Iteration 32Q: 3 clusters Score -1350236 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -1350270.625000 Penalty: 927.404419
	Iteration 33Q: 3 clusters Score -1350271 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -1350305.875000 Penalty: 927.404419
	Iteration 34Q: 3 clusters Score -1350306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -1350337.000000 Penalty: 927.404419
	Iteration 35Q: 3 clusters Score -1350337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1350362.625000 Penalty: 927.404419
	Iteration 36Q: 3 clusters Score -1350363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1350383.125000 Penalty: 927.404419
	Iteration 37Q: 3 clusters Score -1350383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -1350398.125000 Penalty: 927.404419
	Iteration 38Q: 3 clusters Score -1350398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -1350403.125000 Penalty: 927.404419
	Iteration 39Q: 3 clusters Score -1350403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -1350407.375000 Penalty: 927.404419
	Iteration 40F: 3 clusters Score -1350407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -1350413.000000 Penalty: 927.404419
	Iteration 41Q: 3 clusters Score -1350413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -1350425.250000 Penalty: 927.404419
	Iteration 42Q: 3 clusters Score -1350425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -1350428.875000 Penalty: 927.404419
	Iteration 43Q: 3 clusters Score -1350429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -1350433.250000 Penalty: 927.404419
	Iteration 44Q: 3 clusters Score -1350433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -1350440.125000 Penalty: 927.404419
	Iteration 45Q: 3 clusters Score -1350440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -1350445.375000 Penalty: 927.404419
	Iteration 46Q: 3 clusters Score -1350445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -1350445.875000 Penalty: 927.404419
	Iteration 47Q: 3 clusters Score -1350446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -1350446.125000 Penalty: 927.404419
	Iteration 48Q: 3 clusters Score -1350446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -1350447.625000 Penalty: 927.404419
	Iteration 49Q: 3 clusters Score -1350448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -1350452.125000 Penalty: 927.404419
	Iteration 50Q: 3 clusters Score -1350452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -1350455.125000 Penalty: 927.404419
	Iteration 51Q: 3 clusters Score -1350455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -1350465.250000 Penalty: 927.404419
	Iteration 52Q: 3 clusters Score -1350465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -1350472.125000 Penalty: 927.404419
	Iteration 53Q: 3 clusters Score -1350472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -1350472.875000 Penalty: 927.404419
	Iteration 54Q: 3 clusters Score -1350473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -1350476.750000 Penalty: 927.404419
	Iteration 55Q: 3 clusters Score -1350477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -1350481.750000 Penalty: 927.404419
	Iteration 56Q: 3 clusters Score -1350482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1350488.125000 Penalty: 927.404419
	Iteration 57Q: 3 clusters Score -1350488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -1350489.375000 Penalty: 927.404419
	Iteration 58Q: 3 clusters Score -1350489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -1350491.125000 Penalty: 927.404419
	Iteration 59Q: 3 clusters Score -1350491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1350492.750000 Penalty: 927.404419
	Iteration 60F: 3 clusters Score -1350493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -1350494.625000 Penalty: 927.404419
	Iteration 61Q: 3 clusters Score -1350495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -1350497.875000 Penalty: 927.404419
	Iteration 62Q: 3 clusters Score -1350498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -1350496.500000 Penalty: 927.404419
	Iteration 63Q: 3 clusters Score -1350496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -1350496.875000 Penalty: 927.404419
	Iteration 64Q: 3 clusters Score -1350497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -1350496.500000 Penalty: 927.404419
	Iteration 65Q: 3 clusters Score -1350496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -1350496.125000 Penalty: 927.404419
	Iteration 66Q: 3 clusters Score -1350496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -1350495.875000 Penalty: 927.404419
	Iteration 67Q: 3 clusters Score -1350496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -1350496.625000 Penalty: 927.404419
	Iteration 68Q: 3 clusters Score -1350497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -1350496.625000 Penalty: 927.404419
	Iteration 69F: 3 clusters Score -1350497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Entering Unmasked Estep 
Score: -1998826.625000 Penalty: 486.180542
	Iteration 0F: 2 clusters Score -1998827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -1969517.875000 Penalty: 972.361084
	Iteration 0F: 3 clusters Score -1969518 nChanged 21137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -1981870.375000 Penalty: 972.361084
	Iteration 1F: 3 clusters Score -1981870 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -1982380.625000 Penalty: 972.361084
	Iteration 2Q: 3 clusters Score -1982381 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -1983068.500000 Penalty: 972.361084
	Iteration 3Q: 3 clusters Score -1983068 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -1984005.250000 Penalty: 972.361084
	Iteration 4Q: 3 clusters Score -1984005 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1985260.375000 Penalty: 972.361084
	Iteration 5F: 3 clusters Score -1985260 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -1986859.250000 Penalty: 972.361084
	Iteration 6F: 3 clusters Score -1986859 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1988501.500000 Penalty: 972.361084
	Iteration 7F: 3 clusters Score -1988502 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -1989644.125000 Penalty: 972.361084
	Iteration 8Q: 3 clusters Score -1989644 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1990224.750000 Penalty: 972.361084
	Iteration 9Q: 3 clusters Score -1990225 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -1990453.375000 Penalty: 972.361084
	Iteration 10Q: 3 clusters Score -1990453 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1990545.500000 Penalty: 972.361084
	Iteration 11Q: 3 clusters Score -1990546 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1990596.625000 Penalty: 972.361084
	Iteration 12Q: 3 clusters Score -1990597 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1990640.000000 Penalty: 972.361084
	Iteration 13Q: 3 clusters Score -1990640 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1990672.500000 Penalty: 972.361084
	Iteration 14Q: 3 clusters Score -1990672 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1990724.625000 Penalty: 972.361084
	Iteration 15Q: 3 clusters Score -1990725 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1990763.750000 Penalty: 972.361084
	Iteration 16Q: 3 clusters Score -1990764 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1990835.375000 Penalty: 972.361084
	Iteration 17Q: 3 clusters Score -1990835 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1990904.125000 Penalty: 972.361084
	Iteration 18Q: 3 clusters Score -1990904 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1990967.125000 Penalty: 972.361084
	Iteration 19Q: 3 clusters Score -1990967 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1991044.750000 Penalty: 972.361084
	Iteration 20F: 3 clusters Score -1991045 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1991144.875000 Penalty: 972.361084
	Iteration 21Q: 3 clusters Score -1991145 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1991243.875000 Penalty: 972.361084
	Iteration 22Q: 3 clusters Score -1991244 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1991341.750000 Penalty: 972.361084
	Iteration 23Q: 3 clusters Score -1991342 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1991478.750000 Penalty: 972.361084
	Iteration 24Q: 3 clusters Score -1991479 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1991645.250000 Penalty: 972.361084
	Iteration 25Q: 3 clusters Score -1991645 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1991825.750000 Penalty: 972.361084
	Iteration 26Q: 3 clusters Score -1991826 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1992030.875000 Penalty: 972.361084
	Iteration 27Q: 3 clusters Score -1992031 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1992244.750000 Penalty: 972.361084
	Iteration 28Q: 3 clusters Score -1992245 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1992501.875000 Penalty: 972.361084
	Iteration 29Q: 3 clusters Score -1992502 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1992781.125000 Penalty: 972.361084
	Iteration 30Q: 3 clusters Score -1992781 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1993075.375000 Penalty: 972.361084
	Iteration 31Q: 3 clusters Score -1993075 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1993423.000000 Penalty: 972.361084
	Iteration 32Q: 3 clusters Score -1993423 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1993808.625000 Penalty: 972.361084
	Iteration 33Q: 3 clusters Score -1993809 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1994222.875000 Penalty: 972.361084
	Iteration 34Q: 3 clusters Score -1994223 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1994663.625000 Penalty: 972.361084
	Iteration 35Q: 3 clusters Score -1994664 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1995126.500000 Penalty: 972.361084
	Iteration 36Q: 3 clusters Score -1995126 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1995559.375000 Penalty: 972.361084
	Iteration 37Q: 3 clusters Score -1995559 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1996021.000000 Penalty: 972.361084
	Iteration 38Q: 3 clusters Score -1996021 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1996416.250000 Penalty: 972.361084
	Iteration 39Q: 3 clusters Score -1996416 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1996880.625000 Penalty: 972.361084
	Iteration 40F: 3 clusters Score -1996881 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1997314.250000 Penalty: 972.361084
	Iteration 41Q: 3 clusters Score -1997314 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1997639.625000 Penalty: 972.361084
	Iteration 42Q: 3 clusters Score -1997640 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1997908.625000 Penalty: 972.361084
	Iteration 43Q: 3 clusters Score -1997909 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1998103.750000 Penalty: 972.361084
	Iteration 44Q: 3 clusters Score -1998104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1998245.500000 Penalty: 972.361084
	Iteration 45Q: 3 clusters Score -1998246 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1998335.750000 Penalty: 972.361084
	Iteration 46Q: 3 clusters Score -1998336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1998404.375000 Penalty: 972.361084
	Iteration 47Q: 3 clusters Score -1998404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1998456.000000 Penalty: 972.361084
	Iteration 48Q: 3 clusters Score -1998456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1998499.125000 Penalty: 972.361084
	Iteration 49Q: 3 clusters Score -1998499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1998528.375000 Penalty: 972.361084
	Iteration 50Q: 3 clusters Score -1998528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1998548.500000 Penalty: 972.361084
	Iteration 51Q: 3 clusters Score -1998548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1998562.250000 Penalty: 972.361084
	Iteration 52Q: 3 clusters Score -1998562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1998571.500000 Penalty: 972.361084
	Iteration 53Q: 3 clusters Score -1998572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1998582.625000 Penalty: 972.361084
	Iteration 54Q: 3 clusters Score -1998583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1998587.500000 Penalty: 972.361084
	Iteration 55Q: 3 clusters Score -1998588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1998587.000000 Penalty: 972.361084
	Iteration 56Q: 3 clusters Score -1998587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1998585.000000 Penalty: 972.361084
	Iteration 57Q: 3 clusters Score -1998585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1998585.750000 Penalty: 972.361084
	Iteration 58Q: 3 clusters Score -1998586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1998585.250000 Penalty: 972.361084
	Iteration 59Q: 3 clusters Score -1998585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1998586.125000 Penalty: 972.361084
	Iteration 60F: 3 clusters Score -1998586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (108238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108238 members 
Entering Unmasked Estep 
Score: -5299139.000000 Penalty: 527.440002
	Iteration 0F: 2 clusters Score -5299139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -5225929.000000 Penalty: 1054.880005
	Iteration 0F: 3 clusters Score -5225929 nChanged 52947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -5258579.500000 Penalty: 1054.880005
	Iteration 1F: 3 clusters Score -5258580 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5260749.500000 Penalty: 1054.880005
	Iteration 2Q: 3 clusters Score -5260750 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5264902.500000 Penalty: 1054.880005
	Iteration 3F: 3 clusters Score -5264902 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -5272417.500000 Penalty: 1054.880005
	Iteration 4F: 3 clusters Score -5272418 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -5282850.000000 Penalty: 1054.880005
	Iteration 5F: 3 clusters Score -5282850 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -5292100.500000 Penalty: 1054.880005
	Iteration 6F: 3 clusters Score -5292100 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5296783.000000 Penalty: 1054.880005
	Iteration 7Q: 3 clusters Score -5296783 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5298179.000000 Penalty: 1054.880005
	Iteration 8Q: 3 clusters Score -5298179 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5298517.000000 Penalty: 1054.880005
	Iteration 9Q: 3 clusters Score -5298517 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5298599.000000 Penalty: 1054.880005
	Iteration 10Q: 3 clusters Score -5298599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5298659.000000 Penalty: 1054.880005
	Iteration 11Q: 3 clusters Score -5298659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5298685.000000 Penalty: 1054.880005
	Iteration 12Q: 3 clusters Score -5298685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5298695.000000 Penalty: 1054.880005
	Iteration 13Q: 3 clusters Score -5298695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5298709.500000 Penalty: 1054.880005
	Iteration 14Q: 3 clusters Score -5298710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5298714.000000 Penalty: 1054.880005
	Iteration 15Q: 3 clusters Score -5298714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108141 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5298717.000000 Penalty: 1054.880005
	Iteration 16Q: 3 clusters Score -5298717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5298716.500000 Penalty: 1054.880005
	Iteration 17Q: 3 clusters Score -5298716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5298717.000000 Penalty: 1054.880005
	Iteration 18F: 3 clusters Score -5298717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5298718.000000 Penalty: 1054.880005
	Iteration 19Q: 3 clusters Score -5298718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5298718.000000 Penalty: 1054.880005
	Iteration 20F: 3 clusters Score -5298718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Entering Unmasked Estep 
Score: -1268121.125000 Penalty: 460.657867
	Iteration 0F: 2 clusters Score -1268121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1251372.625000 Penalty: 921.315735
	Iteration 0F: 3 clusters Score -1251373 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1258292.625000 Penalty: 921.315735
	Iteration 1F: 3 clusters Score -1258293 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1258681.500000 Penalty: 921.315735
	Iteration 2Q: 3 clusters Score -1258682 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1259284.750000 Penalty: 921.315735
	Iteration 3Q: 3 clusters Score -1259285 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1260148.000000 Penalty: 921.315735
	Iteration 4F: 3 clusters Score -1260148 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1261458.875000 Penalty: 921.315735
	Iteration 5F: 3 clusters Score -1261459 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1263085.000000 Penalty: 921.315735
	Iteration 6F: 3 clusters Score -1263085 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1264486.750000 Penalty: 921.315735
	Iteration 7F: 3 clusters Score -1264487 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1265173.500000 Penalty: 921.315735
	Iteration 8F: 3 clusters Score -1265174 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1265447.625000 Penalty: 921.315735
	Iteration 9Q: 3 clusters Score -1265448 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1265566 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1265631.000000 Penalty: 921.315735
	Iteration 11Q: 3 clusters Score -1265631 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1265673.250000 Penalty: 921.315735
	Iteration 12Q: 3 clusters Score -1265673 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1265709.875000 Penalty: 921.315735
	Iteration 13Q: 3 clusters Score -1265710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1265745.750000 Penalty: 921.315735
	Iteration 14Q: 3 clusters Score -1265746 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1265788.750000 Penalty: 921.315735
	Iteration 15Q: 3 clusters Score -1265789 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1265823.625000 Penalty: 921.315735
	Iteration 16Q: 3 clusters Score -1265824 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1265850 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1265865.250000 Penalty: 921.315735
	Iteration 18Q: 3 clusters Score -1265865 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1265894.125000 Penalty: 921.315735
	Iteration 19Q: 3 clusters Score -1265894 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1265917.500000 Penalty: 921.315735
	Iteration 20F: 3 clusters Score -1265918 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1265941.750000 Penalty: 921.315735
	Iteration 21Q: 3 clusters Score -1265942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1265976.375000 Penalty: 921.315735
	Iteration 22Q: 3 clusters Score -1265976 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1266003.375000 Penalty: 921.315735
	Iteration 23Q: 3 clusters Score -1266003 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1266035.125000 Penalty: 921.315735
	Iteration 24Q: 3 clusters Score -1266035 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1266056.875000 Penalty: 921.315735
	Iteration 25Q: 3 clusters Score -1266057 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1266078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1266099 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1266122.000000 Penalty: 921.315735
	Iteration 28Q: 3 clusters Score -1266122 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1266144.750000 Penalty: 921.315735
	Iteration 29Q: 3 clusters Score -1266145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1266162.375000 Penalty: 921.315735
	Iteration 30Q: 3 clusters Score -1266162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1266181.875000 Penalty: 921.315735
	Iteration 31Q: 3 clusters Score -1266182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1266203.000000 Penalty: 921.315735
	Iteration 32Q: 3 clusters Score -1266203 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1266213.125000 Penalty: 921.315735
	Iteration 33Q: 3 clusters Score -1266213 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1266231.375000 Penalty: 921.315735
	Iteration 34Q: 3 clusters Score -1266231 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1266247.000000 Penalty: 921.315735
	Iteration 35Q: 3 clusters Score -1266247 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1266257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1266268 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1266275.000000 Penalty: 921.315735
	Iteration 38Q: 3 clusters Score -1266275 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1266285 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1266296.375000 Penalty: 921.315735
	Iteration 40F: 3 clusters Score -1266296 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1266304 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1266310 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1266326.750000 Penalty: 921.315735
	Iteration 43Q: 3 clusters Score -1266327 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1266334.500000 Penalty: 921.315735
	Iteration 44Q: 3 clusters Score -1266334 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1266351.750000 Penalty: 921.315735
	Iteration 45Q: 3 clusters Score -1266352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1266367.625000 Penalty: 921.315735
	Iteration 46Q: 3 clusters Score -1266368 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1266378.250000 Penalty: 921.315735
	Iteration 47Q: 3 clusters Score -1266378 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1266391.375000 Penalty: 921.315735
	Iteration 48Q: 3 clusters Score -1266391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1266407.250000 Penalty: 921.315735
	Iteration 49Q: 3 clusters Score -1266407 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1266424.750000 Penalty: 921.315735
	Iteration 50Q: 3 clusters Score -1266425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1266438.375000 Penalty: 921.315735
	Iteration 51Q: 3 clusters Score -1266438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1266460.000000 Penalty: 921.315735
	Iteration 52Q: 3 clusters Score -1266460 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1266480.250000 Penalty: 921.315735
	Iteration 53Q: 3 clusters Score -1266480 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1266508.875000 Penalty: 921.315735
	Iteration 54Q: 3 clusters Score -1266509 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1266543.750000 Penalty: 921.315735
	Iteration 55Q: 3 clusters Score -1266544 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1266573.625000 Penalty: 921.315735
	Iteration 56Q: 3 clusters Score -1266574 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1266606.375000 Penalty: 921.315735
	Iteration 57Q: 3 clusters Score -1266606 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1266643.125000 Penalty: 921.315735
	Iteration 58Q: 3 clusters Score -1266643 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1266683.250000 Penalty: 921.315735
	Iteration 59Q: 3 clusters Score -1266683 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1266715.500000 Penalty: 921.315735
	Iteration 60F: 3 clusters Score -1266716 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1266753.000000 Penalty: 921.315735
	Iteration 61Q: 3 clusters Score -1266753 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1266785.750000 Penalty: 921.315735
	Iteration 62Q: 3 clusters Score -1266786 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1266824.500000 Penalty: 921.315735
	Iteration 63Q: 3 clusters Score -1266824 nChanged 172
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Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1266853.500000 Penalty: 921.315735
	Iteration 64Q: 3 clusters Score -1266854 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1266878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1266902.250000 Penalty: 921.315735
	Iteration 66Q: 3 clusters Score -1266902 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1266931.000000 Penalty: 921.315735
	Iteration 67Q: 3 clusters Score -1266931 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1266954.875000 Penalty: 921.315735
	Iteration 68Q: 3 clusters Score -1266955 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1266985.750000 Penalty: 921.315735
	Iteration 69Q: 3 clusters Score -1266986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1267012.000000 Penalty: 921.315735
	Iteration 70Q: 3 clusters Score -1267012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1267043.500000 Penalty: 921.315735
	Iteration 71Q: 3 clusters Score -1267044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1267066.250000 Penalty: 921.315735
	Iteration 72Q: 3 clusters Score -1267066 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1267095.250000 Penalty: 921.315735
	Iteration 73Q: 3 clusters Score -1267095 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1267116.375000 Penalty: 921.315735
	Iteration 74Q: 3 clusters Score -1267116 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1267139.750000 Penalty: 921.315735
	Iteration 75Q: 3 clusters Score -1267140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1267164.250000 Penalty: 921.315735
	Iteration 76Q: 3 clusters Score -1267164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1267187.750000 Penalty: 921.315735
	Iteration 77Q: 3 clusters Score -1267188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1267217.250000 Penalty: 921.315735
	Iteration 78Q: 3 clusters Score -1267217 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1267247.750000 Penalty: 921.315735
	Iteration 79Q: 3 clusters Score -1267248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1267277.375000 Penalty: 921.315735
	Iteration 80F: 3 clusters Score -1267277 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1267304.500000 Penalty: 921.315735
	Iteration 81Q: 3 clusters Score -1267304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1267338.250000 Penalty: 921.315735
	Iteration 82Q: 3 clusters Score -1267338 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1267372.750000 Penalty: 921.315735
	Iteration 83Q: 3 clusters Score -1267373 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1267395.875000 Penalty: 921.315735
	Iteration 84Q: 3 clusters Score -1267396 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1267434.625000 Penalty: 921.315735
	Iteration 85Q: 3 clusters Score -1267435 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1267462.125000 Penalty: 921.315735
	Iteration 86Q: 3 clusters Score -1267462 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1267488.250000 Penalty: 921.315735
	Iteration 87Q: 3 clusters Score -1267488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1267508.875000 Penalty: 921.315735
	Iteration 88Q: 3 clusters Score -1267509 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1267539.125000 Penalty: 921.315735
	Iteration 89Q: 3 clusters Score -1267539 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1267571.250000 Penalty: 921.315735
	Iteration 90Q: 3 clusters Score -1267571 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1267599.000000 Penalty: 921.315735
	Iteration 91Q: 3 clusters Score -1267599 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1267630.750000 Penalty: 921.315735
	Iteration 92Q: 3 clusters Score -1267631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1267656.000000 Penalty: 921.315735
	Iteration 93Q: 3 clusters Score -1267656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1267681.875000 Penalty: 921.315735
	Iteration 94Q: 3 clusters Score -1267682 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1267697.875000 Penalty: 921.315735
	Iteration 95Q: 3 clusters Score -1267698 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1267713.625000 Penalty: 921.315735
	Iteration 96Q: 3 clusters Score -1267714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1267725.250000 Penalty: 921.315735
	Iteration 97Q: 3 clusters Score -1267725 nChanged 53
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Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1267741.250000 Penalty: 921.315735
	Iteration 98Q: 3 clusters Score -1267741 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1267753.750000 Penalty: 921.315735
	Iteration 99Q: 3 clusters Score -1267754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1267762.375000 Penalty: 921.315735
	Iteration 100F: 3 clusters Score -1267762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1267769.875000 Penalty: 921.315735
	Iteration 101Q: 3 clusters Score -1267770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1267779.625000 Penalty: 921.315735
	Iteration 102Q: 3 clusters Score -1267780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1267782.625000 Penalty: 921.315735
	Iteration 103Q: 3 clusters Score -1267783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1267792.250000 Penalty: 921.315735
	Iteration 104Q: 3 clusters Score -1267792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1267792.375000 Penalty: 921.315735
	Iteration 105Q: 3 clusters Score -1267792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1267795.000000 Penalty: 921.315735
	Iteration 106Q: 3 clusters Score -1267795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1267798.625000 Penalty: 921.315735
	Iteration 107Q: 3 clusters Score -1267799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1267801.375000 Penalty: 921.315735
	Iteration 108Q: 3 clusters Score -1267801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1267801.250000 Penalty: 921.315735
	Iteration 109Q: 3 clusters Score -1267801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1267803.000000 Penalty: 921.315735
	Iteration 110Q: 3 clusters Score -1267803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1267805.125000 Penalty: 921.315735
	Iteration 111Q: 3 clusters Score -1267805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1267805.250000 Penalty: 921.315735
	Iteration 112Q: 3 clusters Score -1267805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1267805.750000 Penalty: 921.315735
	Iteration 113Q: 3 clusters Score -1267806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1267808.500000 Penalty: 921.315735
	Iteration 114Q: 3 clusters Score -1267808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1267809.000000 Penalty: 921.315735
	Iteration 115Q: 3 clusters Score -1267809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1267809.375000 Penalty: 921.315735
	Iteration 116Q: 3 clusters Score -1267809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1267809.375000 Penalty: 921.315735
	Iteration 117Q: 3 clusters Score -1267809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1267810.125000 Penalty: 921.315735
	Iteration 118Q: 3 clusters Score -1267810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1267809.375000 Penalty: 921.315735
	Iteration 119Q: 3 clusters Score -1267809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1267810.125000 Penalty: 921.315735
	Iteration 120F: 3 clusters Score -1267810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1267809.375000 Penalty: 921.315735
	Iteration 121Q: 3 clusters Score -1267809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1267809.375000 Penalty: 921.315735
	Iteration 122F: 3 clusters Score -1267809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -31267.750000 Penalty: 305.879669
	Iteration 0F: 2 clusters Score -31267.75 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 399 members 
Entering Unmasked Estep 
Score: -30599.298828 Penalty: 611.759338
	Iteration 0F: 3 clusters Score -30599.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31028.740234 Penalty: 611.759338
	Iteration 1F: 3 clusters Score -31028.74 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31387.544922 Penalty: 611.759338
	Iteration 2F: 3 clusters Score -31387.54 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31730.554688 Penalty: 611.759338
	Iteration 3F: 3 clusters Score -31730.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31814.109375 Penalty: 611.759338
	Iteration 4F: 3 clusters Score -31814.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31858.003906 Penalty: 611.759338
	Iteration 5Q: 3 clusters Score -31858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31868.949219 Penalty: 611.759338
	Iteration 6Q: 3 clusters Score -31868.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31877.564453 Penalty: 611.759338
	Iteration 7Q: 3 clusters Score -31877.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31882.041016 Penalty: 611.759338
	Iteration 8Q: 3 clusters Score -31882.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31882.228516 Penalty: 611.759338
	Iteration 9Q: 3 clusters Score -31882.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31882.314453 Penalty: 611.759338
	Iteration 10Q: 3 clusters Score -31882.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31882.314453 Penalty: 611.759338
	Iteration 11F: 3 clusters Score -31882.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 349955 members 
Mstep: Class 3 contains 569 members 
Mstep: Class 4 contains 32100 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 108238 members 
Mstep: Class 15 contains 24943 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 285 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
Score: -28387016.000000 Penalty: 14544.239258
Splitting cluster 16 changes total score from -28385888.000000 to -28387016.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -28948.410156 Penalty: 296.554047
	Iteration 0F: 2 clusters Score -28948.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28336.199219 Penalty: 593.108093
	Iteration 0F: 3 clusters Score -28336.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28515.867188 Penalty: 593.108093
	Iteration 1F: 3 clusters Score -28515.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28554.935547 Penalty: 593.108093
	Iteration 2F: 3 clusters Score -28554.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28569.023438 Penalty: 593.108093
	Iteration 3Q: 3 clusters Score -28569.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28575.425781 Penalty: 593.108093
	Iteration 4Q: 3 clusters Score -28575.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28586.121094 Penalty: 593.108093
	Iteration 5Q: 3 clusters Score -28586.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28601.875000 Penalty: 593.108093
	Iteration 6Q: 3 clusters Score -28601.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28637.957031 Penalty: 593.108093
	Iteration 7Q: 3 clusters Score -28637.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28657.892578 Penalty: 593.108093
	Iteration 8Q: 3 clusters Score -28657.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28669.925781 Penalty: 593.108093
	Iteration 9Q: 3 clusters Score -28669.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28680.398438 Penalty: 593.108093
	Iteration 10Q: 3 clusters Score -28680.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28688.904297 Penalty: 593.108093
	Iteration 11Q: 3 clusters Score -28688.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28696.480469 Penalty: 593.108093
	Iteration 12Q: 3 clusters Score -28696.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28702.621094 Penalty: 593.108093
	Iteration 13Q: 3 clusters Score -28702.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28707.287109 Penalty: 593.108093
	Iteration 14Q: 3 clusters Score -28707.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28715.646484 Penalty: 593.108093
	Iteration 15Q: 3 clusters Score -28715.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28726.949219 Penalty: 593.108093
	Iteration 16Q: 3 clusters Score -28726.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28739.919922 Penalty: 593.108093
	Iteration 17Q: 3 clusters Score -28739.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28745.482422 Penalty: 593.108093
	Iteration 18Q: 3 clusters Score -28745.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28747.230469 Penalty: 593.108093
	Iteration 19Q: 3 clusters Score -28747.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28747.386719 Penalty: 593.108093
	Iteration 20F: 3 clusters Score -28747.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28749.128906 Penalty: 593.108093
	Iteration 21Q: 3 clusters Score -28749.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28749.732422 Penalty: 593.108093
	Iteration 22Q: 3 clusters Score -28749.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28750.404297 Penalty: 593.108093
	Iteration 23Q: 3 clusters Score -28750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28750.937500 Penalty: 593.108093
	Iteration 24Q: 3 clusters Score -28750.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28751.285156 Penalty: 593.108093
	Iteration 25Q: 3 clusters Score -28751.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28751.285156 Penalty: 593.108093
	Iteration 26F: 3 clusters Score -28751.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -48154.640625 Penalty: 320.820038
	Iteration 0F: 2 clusters Score -48154.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -47270.867188 Penalty: 641.640076
	Iteration 0F: 3 clusters Score -47270.87 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -47602.941406 Penalty: 641.640076
	Iteration 1F: 3 clusters Score -47602.94 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -47803.164062 Penalty: 641.640076
	Iteration 2F: 3 clusters Score -47803.16 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -48020.933594 Penalty: 641.640076
	Iteration 3F: 3 clusters Score -48020.93 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -48143.250000 Penalty: 641.640076
	Iteration 4F: 3 clusters Score -48143.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -48216.085938 Penalty: 641.640076
	Iteration 5Q: 3 clusters Score -48216.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -48278.328125 Penalty: 641.640076
	Iteration 6Q: 3 clusters Score -48278.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -48323.792969 Penalty: 641.640076
	Iteration 7Q: 3 clusters Score -48323.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -48364.414062 Penalty: 641.640076
	Iteration 8Q: 3 clusters Score -48364.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -48410.230469 Penalty: 641.640076
	Iteration 9Q: 3 clusters Score -48410.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -48438.667969 Penalty: 641.640076
	Iteration 10Q: 3 clusters Score -48438.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -48450.144531 Penalty: 641.640076
	Iteration 11Q: 3 clusters Score -48450.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -48458.101562 Penalty: 641.640076
	Iteration 12Q: 3 clusters Score -48458.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -48467.890625 Penalty: 641.640076
	Iteration 13Q: 3 clusters Score -48467.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -48469.335938 Penalty: 641.640076
	Iteration 14Q: 3 clusters Score -48469.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -48469.742188 Penalty: 641.640076
	Iteration 15Q: 3 clusters Score -48469.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -48470.093750 Penalty: 641.640076
	Iteration 16Q: 3 clusters Score -48470.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -48470.093750 Penalty: 641.640076
	Iteration 17F: 3 clusters Score -48470.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 349955 members 
Mstep: Class 3 contains 569 members 
Mstep: Class 4 contains 32100 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 108238 members 
Mstep: Class 15 contains 24943 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 228 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 285 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 926 members 
Entering Unmasked Estep 
Score: -28387038.000000 Penalty: 15150.249023
Splitting cluster 18 changes total score from -28385888.000000 to -28387038.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -22224.625000 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -22224.62 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 239 members 
Entering Unmasked Estep 
Score: -21750.015625 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -21750.02 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21848.304688 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -21848.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21871.132812 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -21871.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21888.318359 Penalty: 562.569763
	Iteration 3Q: 3 clusters Score -21888.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21898.587891 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -21898.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21904.074219 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -21904.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21907.054688 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -21907.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21907.593750 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -21907.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21907.593750 Penalty: 562.569763
	Iteration 8F: 3 clusters Score -21907.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -116053.523438 Penalty: 354.003784
	Iteration 0F: 2 clusters Score -116053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -114362.015625 Penalty: 708.007568
	Iteration 0F: 3 clusters Score -114362 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -114994.632812 Penalty: 708.007568
	Iteration 1F: 3 clusters Score -114994.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -115123.546875 Penalty: 708.007568
	Iteration 2F: 3 clusters Score -115123.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -115234.812500 Penalty: 708.007568
	Iteration 3F: 3 clusters Score -115234.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -115371.257812 Penalty: 708.007568
	Iteration 4F: 3 clusters Score -115371.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -115534.265625 Penalty: 708.007568
	Iteration 5F: 3 clusters Score -115534.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -115649.054688 Penalty: 708.007568
	Iteration 6F: 3 clusters Score -115649.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -115727.070312 Penalty: 708.007568
	Iteration 7Q: 3 clusters Score -115727.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -115779.640625 Penalty: 708.007568
	Iteration 8Q: 3 clusters Score -115779.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -115816.960938 Penalty: 708.007568
	Iteration 9Q: 3 clusters Score -115817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -115838.335938 Penalty: 708.007568
	Iteration 10Q: 3 clusters Score -115838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -115845.125000 Penalty: 708.007568
	Iteration 11Q: 3 clusters Score -115845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -115849.468750 Penalty: 708.007568
	Iteration 12Q: 3 clusters Score -115849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -115850.039062 Penalty: 708.007568
	Iteration 13Q: 3 clusters Score -115850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -115850.039062 Penalty: 708.007568
	Iteration 14F: 3 clusters Score -115850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 349955 members 
Mstep: Class 3 contains 569 members 
Mstep: Class 4 contains 32100 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 108238 members 
Mstep: Class 15 contains 24943 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 228 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387144.000000 Penalty: 15150.249023
Iteration 79Q: 26 clusters Score -2.838714e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 349956 members 
Mstep: Class 3 contains 569 members 
Mstep: Class 4 contains 32083 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 200 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 26669 members 
Mstep: Class 13 contains 43679 members 
Mstep: Class 14 contains 108259 members 
Mstep: Class 15 contains 24986 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 483 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 173 members 
Mstep: Class 25 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387378.000000 Penalty: 15150.249023
Iteration 80F: 26 clusters Score -2.838738e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 349880 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 32065 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 5086 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 26664 members 
Mstep: Class 13 contains 43604 members 
Mstep: Class 14 contains 108223 members 
Mstep: Class 15 contains 25035 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 284 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387594.000000 Penalty: 15150.249023
Iteration 81Q: 26 clusters Score -2.838759e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 349823 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 32041 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 188 members 
Mstep: Class 12 contains 26662 members 
Mstep: Class 13 contains 43564 members 
Mstep: Class 14 contains 108201 members 
Mstep: Class 15 contains 25072 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387732.000000 Penalty: 15150.249023
Iteration 82Q: 26 clusters Score -2.838773e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 349796 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 32015 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5088 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 191 members 
Mstep: Class 12 contains 26659 members 
Mstep: Class 13 contains 43532 members 
Mstep: Class 14 contains 108186 members 
Mstep: Class 15 contains 25096 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 166 members 
Mstep: Class 25 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387794.000000 Penalty: 15150.249023
Iteration 83Q: 26 clusters Score -2.838779e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 349776 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31996 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 2388 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5093 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 26656 members 
Mstep: Class 13 contains 43490 members 
Mstep: Class 14 contains 108177 members 
Mstep: Class 15 contains 25128 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 313 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 161 members 
Mstep: Class 25 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387838.000000 Penalty: 15150.249023
Iteration 84Q: 26 clusters Score -2.838784e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 349771 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31982 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5098 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 197 members 
Mstep: Class 12 contains 26650 members 
Mstep: Class 13 contains 43454 members 
Mstep: Class 14 contains 108167 members 
Mstep: Class 15 contains 25146 members 
Mstep: Class 16 contains 662 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 319 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 160 members 
Mstep: Class 25 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387848.000000 Penalty: 15150.249023
Iteration 85Q: 26 clusters Score -2.838785e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 349782 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31967 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5101 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 26641 members 
Mstep: Class 13 contains 43441 members 
Mstep: Class 14 contains 108161 members 
Mstep: Class 15 contains 25164 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387846.000000 Penalty: 15150.249023
Iteration 86Q: 26 clusters Score -2.838785e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 349793 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31958 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 200 members 
Mstep: Class 12 contains 26629 members 
Mstep: Class 13 contains 43423 members 
Mstep: Class 14 contains 108150 members 
Mstep: Class 15 contains 25177 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387836.000000 Penalty: 15150.249023
Iteration 87Q: 26 clusters Score -2.838784e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 349811 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31946 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2370 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5110 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 202 members 
Mstep: Class 12 contains 26621 members 
Mstep: Class 13 contains 43397 members 
Mstep: Class 14 contains 108130 members 
Mstep: Class 15 contains 25185 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 334 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387854.000000 Penalty: 15150.249023
Iteration 88Q: 26 clusters Score -2.838785e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 349828 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31936 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5111 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26609 members 
Mstep: Class 13 contains 43382 members 
Mstep: Class 14 contains 108119 members 
Mstep: Class 15 contains 25194 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387868.000000 Penalty: 15150.249023
Iteration 89Q: 26 clusters Score -2.838787e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 349844 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31931 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26604 members 
Mstep: Class 13 contains 43363 members 
Mstep: Class 14 contains 108103 members 
Mstep: Class 15 contains 25206 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387888.000000 Penalty: 15150.249023
Iteration 90Q: 26 clusters Score -2.838789e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 349852 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31930 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26602 members 
Mstep: Class 13 contains 43347 members 
Mstep: Class 14 contains 108101 members 
Mstep: Class 15 contains 25218 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387886.000000 Penalty: 15150.249023
Iteration 91Q: 26 clusters Score -2.838789e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 349849 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31928 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26602 members 
Mstep: Class 13 contains 43336 members 
Mstep: Class 14 contains 108098 members 
Mstep: Class 15 contains 25227 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387896.000000 Penalty: 15150.249023
Iteration 92Q: 26 clusters Score -2.83879e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 349844 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31927 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5113 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26601 members 
Mstep: Class 13 contains 43331 members 
Mstep: Class 14 contains 108098 members 
Mstep: Class 15 contains 25236 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387912.000000 Penalty: 15150.249023
Iteration 93Q: 26 clusters Score -2.838791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 349835 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31925 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5116 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26601 members 
Mstep: Class 13 contains 43324 members 
Mstep: Class 14 contains 108095 members 
Mstep: Class 15 contains 25247 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387880.000000 Penalty: 15150.249023
Iteration 94Q: 26 clusters Score -2.838788e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 349830 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31923 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26600 members 
Mstep: Class 13 contains 43315 members 
Mstep: Class 14 contains 108088 members 
Mstep: Class 15 contains 25258 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387888.000000 Penalty: 15150.249023
Iteration 95Q: 26 clusters Score -2.838789e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 349827 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31920 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26601 members 
Mstep: Class 13 contains 43305 members 
Mstep: Class 14 contains 108084 members 
Mstep: Class 15 contains 25266 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387906.000000 Penalty: 15150.249023
Iteration 96Q: 26 clusters Score -2.838791e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 349823 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31917 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26601 members 
Mstep: Class 13 contains 43298 members 
Mstep: Class 14 contains 108079 members 
Mstep: Class 15 contains 25273 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387924.000000 Penalty: 15150.249023
Iteration 97Q: 26 clusters Score -2.838792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 349819 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31918 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26601 members 
Mstep: Class 13 contains 43297 members 
Mstep: Class 14 contains 108076 members 
Mstep: Class 15 contains 25277 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387938.000000 Penalty: 15150.249023
Iteration 98Q: 26 clusters Score -2.838794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 349816 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31918 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26600 members 
Mstep: Class 13 contains 43294 members 
Mstep: Class 14 contains 108075 members 
Mstep: Class 15 contains 25281 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387928.000000 Penalty: 15150.249023
Iteration 99Q: 26 clusters Score -2.838793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 349810 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31920 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26598 members 
Mstep: Class 13 contains 43293 members 
Mstep: Class 14 contains 108074 members 
Mstep: Class 15 contains 25287 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387942.000000 Penalty: 15150.249023
Iteration 100F: 26 clusters Score -2.838794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 349804 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31921 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 43292 members 
Mstep: Class 14 contains 108075 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387934.000000 Penalty: 15150.249023
Iteration 101Q: 26 clusters Score -2.838793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 349793 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31921 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 43290 members 
Mstep: Class 14 contains 108076 members 
Mstep: Class 15 contains 25300 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387960.000000 Penalty: 15150.249023
Iteration 102Q: 26 clusters Score -2.838796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 349779 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31921 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108076 members 
Mstep: Class 15 contains 25310 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387950.000000 Penalty: 15150.249023
Iteration 103Q: 26 clusters Score -2.838795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 349767 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31921 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26594 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 108075 members 
Mstep: Class 15 contains 25320 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387960.000000 Penalty: 15150.249023
Iteration 104Q: 26 clusters Score -2.838796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 349763 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31920 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26591 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 108074 members 
Mstep: Class 15 contains 25328 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387962.000000 Penalty: 15150.249023
Iteration 105Q: 26 clusters Score -2.838796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 349759 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31920 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 108074 members 
Mstep: Class 15 contains 25332 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387964.000000 Penalty: 15150.249023
Iteration 106Q: 26 clusters Score -2.838796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349753 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31919 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26587 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 108074 members 
Mstep: Class 15 contains 25338 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387968.000000 Penalty: 15150.249023
Iteration 107Q: 26 clusters Score -2.838797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349751 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31918 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26584 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 108074 members 
Mstep: Class 15 contains 25344 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387986.000000 Penalty: 15150.249023
Iteration 108Q: 26 clusters Score -2.838799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349752 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31916 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26581 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 108074 members 
Mstep: Class 15 contains 25349 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387984.000000 Penalty: 15150.249023
Iteration 109Q: 26 clusters Score -2.838798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349752 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31915 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26578 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 108074 members 
Mstep: Class 15 contains 25353 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387986.000000 Penalty: 15150.249023
Iteration 110Q: 26 clusters Score -2.838799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349753 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31913 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26577 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 108072 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387988.000000 Penalty: 15150.249023
Iteration 111Q: 26 clusters Score -2.838799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349760 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31906 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26575 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108071 members 
Mstep: Class 15 contains 25362 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387984.000000 Penalty: 15150.249023
Iteration 112Q: 26 clusters Score -2.838798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349758 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31903 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26574 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108069 members 
Mstep: Class 15 contains 25371 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387960.000000 Penalty: 15150.249023
Iteration 113Q: 26 clusters Score -2.838796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349752 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31902 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26572 members 
Mstep: Class 13 contains 43290 members 
Mstep: Class 14 contains 108069 members 
Mstep: Class 15 contains 25379 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387958.000000 Penalty: 15150.249023
Iteration 114Q: 26 clusters Score -2.838796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349755 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31903 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26569 members 
Mstep: Class 13 contains 43290 members 
Mstep: Class 14 contains 108066 members 
Mstep: Class 15 contains 25381 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387958.000000 Penalty: 15150.249023
Iteration 115Q: 26 clusters Score -2.838796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349758 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31903 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26565 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108064 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387956.000000 Penalty: 15150.249023
Iteration 116Q: 26 clusters Score -2.838796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349761 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31902 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26563 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25388 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387962.000000 Penalty: 15150.249023
Iteration 117Q: 26 clusters Score -2.838796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349763 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26561 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25389 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387956.000000 Penalty: 15150.249023
Iteration 118Q: 26 clusters Score -2.838796e+07 nChanged 2
Entering ConstructFrom: 
Score: -28387956.000000 Penalty: 15150.249023
Entering ConstructFrom: 
Trying to split cluster 1 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -231775.875000 Penalty: 385.160095
	Iteration 0F: 2 clusters Score -231775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -228599.390625 Penalty: 770.320190
	Iteration 0F: 3 clusters Score -228599.4 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -229717.015625 Penalty: 770.320190
	Iteration 1F: 3 clusters Score -229717 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -229828.250000 Penalty: 770.320190
	Iteration 2F: 3 clusters Score -229828.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -229910.937500 Penalty: 770.320190
	Iteration 3Q: 3 clusters Score -229910.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -229994.562500 Penalty: 770.320190
	Iteration 4Q: 3 clusters Score -229994.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -230111.984375 Penalty: 770.320190
	Iteration 5Q: 3 clusters Score -230112 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -230256.859375 Penalty: 770.320190
	Iteration 6F: 3 clusters Score -230256.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -230425.468750 Penalty: 770.320190
	Iteration 7F: 3 clusters Score -230425.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -230614.953125 Penalty: 770.320190
	Iteration 8F: 3 clusters Score -230615 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -230830.140625 Penalty: 770.320190
	Iteration 9F: 3 clusters Score -230830.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -230997.015625 Penalty: 770.320190
	Iteration 10Q: 3 clusters Score -230997 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -231122.453125 Penalty: 770.320190
	Iteration 11Q: 3 clusters Score -231122.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -231213.140625 Penalty: 770.320190
	Iteration 12Q: 3 clusters Score -231213.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -231277.281250 Penalty: 770.320190
	Iteration 13Q: 3 clusters Score -231277.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -231328.921875 Penalty: 770.320190
	Iteration 14Q: 3 clusters Score -231328.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -231373.109375 Penalty: 770.320190
	Iteration 15Q: 3 clusters Score -231373.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -231418.453125 Penalty: 770.320190
	Iteration 16Q: 3 clusters Score -231418.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -231447.203125 Penalty: 770.320190
	Iteration 17Q: 3 clusters Score -231447.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -231456.875000 Penalty: 770.320190
	Iteration 18Q: 3 clusters Score -231456.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -231469.265625 Penalty: 770.320190
	Iteration 19Q: 3 clusters Score -231469.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -231477.437500 Penalty: 770.320190
	Iteration 20F: 3 clusters Score -231477.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -231483.953125 Penalty: 770.320190
	Iteration 21Q: 3 clusters Score -231484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -231488.640625 Penalty: 770.320190
	Iteration 22Q: 3 clusters Score -231488.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -231493.656250 Penalty: 770.320190
	Iteration 23Q: 3 clusters Score -231493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -231497.281250 Penalty: 770.320190
	Iteration 24Q: 3 clusters Score -231497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -231499.703125 Penalty: 770.320190
	Iteration 25Q: 3 clusters Score -231499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -231500.921875 Penalty: 770.320190
	Iteration 26Q: 3 clusters Score -231500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -231504.390625 Penalty: 770.320190
	Iteration 27Q: 3 clusters Score -231504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -231508.937500 Penalty: 770.320190
	Iteration 28Q: 3 clusters Score -231508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -231509.968750 Penalty: 770.320190
	Iteration 29Q: 3 clusters Score -231510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -231510.515625 Penalty: 770.320190
	Iteration 30Q: 3 clusters Score -231510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -231510.515625 Penalty: 770.320190
	Iteration 31F: 3 clusters Score -231510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (349763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349763 members 
Entering Unmasked Estep 
Score: -16665090.000000 Penalty: 580.807983
	Iteration 0F: 2 clusters Score -1.666509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174631 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -16436517.000000 Penalty: 1161.615967
	Iteration 0F: 3 clusters Score -1.643652e+07 nChanged 172792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 195574 members 
Entering Unmasked Estep 
Score: -16541764.000000 Penalty: 1161.615967
	Iteration 1F: 3 clusters Score -1.654176e+07 nChanged 18617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140734 members 
Mstep: Class 2 contains 209029 members 
Entering Unmasked Estep 
Score: -16548631.000000 Penalty: 1161.615967
	Iteration 2F: 3 clusters Score -1.654863e+07 nChanged 23662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 228481 members 
Entering Unmasked Estep 
Score: -16560523.000000 Penalty: 1161.615967
	Iteration 3F: 3 clusters Score -1.656052e+07 nChanged 27295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 253060 members 
Entering Unmasked Estep 
Score: -16579749.000000 Penalty: 1161.615967
	Iteration 4F: 3 clusters Score -1.657975e+07 nChanged 26869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 277799 members 
Entering Unmasked Estep 
Score: -16603287.000000 Penalty: 1161.615967
	Iteration 5F: 3 clusters Score -1.660329e+07 nChanged 21309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 296890 members 
Entering Unmasked Estep 
Score: -16628949.000000 Penalty: 1161.615967
	Iteration 6F: 3 clusters Score -1.662895e+07 nChanged 14691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 310163 members 
Entering Unmasked Estep 
Score: -16645341.000000 Penalty: 1161.615967
	Iteration 7Q: 3 clusters Score -1.664534e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 320908 members 
Entering Unmasked Estep 
Score: -16653990.000000 Penalty: 1161.615967
	Iteration 8Q: 3 clusters Score -1.665399e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 330342 members 
Entering Unmasked Estep 
Score: -16659125.000000 Penalty: 1161.615967
	Iteration 9Q: 3 clusters Score -1.665912e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 338025 members 
Entering Unmasked Estep 
Score: -16662142.000000 Penalty: 1161.615967
	Iteration 10Q: 3 clusters Score -1.666214e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 343292 members 
Entering Unmasked Estep 
Score: -16663678.000000 Penalty: 1161.615967
	Iteration 11Q: 3 clusters Score -1.666368e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 346327 members 
Entering Unmasked Estep 
Score: -16664268.000000 Penalty: 1161.615967
	Iteration 12Q: 3 clusters Score -1.666427e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 347915 members 
Entering Unmasked Estep 
Score: -16664442.000000 Penalty: 1161.615967
	Iteration 13Q: 3 clusters Score -1.666444e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 348661 members 
Entering Unmasked Estep 
Score: -16664696.000000 Penalty: 1161.615967
	Iteration 14Q: 3 clusters Score -1.66647e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 349021 members 
Entering Unmasked Estep 
Score: -16664709.000000 Penalty: 1161.615967
	Iteration 15Q: 3 clusters Score -1.666471e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 349185 members 
Entering Unmasked Estep 
Score: -16664755.000000 Penalty: 1161.615967
	Iteration 16Q: 3 clusters Score -1.666476e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 349283 members 
Entering Unmasked Estep 
Score: -16664772.000000 Penalty: 1161.615967
	Iteration 17Q: 3 clusters Score -1.666477e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 349336 members 
Entering Unmasked Estep 
Score: -16664761.000000 Penalty: 1161.615967
	Iteration 18Q: 3 clusters Score -1.666476e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 349360 members 
Entering Unmasked Estep 
Score: -16664766.000000 Penalty: 1161.615967
	Iteration 19Q: 3 clusters Score -1.666477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 349378 members 
Entering Unmasked Estep 
Score: -16664774.000000 Penalty: 1161.615967
	Iteration 20F: 3 clusters Score -1.666477e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 349384 members 
Entering Unmasked Estep 
Score: -16664793.000000 Penalty: 1161.615967
	Iteration 21Q: 3 clusters Score -1.666479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 349393 members 
Entering Unmasked Estep 
Score: -16664797.000000 Penalty: 1161.615967
	Iteration 22Q: 3 clusters Score -1.66648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 349398 members 
Entering Unmasked Estep 
Score: -16664797.000000 Penalty: 1161.615967
	Iteration 23Q: 3 clusters Score -1.66648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 349401 members 
Entering Unmasked Estep 
Score: -16664788.000000 Penalty: 1161.615967
	Iteration 24Q: 3 clusters Score -1.666479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 349400 members 
Entering Unmasked Estep 
Score: -16664811.000000 Penalty: 1161.615967
	Iteration 25Q: 3 clusters Score -1.666481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 349391 members 
Entering Unmasked Estep 
Score: -16664815.000000 Penalty: 1161.615967
	Iteration 26Q: 3 clusters Score -1.666482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 349381 members 
Entering Unmasked Estep 
Score: -16664807.000000 Penalty: 1161.615967
	Iteration 27Q: 3 clusters Score -1.666481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 349379 members 
Entering Unmasked Estep 
Score: -16664802.000000 Penalty: 1161.615967
	Iteration 28Q: 3 clusters Score -1.66648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 349379 members 
Entering Unmasked Estep 
Score: -16664800.000000 Penalty: 1161.615967
	Iteration 29Q: 3 clusters Score -1.66648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 349383 members 
Entering Unmasked Estep 
Score: -16664801.000000 Penalty: 1161.615967
	Iteration 30Q: 3 clusters Score -1.66648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 349385 members 
Entering Unmasked Estep 
Score: -16664795.000000 Penalty: 1161.615967
	Iteration 31Q: 3 clusters Score -1.66648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 349385 members 
Entering Unmasked Estep 
Score: -16664795.000000 Penalty: 1161.615967
	Iteration 32F: 3 clusters Score -1.66648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -22116.960938 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -22116.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21600.634766 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -21600.63 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21781.404297 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -21781.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21840.996094 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -21841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21890.921875 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -21890.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21938.472656 Penalty: 576.489929
	Iteration 4F: 3 clusters Score -21938.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21984.201172 Penalty: 576.489929
	Iteration 5F: 3 clusters Score -21984.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22027.960938 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -22027.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22065.314453 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -22065.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22082.123047 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -22082.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22094.492188 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -22094.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22106.656250 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -22106.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22115.355469 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -22115.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22119.666016 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -22119.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22127.134766 Penalty: 576.489929
	Iteration 13Q: 3 clusters Score -22127.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22133.671875 Penalty: 576.489929
	Iteration 14Q: 3 clusters Score -22133.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22143.177734 Penalty: 576.489929
	Iteration 15Q: 3 clusters Score -22143.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22157.275391 Penalty: 576.489929
	Iteration 16Q: 3 clusters Score -22157.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22171.601562 Penalty: 576.489929
	Iteration 17Q: 3 clusters Score -22171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22179.783203 Penalty: 576.489929
	Iteration 18Q: 3 clusters Score -22179.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22186.878906 Penalty: 576.489929
	Iteration 19Q: 3 clusters Score -22186.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22194.146484 Penalty: 576.489929
	Iteration 20F: 3 clusters Score -22194.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22199.982422 Penalty: 576.489929
	Iteration 21Q: 3 clusters Score -22199.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22207.585938 Penalty: 576.489929
	Iteration 22Q: 3 clusters Score -22207.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22223.681641 Penalty: 576.489929
	Iteration 23Q: 3 clusters Score -22223.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22247.255859 Penalty: 576.489929
	Iteration 24Q: 3 clusters Score -22247.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22278.242188 Penalty: 576.489929
	Iteration 25Q: 3 clusters Score -22278.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22286.375000 Penalty: 576.489929
	Iteration 26Q: 3 clusters Score -22286.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22291.490234 Penalty: 576.489929
	Iteration 27Q: 3 clusters Score -22291.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22296.669922 Penalty: 576.489929
	Iteration 28Q: 3 clusters Score -22296.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22304.554688 Penalty: 576.489929
	Iteration 29Q: 3 clusters Score -22304.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22309.121094 Penalty: 576.489929
	Iteration 30Q: 3 clusters Score -22309.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22312.265625 Penalty: 576.489929
	Iteration 31Q: 3 clusters Score -22312.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22313.021484 Penalty: 576.489929
	Iteration 32Q: 3 clusters Score -22313.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22314.234375 Penalty: 576.489929
	Iteration 33Q: 3 clusters Score -22314.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22316.277344 Penalty: 576.489929
	Iteration 34Q: 3 clusters Score -22316.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22317.431641 Penalty: 576.489929
	Iteration 35Q: 3 clusters Score -22317.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22319.673828 Penalty: 576.489929
	Iteration 36Q: 3 clusters Score -22319.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22321.523438 Penalty: 576.489929
	Iteration 37Q: 3 clusters Score -22321.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22322.822266 Penalty: 576.489929
	Iteration 38Q: 3 clusters Score -22322.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22323.597656 Penalty: 576.489929
	Iteration 39Q: 3 clusters Score -22323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22323.988281 Penalty: 576.489929
	Iteration 40F: 3 clusters Score -22323.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22324.419922 Penalty: 576.489929
	Iteration 41Q: 3 clusters Score -22324.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22324.859375 Penalty: 576.489929
	Iteration 42Q: 3 clusters Score -22324.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22325.037109 Penalty: 576.489929
	Iteration 43Q: 3 clusters Score -22325.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22325.140625 Penalty: 576.489929
	Iteration 44Q: 3 clusters Score -22325.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22325.140625 Penalty: 576.489929
	Iteration 45F: 3 clusters Score -22325.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349763 members 
Mstep: Class 3 contains 315 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26560 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25390 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 249 members 
Entering Unmasked Estep 
Score: -28387842.000000 Penalty: 15756.258789
Splitting cluster 3 changes total score from -28387956.000000 to -28387842.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (31901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Entering Unmasked Estep 
Score: -1621129.125000 Penalty: 471.852875
	Iteration 0F: 2 clusters Score -1621129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1599772.750000 Penalty: 943.705750
	Iteration 0F: 3 clusters Score -1599773 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1609100.125000 Penalty: 943.705750
	Iteration 1F: 3 clusters Score -1609100 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1609873.500000 Penalty: 943.705750
	Iteration 2F: 3 clusters Score -1609874 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -1611144.125000 Penalty: 943.705750
	Iteration 3F: 3 clusters Score -1611144 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -1613037.375000 Penalty: 943.705750
	Iteration 4F: 3 clusters Score -1613037 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -1615310.500000 Penalty: 943.705750
	Iteration 5F: 3 clusters Score -1615310 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -1617404.625000 Penalty: 943.705750
	Iteration 6F: 3 clusters Score -1617405 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -1618787.375000 Penalty: 943.705750
	Iteration 7Q: 3 clusters Score -1618787 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -1619628.875000 Penalty: 943.705750
	Iteration 8Q: 3 clusters Score -1619629 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -1620157.875000 Penalty: 943.705750
	Iteration 9Q: 3 clusters Score -1620158 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -1620431.375000 Penalty: 943.705750
	Iteration 10Q: 3 clusters Score -1620431 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -1620546.750000 Penalty: 943.705750
	Iteration 11Q: 3 clusters Score -1620547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -1620623.250000 Penalty: 943.705750
	Iteration 12Q: 3 clusters Score -1620623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -1620673.375000 Penalty: 943.705750
	Iteration 13Q: 3 clusters Score -1620673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -1620707.125000 Penalty: 943.705750
	Iteration 14Q: 3 clusters Score -1620707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -1620722.625000 Penalty: 943.705750
	Iteration 15Q: 3 clusters Score -1620723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -1620739.750000 Penalty: 943.705750
	Iteration 16Q: 3 clusters Score -1620740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -1620752.625000 Penalty: 943.705750
	Iteration 17Q: 3 clusters Score -1620753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -1620754.000000 Penalty: 943.705750
	Iteration 18Q: 3 clusters Score -1620754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -1620754.000000 Penalty: 943.705750
	Iteration 19F: 3 clusters Score -1620754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -98279.726562 Penalty: 346.022705
	Iteration 0F: 2 clusters Score -98279.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -96842.054688 Penalty: 692.045410
	Iteration 0F: 3 clusters Score -96842.05 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -97310.265625 Penalty: 692.045410
	Iteration 1F: 3 clusters Score -97310.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -97365.984375 Penalty: 692.045410
	Iteration 2F: 3 clusters Score -97365.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -97403.843750 Penalty: 692.045410
	Iteration 3Q: 3 clusters Score -97403.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -97436.812500 Penalty: 692.045410
	Iteration 4Q: 3 clusters Score -97436.81 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -97472.265625 Penalty: 692.045410
	Iteration 5Q: 3 clusters Score -97472.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -97519.851562 Penalty: 692.045410
	Iteration 6Q: 3 clusters Score -97519.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -97578.640625 Penalty: 692.045410
	Iteration 7Q: 3 clusters Score -97578.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -97635.804688 Penalty: 692.045410
	Iteration 8Q: 3 clusters Score -97635.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -97689.367188 Penalty: 692.045410
	Iteration 9Q: 3 clusters Score -97689.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -97737.382812 Penalty: 692.045410
	Iteration 10Q: 3 clusters Score -97737.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -97765.968750 Penalty: 692.045410
	Iteration 11Q: 3 clusters Score -97765.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -97786.273438 Penalty: 692.045410
	Iteration 12Q: 3 clusters Score -97786.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -97802.546875 Penalty: 692.045410
	Iteration 13Q: 3 clusters Score -97802.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -97814.539062 Penalty: 692.045410
	Iteration 14Q: 3 clusters Score -97814.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -97822.679688 Penalty: 692.045410
	Iteration 15Q: 3 clusters Score -97822.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -97836.375000 Penalty: 692.045410
	Iteration 16Q: 3 clusters Score -97836.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -97851.398438 Penalty: 692.045410
	Iteration 17Q: 3 clusters Score -97851.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -97862.656250 Penalty: 692.045410
	Iteration 18Q: 3 clusters Score -97862.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -97872.351562 Penalty: 692.045410
	Iteration 19Q: 3 clusters Score -97872.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -97876.617188 Penalty: 692.045410
	Iteration 20F: 3 clusters Score -97876.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -97880.515625 Penalty: 692.045410
	Iteration 21Q: 3 clusters Score -97880.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -97886.171875 Penalty: 692.045410
	Iteration 22Q: 3 clusters Score -97886.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -97897.734375 Penalty: 692.045410
	Iteration 23Q: 3 clusters Score -97897.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -97906.601562 Penalty: 692.045410
	Iteration 24Q: 3 clusters Score -97906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -97918.179688 Penalty: 692.045410
	Iteration 25Q: 3 clusters Score -97918.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -97934.078125 Penalty: 692.045410
	Iteration 26Q: 3 clusters Score -97934.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -97944.296875 Penalty: 692.045410
	Iteration 27Q: 3 clusters Score -97944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -97947.031250 Penalty: 692.045410
	Iteration 28Q: 3 clusters Score -97947.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -97949.273438 Penalty: 692.045410
	Iteration 29Q: 3 clusters Score -97949.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -97952.257812 Penalty: 692.045410
	Iteration 30Q: 3 clusters Score -97952.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -97955.906250 Penalty: 692.045410
	Iteration 31Q: 3 clusters Score -97955.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -97959.546875 Penalty: 692.045410
	Iteration 32Q: 3 clusters Score -97959.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -97963.085938 Penalty: 692.045410
	Iteration 33Q: 3 clusters Score -97963.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -97964.523438 Penalty: 692.045410
	Iteration 34Q: 3 clusters Score -97964.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -97964.875000 Penalty: 692.045410
	Iteration 35Q: 3 clusters Score -97964.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -97964.875000 Penalty: 692.045410
	Iteration 36F: 3 clusters Score -97964.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -112685.539062 Penalty: 353.159393
	Iteration 0F: 2 clusters Score -112685.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -111025.320312 Penalty: 706.318787
	Iteration 0F: 3 clusters Score -111025.3 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -111566.179688 Penalty: 706.318787
	Iteration 1F: 3 clusters Score -111566.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -111670.109375 Penalty: 706.318787
	Iteration 2F: 3 clusters Score -111670.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -111763.312500 Penalty: 706.318787
	Iteration 3F: 3 clusters Score -111763.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -111867.140625 Penalty: 706.318787
	Iteration 4F: 3 clusters Score -111867.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -111925.132812 Penalty: 706.318787
	Iteration 5Q: 3 clusters Score -111925.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -111979.664062 Penalty: 706.318787
	Iteration 6Q: 3 clusters Score -111979.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -112022.234375 Penalty: 706.318787
	Iteration 7Q: 3 clusters Score -112022.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -112058.320312 Penalty: 706.318787
	Iteration 8Q: 3 clusters Score -112058.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -112082.117188 Penalty: 706.318787
	Iteration 9Q: 3 clusters Score -112082.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -112105.421875 Penalty: 706.318787
	Iteration 10Q: 3 clusters Score -112105.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -112123.679688 Penalty: 706.318787
	Iteration 11Q: 3 clusters Score -112123.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -112138.117188 Penalty: 706.318787
	Iteration 12Q: 3 clusters Score -112138.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -112146.937500 Penalty: 706.318787
	Iteration 13Q: 3 clusters Score -112146.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -112151.437500 Penalty: 706.318787
	Iteration 14Q: 3 clusters Score -112151.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -112155.562500 Penalty: 706.318787
	Iteration 15Q: 3 clusters Score -112155.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -112160.156250 Penalty: 706.318787
	Iteration 16Q: 3 clusters Score -112160.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112162.226562 Penalty: 706.318787
	Iteration 17Q: 3 clusters Score -112162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112164.203125 Penalty: 706.318787
	Iteration 18Q: 3 clusters Score -112164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -112164.726562 Penalty: 706.318787
	Iteration 19Q: 3 clusters Score -112164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -112165.257812 Penalty: 706.318787
	Iteration 20F: 3 clusters Score -112165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -112165.445312 Penalty: 706.318787
	Iteration 21Q: 3 clusters Score -112165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -112165.492188 Penalty: 706.318787
	Iteration 22Q: 3 clusters Score -112165.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -112165.492188 Penalty: 706.318787
	Iteration 23F: 3 clusters Score -112165.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -47978.750000 Penalty: 316.522827
	Iteration 0F: 2 clusters Score -47978.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47145.433594 Penalty: 633.045654
	Iteration 0F: 3 clusters Score -47145.43 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -47401.988281 Penalty: 633.045654
	Iteration 1F: 3 clusters Score -47401.99 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47456.464844 Penalty: 633.045654
	Iteration 2F: 3 clusters Score -47456.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47485.507812 Penalty: 633.045654
	Iteration 3Q: 3 clusters Score -47485.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -47503.847656 Penalty: 633.045654
	Iteration 4Q: 3 clusters Score -47503.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47515.812500 Penalty: 633.045654
	Iteration 5Q: 3 clusters Score -47515.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -47522.656250 Penalty: 633.045654
	Iteration 6Q: 3 clusters Score -47522.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -47527.925781 Penalty: 633.045654
	Iteration 7Q: 3 clusters Score -47527.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -47538.007812 Penalty: 633.045654
	Iteration 8Q: 3 clusters Score -47538.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47552.527344 Penalty: 633.045654
	Iteration 9Q: 3 clusters Score -47552.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47566.679688 Penalty: 633.045654
	Iteration 10Q: 3 clusters Score -47566.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47586.261719 Penalty: 633.045654
	Iteration 11Q: 3 clusters Score -47586.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47602.398438 Penalty: 633.045654
	Iteration 12Q: 3 clusters Score -47602.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47615.996094 Penalty: 633.045654
	Iteration 13Q: 3 clusters Score -47616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47644.324219 Penalty: 633.045654
	Iteration 14Q: 3 clusters Score -47644.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -47677.164062 Penalty: 633.045654
	Iteration 15Q: 3 clusters Score -47677.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -47707.113281 Penalty: 633.045654
	Iteration 16Q: 3 clusters Score -47707.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47731.902344 Penalty: 633.045654
	Iteration 17Q: 3 clusters Score -47731.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47755.652344 Penalty: 633.045654
	Iteration 18Q: 3 clusters Score -47755.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -47781.296875 Penalty: 633.045654
	Iteration 19Q: 3 clusters Score -47781.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47799.464844 Penalty: 633.045654
	Iteration 20F: 3 clusters Score -47799.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47806.375000 Penalty: 633.045654
	Iteration 21Q: 3 clusters Score -47806.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47808.121094 Penalty: 633.045654
	Iteration 22Q: 3 clusters Score -47808.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47809.359375 Penalty: 633.045654
	Iteration 23Q: 3 clusters Score -47809.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -47810.226562 Penalty: 633.045654
	Iteration 24Q: 3 clusters Score -47810.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47812.558594 Penalty: 633.045654
	Iteration 25Q: 3 clusters Score -47812.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47815.582031 Penalty: 633.045654
	Iteration 26Q: 3 clusters Score -47815.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47819.523438 Penalty: 633.045654
	Iteration 27Q: 3 clusters Score -47819.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47824.503906 Penalty: 633.045654
	Iteration 28Q: 3 clusters Score -47824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47830.492188 Penalty: 633.045654
	Iteration 29Q: 3 clusters Score -47830.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47832.175781 Penalty: 633.045654
	Iteration 30Q: 3 clusters Score -47832.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47832.507812 Penalty: 633.045654
	Iteration 31Q: 3 clusters Score -47832.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47832.742188 Penalty: 633.045654
	Iteration 32Q: 3 clusters Score -47832.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47832.742188 Penalty: 633.045654
	Iteration 33F: 3 clusters Score -47832.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -10364.308594 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -10364.31 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 136 members 
Entering Unmasked Estep 
Score: -10058.599609 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -10058.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10240.595703 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -10240.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10392.150391 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -10392.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10442.225586 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -10442.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10473.220703 Penalty: 506.719360
	Iteration 4F: 3 clusters Score -10473.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10495.645508 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -10495.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10518.482422 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -10518.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -10523.603516 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -10523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10524.841797 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -10524.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10524.841797 Penalty: 506.719360
	Iteration 9F: 3 clusters Score -10524.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349763 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 216 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26560 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25390 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 46 members 
Entering Unmasked Estep 
Score: -28387750.000000 Penalty: 15756.258789
Splitting cluster 8 changes total score from -28387956.000000 to -28387750.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -229385.187500 Penalty: 388.717926
	Iteration 0F: 2 clusters Score -229385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -225880.671875 Penalty: 777.435852
	Iteration 0F: 3 clusters Score -225880.7 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -227221.640625 Penalty: 777.435852
	Iteration 1F: 3 clusters Score -227221.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -227407.671875 Penalty: 777.435852
	Iteration 2F: 3 clusters Score -227407.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -227644.265625 Penalty: 777.435852
	Iteration 3F: 3 clusters Score -227644.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -227915.796875 Penalty: 777.435852
	Iteration 4F: 3 clusters Score -227915.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -228242.531250 Penalty: 777.435852
	Iteration 5F: 3 clusters Score -228242.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -228521.484375 Penalty: 777.435852
	Iteration 6F: 3 clusters Score -228521.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -228734.953125 Penalty: 777.435852
	Iteration 7Q: 3 clusters Score -228735 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -228946.890625 Penalty: 777.435852
	Iteration 8Q: 3 clusters Score -228946.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -229041.796875 Penalty: 777.435852
	Iteration 9Q: 3 clusters Score -229041.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -229078.890625 Penalty: 777.435852
	Iteration 10Q: 3 clusters Score -229078.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -229093.328125 Penalty: 777.435852
	Iteration 11Q: 3 clusters Score -229093.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -229099.375000 Penalty: 777.435852
	Iteration 12Q: 3 clusters Score -229099.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -229103.250000 Penalty: 777.435852
	Iteration 13Q: 3 clusters Score -229103.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -229107.953125 Penalty: 777.435852
	Iteration 14Q: 3 clusters Score -229108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -229114.140625 Penalty: 777.435852
	Iteration 15Q: 3 clusters Score -229114.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -229118.500000 Penalty: 777.435852
	Iteration 16Q: 3 clusters Score -229118.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -229120.484375 Penalty: 777.435852
	Iteration 17Q: 3 clusters Score -229120.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -229123.421875 Penalty: 777.435852
	Iteration 18Q: 3 clusters Score -229123.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -229125.875000 Penalty: 777.435852
	Iteration 19Q: 3 clusters Score -229125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -229127.859375 Penalty: 777.435852
	Iteration 20F: 3 clusters Score -229127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -229128.765625 Penalty: 777.435852
	Iteration 21Q: 3 clusters Score -229128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -229129.609375 Penalty: 777.435852
	Iteration 22Q: 3 clusters Score -229129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -229130.765625 Penalty: 777.435852
	Iteration 23Q: 3 clusters Score -229130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -229132.875000 Penalty: 777.435852
	Iteration 24Q: 3 clusters Score -229132.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -229135.250000 Penalty: 777.435852
	Iteration 25Q: 3 clusters Score -229135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -229136.546875 Penalty: 777.435852
	Iteration 26Q: 3 clusters Score -229136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -229136.734375 Penalty: 777.435852
	Iteration 27Q: 3 clusters Score -229136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -229137.609375 Penalty: 777.435852
	Iteration 28Q: 3 clusters Score -229137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -229138.093750 Penalty: 777.435852
	Iteration 29Q: 3 clusters Score -229138.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -229139.015625 Penalty: 777.435852
	Iteration 30Q: 3 clusters Score -229139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -229139.765625 Penalty: 777.435852
	Iteration 31Q: 3 clusters Score -229139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -229140.078125 Penalty: 777.435852
	Iteration 32Q: 3 clusters Score -229140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -229141.265625 Penalty: 777.435852
	Iteration 33Q: 3 clusters Score -229141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -229141.375000 Penalty: 777.435852
	Iteration 34Q: 3 clusters Score -229141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -229141.843750 Penalty: 777.435852
	Iteration 35Q: 3 clusters Score -229141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -229141.921875 Penalty: 777.435852
	Iteration 36Q: 3 clusters Score -229141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -229142.031250 Penalty: 777.435852
	Iteration 37Q: 3 clusters Score -229142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -229142.031250 Penalty: 777.435852
	Iteration 38F: 3 clusters Score -229142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9159.704102 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9159.704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8902.717773 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -8902.718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8952.474609 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -8952.475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8962.530273 Penalty: 482.600739
	Iteration 2Q: 3 clusters Score -8962.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8965.220703 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -8965.221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8968.438477 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -8968.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8971.585938 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -8971.586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8976.548828 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -8976.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8976.855469 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -8976.855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8976.855469 Penalty: 482.600739
	Iteration 8F: 3 clusters Score -8976.855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -8528.869141 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -8528.869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8256.826172 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -8256.826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8335.631836 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -8335.632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8350.553711 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -8350.554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8363.408203 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -8363.408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8368.174805 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -8368.175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8368.174805 Penalty: 483.948914
	Iteration 5F: 3 clusters Score -8368.175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Entering Unmasked Estep 
Score: -1345371.375000 Penalty: 463.515839
	Iteration 0F: 2 clusters Score -1345371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1327616.375000 Penalty: 927.031677
	Iteration 0F: 3 clusters Score -1327616 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1335245.625000 Penalty: 927.031677
	Iteration 1F: 3 clusters Score -1335246 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1336085.375000 Penalty: 927.031677
	Iteration 2F: 3 clusters Score -1336085 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1337401.375000 Penalty: 927.031677
	Iteration 3F: 3 clusters Score -1337401 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1339158.250000 Penalty: 927.031677
	Iteration 4F: 3 clusters Score -1339158 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1340901.500000 Penalty: 927.031677
	Iteration 5F: 3 clusters Score -1340902 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1342150.250000 Penalty: 927.031677
	Iteration 6F: 3 clusters Score -1342150 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -1342741.000000 Penalty: 927.031677
	Iteration 7Q: 3 clusters Score -1342741 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -1343036.875000 Penalty: 927.031677
	Iteration 8Q: 3 clusters Score -1343037 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1343252.375000 Penalty: 927.031677
	Iteration 9Q: 3 clusters Score -1343252 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1343433.875000 Penalty: 927.031677
	Iteration 10Q: 3 clusters Score -1343434 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -1343632.000000 Penalty: 927.031677
	Iteration 11Q: 3 clusters Score -1343632 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -1343814.625000 Penalty: 927.031677
	Iteration 12Q: 3 clusters Score -1343815 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -1343971.125000 Penalty: 927.031677
	Iteration 13Q: 3 clusters Score -1343971 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -1344124.500000 Penalty: 927.031677
	Iteration 14Q: 3 clusters Score -1344124 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1344262.000000 Penalty: 927.031677
	Iteration 15Q: 3 clusters Score -1344262 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -1344403.500000 Penalty: 927.031677
	Iteration 16Q: 3 clusters Score -1344404 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -1344522.875000 Penalty: 927.031677
	Iteration 17Q: 3 clusters Score -1344523 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -1344638.125000 Penalty: 927.031677
	Iteration 18Q: 3 clusters Score -1344638 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -1344720.125000 Penalty: 927.031677
	Iteration 19Q: 3 clusters Score -1344720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -1344799.625000 Penalty: 927.031677
	Iteration 20F: 3 clusters Score -1344800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -1344868.875000 Penalty: 927.031677
	Iteration 21Q: 3 clusters Score -1344869 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -1344917.125000 Penalty: 927.031677
	Iteration 22Q: 3 clusters Score -1344917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -1344948.125000 Penalty: 927.031677
	Iteration 23Q: 3 clusters Score -1344948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -1344985.250000 Penalty: 927.031677
	Iteration 24Q: 3 clusters Score -1344985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -1345013.875000 Penalty: 927.031677
	Iteration 25Q: 3 clusters Score -1345014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -1345032.250000 Penalty: 927.031677
	Iteration 26Q: 3 clusters Score -1345032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -1345039.375000 Penalty: 927.031677
	Iteration 27Q: 3 clusters Score -1345039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -1345045.750000 Penalty: 927.031677
	Iteration 28Q: 3 clusters Score -1345046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -1345053.125000 Penalty: 927.031677
	Iteration 29Q: 3 clusters Score -1345053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -1345059.000000 Penalty: 927.031677
	Iteration 30Q: 3 clusters Score -1345059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -1345065.875000 Penalty: 927.031677
	Iteration 31Q: 3 clusters Score -1345066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -1345069.125000 Penalty: 927.031677
	Iteration 32Q: 3 clusters Score -1345069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -1345076.000000 Penalty: 927.031677
	Iteration 33Q: 3 clusters Score -1345076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -1345080.875000 Penalty: 927.031677
	Iteration 34Q: 3 clusters Score -1345081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -1345082.125000 Penalty: 927.031677
	Iteration 35Q: 3 clusters Score -1345082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -1345083.125000 Penalty: 927.031677
	Iteration 36Q: 3 clusters Score -1345083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -1345086.750000 Penalty: 927.031677
	Iteration 37Q: 3 clusters Score -1345087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -1345092.625000 Penalty: 927.031677
	Iteration 38Q: 3 clusters Score -1345093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -1345096.125000 Penalty: 927.031677
	Iteration 39Q: 3 clusters Score -1345096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -1345097.500000 Penalty: 927.031677
	Iteration 40F: 3 clusters Score -1345098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -1345104.750000 Penalty: 927.031677
	Iteration 41Q: 3 clusters Score -1345105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -1345109.125000 Penalty: 927.031677
	Iteration 42Q: 3 clusters Score -1345109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -1345114.625000 Penalty: 927.031677
	Iteration 43Q: 3 clusters Score -1345115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -1345115.250000 Penalty: 927.031677
	Iteration 44Q: 3 clusters Score -1345115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -1345125.000000 Penalty: 927.031677
	Iteration 45Q: 3 clusters Score -1345125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -1345128.500000 Penalty: 927.031677
	Iteration 46Q: 3 clusters Score -1345128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -1345134.750000 Penalty: 927.031677
	Iteration 47Q: 3 clusters Score -1345135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -1345133.125000 Penalty: 927.031677
	Iteration 48Q: 3 clusters Score -1345133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -1345136.500000 Penalty: 927.031677
	Iteration 49Q: 3 clusters Score -1345136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -1345136.500000 Penalty: 927.031677
	Iteration 50Q: 3 clusters Score -1345136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -1345138.250000 Penalty: 927.031677
	Iteration 51Q: 3 clusters Score -1345138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -1345136.750000 Penalty: 927.031677
	Iteration 52Q: 3 clusters Score -1345137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -1345136.250000 Penalty: 927.031677
	Iteration 53Q: 3 clusters Score -1345136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -1345138.625000 Penalty: 927.031677
	Iteration 54Q: 3 clusters Score -1345139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -1345138.625000 Penalty: 927.031677
	Iteration 55F: 3 clusters Score -1345139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Entering Unmasked Estep 
Score: -1980188.750000 Penalty: 485.742218
	Iteration 0F: 2 clusters Score -1980189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -1951237.500000 Penalty: 971.484436
	Iteration 0F: 3 clusters Score -1951238 nChanged 20786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1963542.875000 Penalty: 971.484436
	Iteration 1F: 3 clusters Score -1963543 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1964165.375000 Penalty: 971.484436
	Iteration 2Q: 3 clusters Score -1964165 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -1964970.875000 Penalty: 971.484436
	Iteration 3Q: 3 clusters Score -1964971 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1965924.875000 Penalty: 971.484436
	Iteration 4Q: 3 clusters Score -1965925 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1967139.000000 Penalty: 971.484436
	Iteration 5F: 3 clusters Score -1967139 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1968666.625000 Penalty: 971.484436
	Iteration 6F: 3 clusters Score -1968667 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1970645.625000 Penalty: 971.484436
	Iteration 7F: 3 clusters Score -1970646 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1973064.000000 Penalty: 971.484436
	Iteration 8F: 3 clusters Score -1973064 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1975802.500000 Penalty: 971.484436
	Iteration 9F: 3 clusters Score -1975802 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1978092.375000 Penalty: 971.484436
	Iteration 10F: 3 clusters Score -1978092 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1979218.875000 Penalty: 971.484436
	Iteration 11Q: 3 clusters Score -1979219 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1979583.375000 Penalty: 971.484436
	Iteration 12Q: 3 clusters Score -1979583 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1979717.625000 Penalty: 971.484436
	Iteration 13Q: 3 clusters Score -1979718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1979766.750000 Penalty: 971.484436
	Iteration 14Q: 3 clusters Score -1979767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1979799.500000 Penalty: 971.484436
	Iteration 15Q: 3 clusters Score -1979800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1979834.750000 Penalty: 971.484436
	Iteration 16Q: 3 clusters Score -1979835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1979854.500000 Penalty: 971.484436
	Iteration 17Q: 3 clusters Score -1979854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1979868.750000 Penalty: 971.484436
	Iteration 18Q: 3 clusters Score -1979869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1979878.125000 Penalty: 971.484436
	Iteration 19Q: 3 clusters Score -1979878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1979881.875000 Penalty: 971.484436
	Iteration 20F: 3 clusters Score -1979882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1979891.250000 Penalty: 971.484436
	Iteration 21Q: 3 clusters Score -1979891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1979898.625000 Penalty: 971.484436
	Iteration 22Q: 3 clusters Score -1979899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1979907.000000 Penalty: 971.484436
	Iteration 23Q: 3 clusters Score -1979907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1979911.625000 Penalty: 971.484436
	Iteration 24Q: 3 clusters Score -1979912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1979913.875000 Penalty: 971.484436
	Iteration 25Q: 3 clusters Score -1979914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1979913.375000 Penalty: 971.484436
	Iteration 26Q: 3 clusters Score -1979913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1979914.750000 Penalty: 971.484436
	Iteration 27Q: 3 clusters Score -1979915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1979919.875000 Penalty: 971.484436
	Iteration 28Q: 3 clusters Score -1979920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1979921.500000 Penalty: 971.484436
	Iteration 29Q: 3 clusters Score -1979922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1979923.750000 Penalty: 971.484436
	Iteration 30Q: 3 clusters Score -1979924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1979924.000000 Penalty: 971.484436
	Iteration 31Q: 3 clusters Score -1979924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1979924.500000 Penalty: 971.484436
	Iteration 32Q: 3 clusters Score -1979924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1979924.125000 Penalty: 971.484436
	Iteration 33Q: 3 clusters Score -1979924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1979925.750000 Penalty: 971.484436
	Iteration 34Q: 3 clusters Score -1979926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1979925.500000 Penalty: 971.484436
	Iteration 35Q: 3 clusters Score -1979926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1979927.250000 Penalty: 971.484436
	Iteration 36Q: 3 clusters Score -1979927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1979926.750000 Penalty: 971.484436
	Iteration 37Q: 3 clusters Score -1979927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1979926.250000 Penalty: 971.484436
	Iteration 38Q: 3 clusters Score -1979926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1979926.125000 Penalty: 971.484436
	Iteration 39Q: 3 clusters Score -1979926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1979928.125000 Penalty: 971.484436
	Iteration 40F: 3 clusters Score -1979928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1979927.875000 Penalty: 971.484436
	Iteration 41Q: 3 clusters Score -1979928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1979931.750000 Penalty: 971.484436
	Iteration 42Q: 3 clusters Score -1979932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1979931.625000 Penalty: 971.484436
	Iteration 43Q: 3 clusters Score -1979932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1979933.500000 Penalty: 971.484436
	Iteration 44Q: 3 clusters Score -1979934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1979935.500000 Penalty: 971.484436
	Iteration 45Q: 3 clusters Score -1979936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1979935.750000 Penalty: 971.484436
	Iteration 46Q: 3 clusters Score -1979936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1979935.750000 Penalty: 971.484436
	Iteration 47F: 3 clusters Score -1979936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (108061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108061 members 
Entering Unmasked Estep 
Score: -5292314.500000 Penalty: 527.365540
	Iteration 0F: 2 clusters Score -5292314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -5219109.500000 Penalty: 1054.731079
	Iteration 0F: 3 clusters Score -5219110 nChanged 52872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -5251927.500000 Penalty: 1054.731079
	Iteration 1F: 3 clusters Score -5251928 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -5253156.000000 Penalty: 1054.731079
	Iteration 2Q: 3 clusters Score -5253156 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -5254770.000000 Penalty: 1054.731079
	Iteration 3Q: 3 clusters Score -5254770 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -5257004.000000 Penalty: 1054.731079
	Iteration 4Q: 3 clusters Score -5257004 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -5260324.000000 Penalty: 1054.731079
	Iteration 5F: 3 clusters Score -5260324 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -5265330.000000 Penalty: 1054.731079
	Iteration 6F: 3 clusters Score -5265330 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -5272039.500000 Penalty: 1054.731079
	Iteration 7F: 3 clusters Score -5272040 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 93923 members 
Entering Unmasked Estep 
Score: -5279602.000000 Penalty: 1054.731079
	Iteration 8F: 3 clusters Score -5279602 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -5285781.500000 Penalty: 1054.731079
	Iteration 9F: 3 clusters Score -5285782 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -5289340.500000 Penalty: 1054.731079
	Iteration 10Q: 3 clusters Score -5289340 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -5290914.000000 Penalty: 1054.731079
	Iteration 11Q: 3 clusters Score -5290914 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -5291468.000000 Penalty: 1054.731079
	Iteration 12Q: 3 clusters Score -5291468 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -5291690.000000 Penalty: 1054.731079
	Iteration 13Q: 3 clusters Score -5291690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -5291774.500000 Penalty: 1054.731079
	Iteration 14Q: 3 clusters Score -5291774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -5291804.500000 Penalty: 1054.731079
	Iteration 15Q: 3 clusters Score -5291804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 108007 members 
Entering Unmasked Estep 
Score: -5291816.000000 Penalty: 1054.731079
	Iteration 16Q: 3 clusters Score -5291816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -5291825.000000 Penalty: 1054.731079
	Iteration 17Q: 3 clusters Score -5291825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 108012 members 
Entering Unmasked Estep 
Score: -5291839.500000 Penalty: 1054.731079
	Iteration 18Q: 3 clusters Score -5291840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -5291840.000000 Penalty: 1054.731079
	Iteration 19Q: 3 clusters Score -5291840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -5291840.000000 Penalty: 1054.731079
	Iteration 20F: 3 clusters Score -5291840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Entering Unmasked Estep 
Score: -1290161.625000 Penalty: 461.466034
	Iteration 0F: 2 clusters Score -1290162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1273297.875000 Penalty: 922.932068
	Iteration 0F: 3 clusters Score -1273298 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1281073.375000 Penalty: 922.932068
	Iteration 1F: 3 clusters Score -1281073 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1282285.875000 Penalty: 922.932068
	Iteration 2F: 3 clusters Score -1282286 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1283822.250000 Penalty: 922.932068
	Iteration 3F: 3 clusters Score -1283822 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1285354.750000 Penalty: 922.932068
	Iteration 4F: 3 clusters Score -1285355 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1286272.500000 Penalty: 922.932068
	Iteration 5F: 3 clusters Score -1286272 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1286621.000000 Penalty: 922.932068
	Iteration 6Q: 3 clusters Score -1286621 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1286797.125000 Penalty: 922.932068
	Iteration 7Q: 3 clusters Score -1286797 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1286943.250000 Penalty: 922.932068
	Iteration 8Q: 3 clusters Score -1286943 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1287096.250000 Penalty: 922.932068
	Iteration 9Q: 3 clusters Score -1287096 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1287235.875000 Penalty: 922.932068
	Iteration 10Q: 3 clusters Score -1287236 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1287368.625000 Penalty: 922.932068
	Iteration 11Q: 3 clusters Score -1287369 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1287505.250000 Penalty: 922.932068
	Iteration 12Q: 3 clusters Score -1287505 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1287630.500000 Penalty: 922.932068
	Iteration 13Q: 3 clusters Score -1287630 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1287740.875000 Penalty: 922.932068
	Iteration 14Q: 3 clusters Score -1287741 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1287836.250000 Penalty: 922.932068
	Iteration 15Q: 3 clusters Score -1287836 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1287904.125000 Penalty: 922.932068
	Iteration 16Q: 3 clusters Score -1287904 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1287964.000000 Penalty: 922.932068
	Iteration 17Q: 3 clusters Score -1287964 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1288016.375000 Penalty: 922.932068
	Iteration 18Q: 3 clusters Score -1288016 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1288069.500000 Penalty: 922.932068
	Iteration 19Q: 3 clusters Score -1288070 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1288106.125000 Penalty: 922.932068
	Iteration 20F: 3 clusters Score -1288106 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1288153.375000 Penalty: 922.932068
	Iteration 21Q: 3 clusters Score -1288153 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1288186.375000 Penalty: 922.932068
	Iteration 22Q: 3 clusters Score -1288186 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1288228.625000 Penalty: 922.932068
	Iteration 23Q: 3 clusters Score -1288229 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1288268.000000 Penalty: 922.932068
	Iteration 24Q: 3 clusters Score -1288268 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1288306.750000 Penalty: 922.932068
	Iteration 25Q: 3 clusters Score -1288307 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1288349.625000 Penalty: 922.932068
	Iteration 26Q: 3 clusters Score -1288350 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1288384.125000 Penalty: 922.932068
	Iteration 27Q: 3 clusters Score -1288384 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1288427.000000 Penalty: 922.932068
	Iteration 28Q: 3 clusters Score -1288427 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1288469.500000 Penalty: 922.932068
	Iteration 29Q: 3 clusters Score -1288470 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1288493.375000 Penalty: 922.932068
	Iteration 30Q: 3 clusters Score -1288493 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1288519.750000 Penalty: 922.932068
	Iteration 31Q: 3 clusters Score -1288520 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1288538.750000 Penalty: 922.932068
	Iteration 32Q: 3 clusters Score -1288539 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1288569.875000 Penalty: 922.932068
	Iteration 33Q: 3 clusters Score -1288570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1288593.125000 Penalty: 922.932068
	Iteration 34Q: 3 clusters Score -1288593 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1288624.625000 Penalty: 922.932068
	Iteration 35Q: 3 clusters Score -1288625 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1288661.000000 Penalty: 922.932068
	Iteration 36Q: 3 clusters Score -1288661 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1288699.750000 Penalty: 922.932068
	Iteration 37Q: 3 clusters Score -1288700 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1288728.875000 Penalty: 922.932068
	Iteration 38Q: 3 clusters Score -1288729 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -1288752.750000 Penalty: 922.932068
	Iteration 39Q: 3 clusters Score -1288753 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1288787.625000 Penalty: 922.932068
	Iteration 40F: 3 clusters Score -1288788 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1288818.875000 Penalty: 922.932068
	Iteration 41Q: 3 clusters Score -1288819 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1288855.125000 Penalty: 922.932068
	Iteration 42Q: 3 clusters Score -1288855 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -1288883.375000 Penalty: 922.932068
	Iteration 43Q: 3 clusters Score -1288883 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -1288912.875000 Penalty: 922.932068
	Iteration 44Q: 3 clusters Score -1288913 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1288942.250000 Penalty: 922.932068
	Iteration 45Q: 3 clusters Score -1288942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -1288960.750000 Penalty: 922.932068
	Iteration 46Q: 3 clusters Score -1288961 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -1288992.750000 Penalty: 922.932068
	Iteration 47Q: 3 clusters Score -1288993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1289017.375000 Penalty: 922.932068
	Iteration 48Q: 3 clusters Score -1289017 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -1289049.875000 Penalty: 922.932068
	Iteration 49Q: 3 clusters Score -1289050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -1289079.500000 Penalty: 922.932068
	Iteration 50Q: 3 clusters Score -1289080 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1289102.375000 Penalty: 922.932068
	Iteration 51Q: 3 clusters Score -1289102 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1289134.750000 Penalty: 922.932068
	Iteration 52Q: 3 clusters Score -1289135 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1289156.375000 Penalty: 922.932068
	Iteration 53Q: 3 clusters Score -1289156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -1289189.875000 Penalty: 922.932068
	Iteration 54Q: 3 clusters Score -1289190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1289210.875000 Penalty: 922.932068
	Iteration 55Q: 3 clusters Score -1289211 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -1289237.000000 Penalty: 922.932068
	Iteration 56Q: 3 clusters Score -1289237 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -1289257.875000 Penalty: 922.932068
	Iteration 57Q: 3 clusters Score -1289258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -1289282.250000 Penalty: 922.932068
	Iteration 58Q: 3 clusters Score -1289282 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -1289298.375000 Penalty: 922.932068
	Iteration 59Q: 3 clusters Score -1289298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1289325.750000 Penalty: 922.932068
	Iteration 60F: 3 clusters Score -1289326 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -1289353.000000 Penalty: 922.932068
	Iteration 61Q: 3 clusters Score -1289353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -1289371.125000 Penalty: 922.932068
	Iteration 62Q: 3 clusters Score -1289371 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -1289401.250000 Penalty: 922.932068
	Iteration 63Q: 3 clusters Score -1289401 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -1289428.375000 Penalty: 922.932068
	Iteration 64Q: 3 clusters Score -1289428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -1289463.250000 Penalty: 922.932068
	Iteration 65Q: 3 clusters Score -1289463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -1289497.875000 Penalty: 922.932068
	Iteration 66Q: 3 clusters Score -1289498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -1289528.125000 Penalty: 922.932068
	Iteration 67Q: 3 clusters Score -1289528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -1289554.000000 Penalty: 922.932068
	Iteration 68Q: 3 clusters Score -1289554 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1289587.875000 Penalty: 922.932068
	Iteration 69Q: 3 clusters Score -1289588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -1289618.750000 Penalty: 922.932068
	Iteration 70Q: 3 clusters Score -1289619 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -1289646.625000 Penalty: 922.932068
	Iteration 71Q: 3 clusters Score -1289647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -1289666.875000 Penalty: 922.932068
	Iteration 72Q: 3 clusters Score -1289667 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -1289690.625000 Penalty: 922.932068
	Iteration 73Q: 3 clusters Score -1289691 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -1289717.000000 Penalty: 922.932068
	Iteration 74Q: 3 clusters Score -1289717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -1289738.875000 Penalty: 922.932068
	Iteration 75Q: 3 clusters Score -1289739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -1289758.500000 Penalty: 922.932068
	Iteration 76Q: 3 clusters Score -1289758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -1289777.500000 Penalty: 922.932068
	Iteration 77Q: 3 clusters Score -1289778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -1289786.125000 Penalty: 922.932068
	Iteration 78Q: 3 clusters Score -1289786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1289799.625000 Penalty: 922.932068
	Iteration 79Q: 3 clusters Score -1289800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -1289812.000000 Penalty: 922.932068
	Iteration 80F: 3 clusters Score -1289812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -1289828.000000 Penalty: 922.932068
	Iteration 81Q: 3 clusters Score -1289828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -1289831.125000 Penalty: 922.932068
	Iteration 82Q: 3 clusters Score -1289831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -1289837.875000 Penalty: 922.932068
	Iteration 83Q: 3 clusters Score -1289838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -1289842.250000 Penalty: 922.932068
	Iteration 84Q: 3 clusters Score -1289842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -1289847.500000 Penalty: 922.932068
	Iteration 85Q: 3 clusters Score -1289848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -1289858.750000 Penalty: 922.932068
	Iteration 86Q: 3 clusters Score -1289859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -1289859.750000 Penalty: 922.932068
	Iteration 87Q: 3 clusters Score -1289860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -1289857.750000 Penalty: 922.932068
	Iteration 88Q: 3 clusters Score -1289858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -1289861.500000 Penalty: 922.932068
	Iteration 89Q: 3 clusters Score -1289862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -1289863.125000 Penalty: 922.932068
	Iteration 90Q: 3 clusters Score -1289863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -1289863.750000 Penalty: 922.932068
	Iteration 91Q: 3 clusters Score -1289864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -1289863.125000 Penalty: 922.932068
	Iteration 92Q: 3 clusters Score -1289863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -1289863.875000 Penalty: 922.932068
	Iteration 93Q: 3 clusters Score -1289864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -1289864.000000 Penalty: 922.932068
	Iteration 94Q: 3 clusters Score -1289864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -1289864.625000 Penalty: 922.932068
	Iteration 95Q: 3 clusters Score -1289865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -1289864.750000 Penalty: 922.932068
	Iteration 96Q: 3 clusters Score -1289865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -1289864.375000 Penalty: 922.932068
	Iteration 97Q: 3 clusters Score -1289864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -1289863.250000 Penalty: 922.932068
	Iteration 98Q: 3 clusters Score -1289863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -1289863.375000 Penalty: 922.932068
	Iteration 99Q: 3 clusters Score -1289863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -1289863.375000 Penalty: 922.932068
	Iteration 100F: 3 clusters Score -1289863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -26379.000000 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -26379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25786.888672 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -25786.89 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26010.029297 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -26010.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26172.953125 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -26172.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26350.648438 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -26350.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26435.199219 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -26435.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26483.474609 Penalty: 591.343628
	Iteration 5F: 3 clusters Score -26483.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -26510.554688 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -26510.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -26540.308594 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -26540.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -26559.560547 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -26559.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -26570.839844 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -26570.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -26582.189453 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -26582.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -26591.697266 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -26591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -26596.273438 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -26596.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -26597.201172 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -26597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -26597.513672 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -26597.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -26598.001953 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -26598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -26598.396484 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -26598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -26598.396484 Penalty: 591.343628
	Iteration 17F: 3 clusters Score -26598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349763 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26560 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25390 members 
Mstep: Class 16 contains 171 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 493 members 
Entering Unmasked Estep 
Score: -28387866.000000 Penalty: 15756.258789
Splitting cluster 16 changes total score from -28387956.000000 to -28387866.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -29036.296875 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -29036.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28453.472656 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -28453.47 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28643.058594 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -28643.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28687.822266 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -28687.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28736.267578 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -28736.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -28766.093750 Penalty: 593.376526
	Iteration 4F: 3 clusters Score -28766.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -28785.126953 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -28785.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28796.955078 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -28796.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -28805.156250 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -28805.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -28814.279297 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -28814.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -28817.675781 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -28817.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -28819.519531 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -28819.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -28822.808594 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -28822.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -28825.896484 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -28825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -28828.671875 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -28828.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -28829.677734 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -28829.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -28830.679688 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -28830.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -28830.998047 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -28831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -28830.998047 Penalty: 593.376526
	Iteration 17F: 3 clusters Score -28831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -15395.866211 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -15395.87 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 168 members 
Entering Unmasked Estep 
Score: -15007.209961 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -15007.21 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15093.512695 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -15093.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15111.267578 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -15111.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15119.717773 Penalty: 535.635498
	Iteration 3Q: 3 clusters Score -15119.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15125.693359 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -15125.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15128.032227 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -15128.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15128.554688 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -15128.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15128.663086 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -15128.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15128.842773 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -15128.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15128.842773 Penalty: 535.635498
	Iteration 9F: 3 clusters Score -15128.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -21878.708984 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -21878.71 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 254 members 
Entering Unmasked Estep 
Score: -21396.644531 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -21396.64 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21496.751953 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -21496.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21553.197266 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -21553.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21586.457031 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -21586.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21610.050781 Penalty: 561.052979
	Iteration 4F: 3 clusters Score -21610.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21628.140625 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -21628.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -21640.650391 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -21640.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21655.912109 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -21655.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21661.195312 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -21661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -21665.658203 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -21665.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21675.363281 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -21675.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21679.052734 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -21679.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21680.449219 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -21680.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21680.449219 Penalty: 561.052979
	Iteration 13F: 3 clusters Score -21680.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -116058.703125 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116058.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -114381.304688 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114381.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -114943.718750 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -114943.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -115010.343750 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -115010.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -115051.148438 Penalty: 707.969543
	Iteration 3Q: 3 clusters Score -115051.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -115087.468750 Penalty: 707.969543
	Iteration 4Q: 3 clusters Score -115087.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -115127.750000 Penalty: 707.969543
	Iteration 5Q: 3 clusters Score -115127.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -115179.726562 Penalty: 707.969543
	Iteration 6Q: 3 clusters Score -115179.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -115246.781250 Penalty: 707.969543
	Iteration 7Q: 3 clusters Score -115246.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -115310.273438 Penalty: 707.969543
	Iteration 8Q: 3 clusters Score -115310.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -115378.460938 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115378.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -115428.500000 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115428.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -115482.109375 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115482.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -115520.382812 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115520.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -115549.531250 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -115549.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -115570.414062 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -115570.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -115582.500000 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -115582.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -115591.125000 Penalty: 707.969543
	Iteration 16Q: 3 clusters Score -115591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -115597.500000 Penalty: 707.969543
	Iteration 17Q: 3 clusters Score -115597.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -115599.515625 Penalty: 707.969543
	Iteration 18Q: 3 clusters Score -115599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -115601.656250 Penalty: 707.969543
	Iteration 19Q: 3 clusters Score -115601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -115602.484375 Penalty: 707.969543
	Iteration 20F: 3 clusters Score -115602.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -115603.273438 Penalty: 707.969543
	Iteration 21Q: 3 clusters Score -115603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -115603.554688 Penalty: 707.969543
	Iteration 22Q: 3 clusters Score -115603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -115603.835938 Penalty: 707.969543
	Iteration 23Q: 3 clusters Score -115603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -115604.031250 Penalty: 707.969543
	Iteration 24Q: 3 clusters Score -115604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -115604.125000 Penalty: 707.969543
	Iteration 25Q: 3 clusters Score -115604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -115604.125000 Penalty: 707.969543
	Iteration 26F: 3 clusters Score -115604.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -16923.966797 Penalty: 274.831573
	Iteration 0F: 2 clusters Score -16923.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16493.408203 Penalty: 549.663147
	Iteration 0F: 3 clusters Score -16493.41 nChanged 140
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: -16609.152344 Penalty: 549.663147
	Iteration 1F: 3 clusters Score -16609.15 nChanged 43
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: -16648.931641 Penalty: 549.663147
	Iteration 2F: 3 clusters Score -16648.93 nChanged 20
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: -16683.867188 Penalty: 549.663147
	Iteration 3Q: 3 clusters Score -16683.87 nChanged 18
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: -16705.535156 Penalty: 549.663147
	Iteration 4Q: 3 clusters Score -16705.54 nChanged 13
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: -16716.056641 Penalty: 549.663147
	Iteration 5Q: 3 clusters Score -16716.06 nChanged 13
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: -16727.246094 Penalty: 549.663147
	Iteration 6Q: 3 clusters Score -16727.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16730.107422 Penalty: 549.663147
	Iteration 7Q: 3 clusters Score -16730.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16731.306641 Penalty: 549.663147
	Iteration 8Q: 3 clusters Score -16731.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16733.105469 Penalty: 549.663147
	Iteration 9Q: 3 clusters Score -16733.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16735.617188 Penalty: 549.663147
	Iteration 10Q: 3 clusters Score -16735.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16737.576172 Penalty: 549.663147
	Iteration 11Q: 3 clusters Score -16737.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16739.259766 Penalty: 549.663147
	Iteration 12Q: 3 clusters Score -16739.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16741.308594 Penalty: 549.663147
	Iteration 13Q: 3 clusters Score -16741.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16742.302734 Penalty: 549.663147
	Iteration 14Q: 3 clusters Score -16742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16742.302734 Penalty: 549.663147
	Iteration 15F: 3 clusters Score -16742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -15845.105469 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -15845.11 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 201 members 
Entering Unmasked Estep 
Score: -15447.723633 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -15447.72 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15560.806641 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -15560.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15593.023438 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -15593.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15614.853516 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -15614.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15626.669922 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -15626.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15636.300781 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -15636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15654.754883 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -15654.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15663.129883 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -15663.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15666.500977 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -15666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15668.575195 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -15668.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15668.734375 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -15668.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15668.734375 Penalty: 537.139648
	Iteration 11F: 3 clusters Score -15668.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -11895.923828 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -11895.92 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 128 members 
Entering Unmasked Estep 
Score: -11556.329102 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -11556.33 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11634.380859 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -11634.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11650.970703 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -11650.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11663.602539 Penalty: 512.440247
	Iteration 3Q: 3 clusters Score -11663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11672.186523 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -11672.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11673.675781 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -11673.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11673.675781 Penalty: 512.440247
	Iteration 6F: 3 clusters Score -11673.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -5818.178711 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -5818.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5580.488770 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -5580.489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5635.500488 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -5635.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5671.207520 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -5671.208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5722.802734 Penalty: 460.696136
	Iteration 3F: 3 clusters Score -5722.803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5781.992188 Penalty: 460.696136
	Iteration 4F: 3 clusters Score -5781.992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5818.896973 Penalty: 460.696136
	Iteration 5F: 3 clusters Score -5818.897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5854.225098 Penalty: 460.696136
	Iteration 6F: 3 clusters Score -5854.225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5867.089844 Penalty: 460.696136
	Iteration 7Q: 3 clusters Score -5867.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5873.090820 Penalty: 460.696136
	Iteration 8Q: 3 clusters Score -5873.091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5876.743164 Penalty: 460.696136
	Iteration 9Q: 3 clusters Score -5876.743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5876.743164 Penalty: 460.696136
	Iteration 10F: 3 clusters Score -5876.743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349763 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26560 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25390 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 114 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 44 members 
Entering Unmasked Estep 
Score: -28387646.000000 Penalty: 15756.258789
Splitting cluster 24 changes total score from -28387956.000000 to -28387646.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -57364.703125 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -57364.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -56349.976562 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -56349.98 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -56684.550781 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -56684.55 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -56769.597656 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -56769.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -56835.410156 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -56835.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -56867.707031 Penalty: 651.848694
	Iteration 4Q: 3 clusters Score -56867.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -56886.414062 Penalty: 651.848694
	Iteration 5Q: 3 clusters Score -56886.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -56904.859375 Penalty: 651.848694
	Iteration 6Q: 3 clusters Score -56904.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -56918.335938 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -56918.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -56934.757812 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -56934.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -56951.296875 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -56951.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -56970.093750 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -56970.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -56986.898438 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -56986.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -57001.261719 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -57001.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -57014.320312 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -57014.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -57026.960938 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -57026.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -57040.332031 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -57040.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -57047.332031 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -57047.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -57049.914062 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -57049.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -57051.472656 Penalty: 651.848694
	Iteration 18Q: 3 clusters Score -57051.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -57055.089844 Penalty: 651.848694
	Iteration 19Q: 3 clusters Score -57055.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -57057.339844 Penalty: 651.848694
	Iteration 20F: 3 clusters Score -57057.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -57059.472656 Penalty: 651.848694
	Iteration 21Q: 3 clusters Score -57059.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -57060.941406 Penalty: 651.848694
	Iteration 22Q: 3 clusters Score -57060.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -57061.812500 Penalty: 651.848694
	Iteration 23Q: 3 clusters Score -57061.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -57062.562500 Penalty: 651.848694
	Iteration 24Q: 3 clusters Score -57062.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -57064.347656 Penalty: 651.848694
	Iteration 25Q: 3 clusters Score -57064.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -57064.773438 Penalty: 651.848694
	Iteration 26Q: 3 clusters Score -57064.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -57064.968750 Penalty: 651.848694
	Iteration 27Q: 3 clusters Score -57064.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -57064.968750 Penalty: 651.848694
	Iteration 28F: 3 clusters Score -57064.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349763 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26560 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25390 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387962.000000 Penalty: 15150.249023
Iteration 119Q: 26 clusters Score -2.838796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349763 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26558 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25392 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387962.000000 Penalty: 15150.249023
Iteration 120F: 26 clusters Score -2.838796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349762 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387972.000000 Penalty: 15150.249023
Iteration 121Q: 26 clusters Score -2.838797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349761 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25395 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387964.000000 Penalty: 15150.249023
Iteration 122Q: 26 clusters Score -2.838796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349762 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387970.000000 Penalty: 15150.249023
Iteration 123Q: 26 clusters Score -2.838797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349762 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387970.000000 Penalty: 15150.249023
Iteration 124F: 26 clusters Score -2.838797e+07 nChanged 0
Entering ConstructFrom: 
Score: -28387970.000000 Penalty: 15150.249023
Entering ConstructFrom: 
Trying to split cluster 1 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -231775.875000 Penalty: 385.160095
	Iteration 0F: 2 clusters Score -231775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -228569.250000 Penalty: 770.320190
	Iteration 0F: 3 clusters Score -228569.2 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -229754.859375 Penalty: 770.320190
	Iteration 1F: 3 clusters Score -229754.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -229914.796875 Penalty: 770.320190
	Iteration 2F: 3 clusters Score -229914.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -230091.093750 Penalty: 770.320190
	Iteration 3F: 3 clusters Score -230091.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -230303.265625 Penalty: 770.320190
	Iteration 4F: 3 clusters Score -230303.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -230536.000000 Penalty: 770.320190
	Iteration 5F: 3 clusters Score -230536 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -230773.828125 Penalty: 770.320190
	Iteration 6F: 3 clusters Score -230773.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -230989.078125 Penalty: 770.320190
	Iteration 7F: 3 clusters Score -230989.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -231085.453125 Penalty: 770.320190
	Iteration 8Q: 3 clusters Score -231085.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -231139.296875 Penalty: 770.320190
	Iteration 9Q: 3 clusters Score -231139.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -231166.421875 Penalty: 770.320190
	Iteration 10Q: 3 clusters Score -231166.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231188.281250 Penalty: 770.320190
	Iteration 11Q: 3 clusters Score -231188.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -231207.671875 Penalty: 770.320190
	Iteration 12Q: 3 clusters Score -231207.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -231224.093750 Penalty: 770.320190
	Iteration 13Q: 3 clusters Score -231224.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -231237.953125 Penalty: 770.320190
	Iteration 14Q: 3 clusters Score -231238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231247.359375 Penalty: 770.320190
	Iteration 15Q: 3 clusters Score -231247.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -231254.140625 Penalty: 770.320190
	Iteration 16Q: 3 clusters Score -231254.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -231259.296875 Penalty: 770.320190
	Iteration 17Q: 3 clusters Score -231259.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -231262.921875 Penalty: 770.320190
	Iteration 18Q: 3 clusters Score -231262.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -231266.484375 Penalty: 770.320190
	Iteration 19Q: 3 clusters Score -231266.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231271.500000 Penalty: 770.320190
	Iteration 20F: 3 clusters Score -231271.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -231277.437500 Penalty: 770.320190
	Iteration 21Q: 3 clusters Score -231277.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -231285.187500 Penalty: 770.320190
	Iteration 22Q: 3 clusters Score -231285.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -231295.375000 Penalty: 770.320190
	Iteration 23Q: 3 clusters Score -231295.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -231302.734375 Penalty: 770.320190
	Iteration 24Q: 3 clusters Score -231302.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -231309.734375 Penalty: 770.320190
	Iteration 25Q: 3 clusters Score -231309.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -231317.250000 Penalty: 770.320190
	Iteration 26Q: 3 clusters Score -231317.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -231324.546875 Penalty: 770.320190
	Iteration 27Q: 3 clusters Score -231324.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -231332.984375 Penalty: 770.320190
	Iteration 28Q: 3 clusters Score -231333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -231341.171875 Penalty: 770.320190
	Iteration 29Q: 3 clusters Score -231341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -231348.234375 Penalty: 770.320190
	Iteration 30Q: 3 clusters Score -231348.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -231360.750000 Penalty: 770.320190
	Iteration 31Q: 3 clusters Score -231360.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -231372.781250 Penalty: 770.320190
	Iteration 32Q: 3 clusters Score -231372.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -231379.625000 Penalty: 770.320190
	Iteration 33Q: 3 clusters Score -231379.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -231389.109375 Penalty: 770.320190
	Iteration 34Q: 3 clusters Score -231389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -231402.953125 Penalty: 770.320190
	Iteration 35Q: 3 clusters Score -231403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -231416.671875 Penalty: 770.320190
	Iteration 36Q: 3 clusters Score -231416.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -231425.265625 Penalty: 770.320190
	Iteration 37Q: 3 clusters Score -231425.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -231435.390625 Penalty: 770.320190
	Iteration 38Q: 3 clusters Score -231435.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -231445.953125 Penalty: 770.320190
	Iteration 39Q: 3 clusters Score -231446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -231456.578125 Penalty: 770.320190
	Iteration 40F: 3 clusters Score -231456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -231466.906250 Penalty: 770.320190
	Iteration 41Q: 3 clusters Score -231466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -231471.828125 Penalty: 770.320190
	Iteration 42Q: 3 clusters Score -231471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -231476.609375 Penalty: 770.320190
	Iteration 43Q: 3 clusters Score -231476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -231480.468750 Penalty: 770.320190
	Iteration 44Q: 3 clusters Score -231480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -231481.343750 Penalty: 770.320190
	Iteration 45Q: 3 clusters Score -231481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -231481.812500 Penalty: 770.320190
	Iteration 46Q: 3 clusters Score -231481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -231481.937500 Penalty: 770.320190
	Iteration 47Q: 3 clusters Score -231481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -231483.078125 Penalty: 770.320190
	Iteration 48Q: 3 clusters Score -231483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -231485.828125 Penalty: 770.320190
	Iteration 49Q: 3 clusters Score -231485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -231486.531250 Penalty: 770.320190
	Iteration 50Q: 3 clusters Score -231486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -231489.156250 Penalty: 770.320190
	Iteration 51Q: 3 clusters Score -231489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -231491.296875 Penalty: 770.320190
	Iteration 52Q: 3 clusters Score -231491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -231496.312500 Penalty: 770.320190
	Iteration 53Q: 3 clusters Score -231496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -231498.968750 Penalty: 770.320190
	Iteration 54Q: 3 clusters Score -231499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -231500.875000 Penalty: 770.320190
	Iteration 55Q: 3 clusters Score -231500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -231503.046875 Penalty: 770.320190
	Iteration 56Q: 3 clusters Score -231503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -231505.750000 Penalty: 770.320190
	Iteration 57Q: 3 clusters Score -231505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -231507.484375 Penalty: 770.320190
	Iteration 58Q: 3 clusters Score -231507.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -231509.015625 Penalty: 770.320190
	Iteration 59Q: 3 clusters Score -231509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -231509.109375 Penalty: 770.320190
	Iteration 60F: 3 clusters Score -231509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -231510.250000 Penalty: 770.320190
	Iteration 61Q: 3 clusters Score -231510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -231510.640625 Penalty: 770.320190
	Iteration 62Q: 3 clusters Score -231510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -231511.156250 Penalty: 770.320190
	Iteration 63Q: 3 clusters Score -231511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -231511.156250 Penalty: 770.320190
	Iteration 64F: 3 clusters Score -231511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (349762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349762 members 
Entering Unmasked Estep 
Score: -16665059.000000 Penalty: 580.807861
	Iteration 0F: 2 clusters Score -1.666506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175007 members 
Mstep: Class 2 contains 174755 members 
Entering Unmasked Estep 
Score: -16437090.000000 Penalty: 1161.615723
	Iteration 0F: 3 clusters Score -1.643709e+07 nChanged 172494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Mstep: Class 2 contains 174829 members 
Entering Unmasked Estep 
Score: -16548860.000000 Penalty: 1161.615723
	Iteration 1F: 3 clusters Score -1.654886e+07 nChanged 17282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -16557332.000000 Penalty: 1161.615723
	Iteration 2Q: 3 clusters Score -1.655733e+07 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184551 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -16571717.000000 Penalty: 1161.615723
	Iteration 3F: 3 clusters Score -1.657172e+07 nChanged 24457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192590 members 
Mstep: Class 2 contains 157172 members 
Entering Unmasked Estep 
Score: -16590473.000000 Penalty: 1161.615723
	Iteration 4F: 3 clusters Score -1.659047e+07 nChanged 23615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201033 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -16605474.000000 Penalty: 1161.615723
	Iteration 5F: 3 clusters Score -1.660547e+07 nChanged 17052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208661 members 
Mstep: Class 2 contains 141101 members 
Entering Unmasked Estep 
Score: -16611546.000000 Penalty: 1161.615723
	Iteration 6Q: 3 clusters Score -1.661155e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216516 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -16613969.000000 Penalty: 1161.615723
	Iteration 7Q: 3 clusters Score -1.661397e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224976 members 
Mstep: Class 2 contains 124786 members 
Entering Unmasked Estep 
Score: -16615522.000000 Penalty: 1161.615723
	Iteration 8Q: 3 clusters Score -1.661552e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234237 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -16617498.000000 Penalty: 1161.615723
	Iteration 9Q: 3 clusters Score -1.66175e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244125 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -16619912.000000 Penalty: 1161.615723
	Iteration 10Q: 3 clusters Score -1.661991e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254440 members 
Mstep: Class 2 contains 95322 members 
Entering Unmasked Estep 
Score: -16622715.000000 Penalty: 1161.615723
	Iteration 11Q: 3 clusters Score -1.662272e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265336 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -16626083.000000 Penalty: 1161.615723
	Iteration 12Q: 3 clusters Score -1.662608e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276207 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -16629060.000000 Penalty: 1161.615723
	Iteration 13Q: 3 clusters Score -1.662906e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287321 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -16633929.000000 Penalty: 1161.615723
	Iteration 14Q: 3 clusters Score -1.663393e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297857 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -16641153.000000 Penalty: 1161.615723
	Iteration 15Q: 3 clusters Score -1.664115e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306866 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -16646022.000000 Penalty: 1161.615723
	Iteration 16Q: 3 clusters Score -1.664602e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314809 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -16649315.000000 Penalty: 1161.615723
	Iteration 17Q: 3 clusters Score -1.664932e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321585 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -16651852.000000 Penalty: 1161.615723
	Iteration 18Q: 3 clusters Score -1.665185e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327471 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -16653930.000000 Penalty: 1161.615723
	Iteration 19Q: 3 clusters Score -1.665393e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332436 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -16656065.000000 Penalty: 1161.615723
	Iteration 20F: 3 clusters Score -1.665606e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336711 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -16657829.000000 Penalty: 1161.615723
	Iteration 21Q: 3 clusters Score -1.665783e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340243 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -16659367.000000 Penalty: 1161.615723
	Iteration 22Q: 3 clusters Score -1.665937e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343031 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -16660801.000000 Penalty: 1161.615723
	Iteration 23Q: 3 clusters Score -1.66608e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345159 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -16661989.000000 Penalty: 1161.615723
	Iteration 24Q: 3 clusters Score -1.666199e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346677 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -16662919.000000 Penalty: 1161.615723
	Iteration 25Q: 3 clusters Score -1.666292e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347662 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -16663537.000000 Penalty: 1161.615723
	Iteration 26Q: 3 clusters Score -1.666354e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348311 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -16663911.000000 Penalty: 1161.615723
	Iteration 27Q: 3 clusters Score -1.666391e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348763 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -16664192.000000 Penalty: 1161.615723
	Iteration 28Q: 3 clusters Score -1.666419e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349046 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16664300.000000 Penalty: 1161.615723
	Iteration 29Q: 3 clusters Score -1.66643e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349208 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16664373.000000 Penalty: 1161.615723
	Iteration 30Q: 3 clusters Score -1.666437e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349322 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -16664422.000000 Penalty: 1161.615723
	Iteration 31Q: 3 clusters Score -1.666442e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349393 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16664464.000000 Penalty: 1161.615723
	Iteration 32Q: 3 clusters Score -1.666446e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349429 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16664494.000000 Penalty: 1161.615723
	Iteration 33Q: 3 clusters Score -1.666449e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349459 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -16664515.000000 Penalty: 1161.615723
	Iteration 34Q: 3 clusters Score -1.666452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349481 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16664537.000000 Penalty: 1161.615723
	Iteration 35Q: 3 clusters Score -1.666454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349499 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -16664561.000000 Penalty: 1161.615723
	Iteration 36Q: 3 clusters Score -1.666456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349508 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16664573.000000 Penalty: 1161.615723
	Iteration 37Q: 3 clusters Score -1.666457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349517 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16664585.000000 Penalty: 1161.615723
	Iteration 38Q: 3 clusters Score -1.666458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349527 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16664605.000000 Penalty: 1161.615723
	Iteration 39Q: 3 clusters Score -1.66646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349533 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16664601.000000 Penalty: 1161.615723
	Iteration 40F: 3 clusters Score -1.66646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349540 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16664615.000000 Penalty: 1161.615723
	Iteration 41Q: 3 clusters Score -1.666462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349544 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16664634.000000 Penalty: 1161.615723
	Iteration 42Q: 3 clusters Score -1.666463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349547 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16664645.000000 Penalty: 1161.615723
	Iteration 43Q: 3 clusters Score -1.666464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349549 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16664651.000000 Penalty: 1161.615723
	Iteration 44Q: 3 clusters Score -1.666465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349553 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16664652.000000 Penalty: 1161.615723
	Iteration 45Q: 3 clusters Score -1.666465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349557 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16664647.000000 Penalty: 1161.615723
	Iteration 46Q: 3 clusters Score -1.666465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349559 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16664658.000000 Penalty: 1161.615723
	Iteration 47Q: 3 clusters Score -1.666466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349558 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16664659.000000 Penalty: 1161.615723
	Iteration 48Q: 3 clusters Score -1.666466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349558 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16664651.000000 Penalty: 1161.615723
	Iteration 49Q: 3 clusters Score -1.666465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349559 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16664648.000000 Penalty: 1161.615723
	Iteration 50Q: 3 clusters Score -1.666465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349561 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16664653.000000 Penalty: 1161.615723
	Iteration 51Q: 3 clusters Score -1.666465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349561 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16664653.000000 Penalty: 1161.615723
	Iteration 52F: 3 clusters Score -1.666465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -22116.960938 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -22116.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21620.224609 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -21620.22 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21833.187500 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -21833.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21981.326172 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -21981.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22145.714844 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -22145.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22250.025391 Penalty: 576.489929
	Iteration 4F: 3 clusters Score -22250.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22270.246094 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -22270.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22287.361328 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -22287.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22300.566406 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -22300.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22323.294922 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -22323.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22341.863281 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -22341.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22352.351562 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -22352.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22358.919922 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -22358.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22364.509766 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -22364.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22368.673828 Penalty: 576.489929
	Iteration 13Q: 3 clusters Score -22368.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22371.853516 Penalty: 576.489929
	Iteration 14Q: 3 clusters Score -22371.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22377.480469 Penalty: 576.489929
	Iteration 15Q: 3 clusters Score -22377.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22381.998047 Penalty: 576.489929
	Iteration 16Q: 3 clusters Score -22382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22383.472656 Penalty: 576.489929
	Iteration 17Q: 3 clusters Score -22383.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22385.376953 Penalty: 576.489929
	Iteration 18Q: 3 clusters Score -22385.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22385.763672 Penalty: 576.489929
	Iteration 19Q: 3 clusters Score -22385.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22386.083984 Penalty: 576.489929
	Iteration 20F: 3 clusters Score -22386.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22386.646484 Penalty: 576.489929
	Iteration 21Q: 3 clusters Score -22386.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22386.755859 Penalty: 576.489929
	Iteration 22Q: 3 clusters Score -22386.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22386.755859 Penalty: 576.489929
	Iteration 23F: 3 clusters Score -22386.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349762 members 
Mstep: Class 3 contains 404 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 160 members 
Entering Unmasked Estep 
Score: -28387926.000000 Penalty: 15756.258789
Splitting cluster 3 changes total score from -28387970.000000 to -28387926.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (31901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Entering Unmasked Estep 
Score: -1621129.125000 Penalty: 471.852875
	Iteration 0F: 2 clusters Score -1621129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1599786.500000 Penalty: 943.705750
	Iteration 0F: 3 clusters Score -1599786 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1608990.125000 Penalty: 943.705750
	Iteration 1F: 3 clusters Score -1608990 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1609844.625000 Penalty: 943.705750
	Iteration 2F: 3 clusters Score -1609845 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1611149.500000 Penalty: 943.705750
	Iteration 3F: 3 clusters Score -1611150 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1613079.250000 Penalty: 943.705750
	Iteration 4F: 3 clusters Score -1613079 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1615613.375000 Penalty: 943.705750
	Iteration 5F: 3 clusters Score -1615613 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1617612.625000 Penalty: 943.705750
	Iteration 6F: 3 clusters Score -1617613 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1618426.750000 Penalty: 943.705750
	Iteration 7Q: 3 clusters Score -1618427 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1618768.375000 Penalty: 943.705750
	Iteration 8Q: 3 clusters Score -1618768 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1619023.000000 Penalty: 943.705750
	Iteration 9Q: 3 clusters Score -1619023 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1619240.125000 Penalty: 943.705750
	Iteration 10Q: 3 clusters Score -1619240 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1619451.625000 Penalty: 943.705750
	Iteration 11Q: 3 clusters Score -1619452 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1619614.250000 Penalty: 943.705750
	Iteration 12Q: 3 clusters Score -1619614 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1619757.750000 Penalty: 943.705750
	Iteration 13Q: 3 clusters Score -1619758 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1619889.875000 Penalty: 943.705750
	Iteration 14Q: 3 clusters Score -1619890 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1620002.500000 Penalty: 943.705750
	Iteration 15Q: 3 clusters Score -1620002 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1620108.000000 Penalty: 943.705750
	Iteration 16Q: 3 clusters Score -1620108 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1620183.375000 Penalty: 943.705750
	Iteration 17Q: 3 clusters Score -1620183 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1620243.625000 Penalty: 943.705750
	Iteration 18Q: 3 clusters Score -1620244 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1620300.500000 Penalty: 943.705750
	Iteration 19Q: 3 clusters Score -1620300 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1620358.125000 Penalty: 943.705750
	Iteration 20F: 3 clusters Score -1620358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1620404.250000 Penalty: 943.705750
	Iteration 21Q: 3 clusters Score -1620404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1620444.375000 Penalty: 943.705750
	Iteration 22Q: 3 clusters Score -1620444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1620482.000000 Penalty: 943.705750
	Iteration 23Q: 3 clusters Score -1620482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1620525.625000 Penalty: 943.705750
	Iteration 24Q: 3 clusters Score -1620526 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1620564.000000 Penalty: 943.705750
	Iteration 25Q: 3 clusters Score -1620564 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1620585.125000 Penalty: 943.705750
	Iteration 26Q: 3 clusters Score -1620585 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1620615.250000 Penalty: 943.705750
	Iteration 27Q: 3 clusters Score -1620615 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1620635.625000 Penalty: 943.705750
	Iteration 28Q: 3 clusters Score -1620636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1620656.500000 Penalty: 943.705750
	Iteration 29Q: 3 clusters Score -1620656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1620682.125000 Penalty: 943.705750
	Iteration 30Q: 3 clusters Score -1620682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1620708.500000 Penalty: 943.705750
	Iteration 31Q: 3 clusters Score -1620708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1620734.625000 Penalty: 943.705750
	Iteration 32Q: 3 clusters Score -1620735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1620755.000000 Penalty: 943.705750
	Iteration 33Q: 3 clusters Score -1620755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1620766.000000 Penalty: 943.705750
	Iteration 34Q: 3 clusters Score -1620766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1620774.750000 Penalty: 943.705750
	Iteration 35Q: 3 clusters Score -1620775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1620777.125000 Penalty: 943.705750
	Iteration 36Q: 3 clusters Score -1620777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1620782.125000 Penalty: 943.705750
	Iteration 37Q: 3 clusters Score -1620782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1620790.875000 Penalty: 943.705750
	Iteration 38Q: 3 clusters Score -1620791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1620793.000000 Penalty: 943.705750
	Iteration 39Q: 3 clusters Score -1620793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1620791.500000 Penalty: 943.705750
	Iteration 40F: 3 clusters Score -1620792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1620796.375000 Penalty: 943.705750
	Iteration 41Q: 3 clusters Score -1620796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1620795.375000 Penalty: 943.705750
	Iteration 42Q: 3 clusters Score -1620795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1620792.625000 Penalty: 943.705750
	Iteration 43Q: 3 clusters Score -1620793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1620800.625000 Penalty: 943.705750
	Iteration 44Q: 3 clusters Score -1620801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1620800.000000 Penalty: 943.705750
	Iteration 45Q: 3 clusters Score -1620800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1620805.500000 Penalty: 943.705750
	Iteration 46Q: 3 clusters Score -1620806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1620807.375000 Penalty: 943.705750
	Iteration 47Q: 3 clusters Score -1620807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1620807.625000 Penalty: 943.705750
	Iteration 48Q: 3 clusters Score -1620808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1620808.000000 Penalty: 943.705750
	Iteration 49Q: 3 clusters Score -1620808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1620807.625000 Penalty: 943.705750
	Iteration 50Q: 3 clusters Score -1620808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1620809.375000 Penalty: 943.705750
	Iteration 51Q: 3 clusters Score -1620809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1620809.000000 Penalty: 943.705750
	Iteration 52Q: 3 clusters Score -1620809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1620809.375000 Penalty: 943.705750
	Iteration 53Q: 3 clusters Score -1620809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1620813.625000 Penalty: 943.705750
	Iteration 54Q: 3 clusters Score -1620814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1620810.875000 Penalty: 943.705750
	Iteration 55Q: 3 clusters Score -1620811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1620815.625000 Penalty: 943.705750
	Iteration 56Q: 3 clusters Score -1620816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1620816.125000 Penalty: 943.705750
	Iteration 57Q: 3 clusters Score -1620816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1620820.250000 Penalty: 943.705750
	Iteration 58Q: 3 clusters Score -1620820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1620819.625000 Penalty: 943.705750
	Iteration 59Q: 3 clusters Score -1620820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1620826.500000 Penalty: 943.705750
	Iteration 60F: 3 clusters Score -1620826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1620831.625000 Penalty: 943.705750
	Iteration 61Q: 3 clusters Score -1620832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1620832.375000 Penalty: 943.705750
	Iteration 62Q: 3 clusters Score -1620832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1620829.375000 Penalty: 943.705750
	Iteration 63Q: 3 clusters Score -1620829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1620831.125000 Penalty: 943.705750
	Iteration 64Q: 3 clusters Score -1620831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1620830.625000 Penalty: 943.705750
	Iteration 65Q: 3 clusters Score -1620831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1620832.000000 Penalty: 943.705750
	Iteration 66Q: 3 clusters Score -1620832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1620833.375000 Penalty: 943.705750
	Iteration 67Q: 3 clusters Score -1620833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1620832.875000 Penalty: 943.705750
	Iteration 68Q: 3 clusters Score -1620833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1620834.750000 Penalty: 943.705750
	Iteration 69Q: 3 clusters Score -1620835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1620832.875000 Penalty: 943.705750
	Iteration 70Q: 3 clusters Score -1620833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1620834.750000 Penalty: 943.705750
	Iteration 71Q: 3 clusters Score -1620835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1620834.750000 Penalty: 943.705750
	Iteration 72F: 3 clusters Score -1620835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -98279.726562 Penalty: 346.022705
	Iteration 0F: 2 clusters Score -98279.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -96849.750000 Penalty: 692.045410
	Iteration 0F: 3 clusters Score -96849.75 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -97343.226562 Penalty: 692.045410
	Iteration 1F: 3 clusters Score -97343.23 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -97405.609375 Penalty: 692.045410
	Iteration 2F: 3 clusters Score -97405.61 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -97455.203125 Penalty: 692.045410
	Iteration 3F: 3 clusters Score -97455.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -97497.687500 Penalty: 692.045410
	Iteration 4Q: 3 clusters Score -97497.69 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -97562.148438 Penalty: 692.045410
	Iteration 5Q: 3 clusters Score -97562.15 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -97646.531250 Penalty: 692.045410
	Iteration 6F: 3 clusters Score -97646.53 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -97736.531250 Penalty: 692.045410
	Iteration 7F: 3 clusters Score -97736.53 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -97820.273438 Penalty: 692.045410
	Iteration 8Q: 3 clusters Score -97820.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -97875.789062 Penalty: 692.045410
	Iteration 9Q: 3 clusters Score -97875.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -97907.664062 Penalty: 692.045410
	Iteration 10Q: 3 clusters Score -97907.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -97941.250000 Penalty: 692.045410
	Iteration 11Q: 3 clusters Score -97941.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -97964.640625 Penalty: 692.045410
	Iteration 12Q: 3 clusters Score -97964.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -97973.164062 Penalty: 692.045410
	Iteration 13Q: 3 clusters Score -97973.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -97980.585938 Penalty: 692.045410
	Iteration 14Q: 3 clusters Score -97980.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -97982.085938 Penalty: 692.045410
	Iteration 15Q: 3 clusters Score -97982.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -97982.085938 Penalty: 692.045410
	Iteration 16F: 3 clusters Score -97982.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -112685.539062 Penalty: 353.159393
	Iteration 0F: 2 clusters Score -112685.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -111014.890625 Penalty: 706.318787
	Iteration 0F: 3 clusters Score -111014.9 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -111577.921875 Penalty: 706.318787
	Iteration 1F: 3 clusters Score -111577.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -111652.320312 Penalty: 706.318787
	Iteration 2F: 3 clusters Score -111652.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -111698.281250 Penalty: 706.318787
	Iteration 3Q: 3 clusters Score -111698.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -111736.453125 Penalty: 706.318787
	Iteration 4Q: 3 clusters Score -111736.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -111773.234375 Penalty: 706.318787
	Iteration 5Q: 3 clusters Score -111773.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -111811.484375 Penalty: 706.318787
	Iteration 6Q: 3 clusters Score -111811.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -111855.273438 Penalty: 706.318787
	Iteration 7Q: 3 clusters Score -111855.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -111899.125000 Penalty: 706.318787
	Iteration 8Q: 3 clusters Score -111899.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -111932.656250 Penalty: 706.318787
	Iteration 9Q: 3 clusters Score -111932.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -111966.515625 Penalty: 706.318787
	Iteration 10Q: 3 clusters Score -111966.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -111990.187500 Penalty: 706.318787
	Iteration 11Q: 3 clusters Score -111990.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -112021.984375 Penalty: 706.318787
	Iteration 12Q: 3 clusters Score -112022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -112051.515625 Penalty: 706.318787
	Iteration 13Q: 3 clusters Score -112051.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -112072.039062 Penalty: 706.318787
	Iteration 14Q: 3 clusters Score -112072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -112083.109375 Penalty: 706.318787
	Iteration 15Q: 3 clusters Score -112083.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -112088.429688 Penalty: 706.318787
	Iteration 16Q: 3 clusters Score -112088.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -112090.968750 Penalty: 706.318787
	Iteration 17Q: 3 clusters Score -112091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -112091.992188 Penalty: 706.318787
	Iteration 18Q: 3 clusters Score -112092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -112092.375000 Penalty: 706.318787
	Iteration 19Q: 3 clusters Score -112092.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -112092.867188 Penalty: 706.318787
	Iteration 20F: 3 clusters Score -112092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -112094.562500 Penalty: 706.318787
	Iteration 21Q: 3 clusters Score -112094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -112096.835938 Penalty: 706.318787
	Iteration 22Q: 3 clusters Score -112096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -112099.671875 Penalty: 706.318787
	Iteration 23Q: 3 clusters Score -112099.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -112102.570312 Penalty: 706.318787
	Iteration 24Q: 3 clusters Score -112102.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -112107.140625 Penalty: 706.318787
	Iteration 25Q: 3 clusters Score -112107.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -112110.515625 Penalty: 706.318787
	Iteration 26Q: 3 clusters Score -112110.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -112112.570312 Penalty: 706.318787
	Iteration 27Q: 3 clusters Score -112112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -112114.046875 Penalty: 706.318787
	Iteration 28Q: 3 clusters Score -112114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -112115.921875 Penalty: 706.318787
	Iteration 29Q: 3 clusters Score -112115.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -112118.882812 Penalty: 706.318787
	Iteration 30Q: 3 clusters Score -112118.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -112122.031250 Penalty: 706.318787
	Iteration 31Q: 3 clusters Score -112122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -112125.421875 Penalty: 706.318787
	Iteration 32Q: 3 clusters Score -112125.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -112128.437500 Penalty: 706.318787
	Iteration 33Q: 3 clusters Score -112128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -112133.078125 Penalty: 706.318787
	Iteration 34Q: 3 clusters Score -112133.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -112141.585938 Penalty: 706.318787
	Iteration 35Q: 3 clusters Score -112141.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -112148.421875 Penalty: 706.318787
	Iteration 36Q: 3 clusters Score -112148.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -112154.421875 Penalty: 706.318787
	Iteration 37Q: 3 clusters Score -112154.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -112160.820312 Penalty: 706.318787
	Iteration 38Q: 3 clusters Score -112160.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -112167.937500 Penalty: 706.318787
	Iteration 39Q: 3 clusters Score -112167.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -112175.820312 Penalty: 706.318787
	Iteration 40F: 3 clusters Score -112175.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -112183.125000 Penalty: 706.318787
	Iteration 41Q: 3 clusters Score -112183.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -112186.453125 Penalty: 706.318787
	Iteration 42Q: 3 clusters Score -112186.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -112190.015625 Penalty: 706.318787
	Iteration 43Q: 3 clusters Score -112190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -112193.640625 Penalty: 706.318787
	Iteration 44Q: 3 clusters Score -112193.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -112199.476562 Penalty: 706.318787
	Iteration 45Q: 3 clusters Score -112199.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -112203.859375 Penalty: 706.318787
	Iteration 46Q: 3 clusters Score -112203.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -112207.718750 Penalty: 706.318787
	Iteration 47Q: 3 clusters Score -112207.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -112214.851562 Penalty: 706.318787
	Iteration 48Q: 3 clusters Score -112214.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -112223.851562 Penalty: 706.318787
	Iteration 49Q: 3 clusters Score -112223.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -112237.281250 Penalty: 706.318787
	Iteration 50Q: 3 clusters Score -112237.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -112251.773438 Penalty: 706.318787
	Iteration 51Q: 3 clusters Score -112251.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -112263.789062 Penalty: 706.318787
	Iteration 52Q: 3 clusters Score -112263.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -112270.132812 Penalty: 706.318787
	Iteration 53Q: 3 clusters Score -112270.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -112278.234375 Penalty: 706.318787
	Iteration 54Q: 3 clusters Score -112278.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -112288.859375 Penalty: 706.318787
	Iteration 55Q: 3 clusters Score -112288.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -112303.046875 Penalty: 706.318787
	Iteration 56Q: 3 clusters Score -112303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -112320.101562 Penalty: 706.318787
	Iteration 57Q: 3 clusters Score -112320.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -112332.414062 Penalty: 706.318787
	Iteration 58Q: 3 clusters Score -112332.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -112340.601562 Penalty: 706.318787
	Iteration 59Q: 3 clusters Score -112340.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -112347.570312 Penalty: 706.318787
	Iteration 60F: 3 clusters Score -112347.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -112358.429688 Penalty: 706.318787
	Iteration 61Q: 3 clusters Score -112358.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -112368.921875 Penalty: 706.318787
	Iteration 62Q: 3 clusters Score -112368.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -112374.132812 Penalty: 706.318787
	Iteration 63Q: 3 clusters Score -112374.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -112378.218750 Penalty: 706.318787
	Iteration 64Q: 3 clusters Score -112378.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -112384.148438 Penalty: 706.318787
	Iteration 65Q: 3 clusters Score -112384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -112390.148438 Penalty: 706.318787
	Iteration 66Q: 3 clusters Score -112390.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -112392.046875 Penalty: 706.318787
	Iteration 67Q: 3 clusters Score -112392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -112393.953125 Penalty: 706.318787
	Iteration 68Q: 3 clusters Score -112394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -112398.320312 Penalty: 706.318787
	Iteration 69Q: 3 clusters Score -112398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -112401.070312 Penalty: 706.318787
	Iteration 70Q: 3 clusters Score -112401.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -112402.726562 Penalty: 706.318787
	Iteration 71Q: 3 clusters Score -112402.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -112404.148438 Penalty: 706.318787
	Iteration 72Q: 3 clusters Score -112404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -112405.187500 Penalty: 706.318787
	Iteration 73Q: 3 clusters Score -112405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -112407.265625 Penalty: 706.318787
	Iteration 74Q: 3 clusters Score -112407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -112408.929688 Penalty: 706.318787
	Iteration 75Q: 3 clusters Score -112408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -112410.460938 Penalty: 706.318787
	Iteration 76Q: 3 clusters Score -112410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -112411.234375 Penalty: 706.318787
	Iteration 77Q: 3 clusters Score -112411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -112412.570312 Penalty: 706.318787
	Iteration 78Q: 3 clusters Score -112412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -112414.429688 Penalty: 706.318787
	Iteration 79Q: 3 clusters Score -112414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -112417.828125 Penalty: 706.318787
	Iteration 80F: 3 clusters Score -112417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -112419.062500 Penalty: 706.318787
	Iteration 81Q: 3 clusters Score -112419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -112419.914062 Penalty: 706.318787
	Iteration 82Q: 3 clusters Score -112419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -112423.171875 Penalty: 706.318787
	Iteration 83Q: 3 clusters Score -112423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -112423.757812 Penalty: 706.318787
	Iteration 84Q: 3 clusters Score -112423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -112424.789062 Penalty: 706.318787
	Iteration 85Q: 3 clusters Score -112424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -112425.937500 Penalty: 706.318787
	Iteration 86Q: 3 clusters Score -112425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -112426.218750 Penalty: 706.318787
	Iteration 87Q: 3 clusters Score -112426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -112426.218750 Penalty: 706.318787
	Iteration 88F: 3 clusters Score -112426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -47978.750000 Penalty: 316.522827
	Iteration 0F: 2 clusters Score -47978.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -47113.472656 Penalty: 633.045654
	Iteration 0F: 3 clusters Score -47113.47 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -47342.156250 Penalty: 633.045654
	Iteration 1F: 3 clusters Score -47342.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47391.492188 Penalty: 633.045654
	Iteration 2F: 3 clusters Score -47391.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47427.750000 Penalty: 633.045654
	Iteration 3F: 3 clusters Score -47427.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -47452.273438 Penalty: 633.045654
	Iteration 4Q: 3 clusters Score -47452.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -47472.988281 Penalty: 633.045654
	Iteration 5Q: 3 clusters Score -47472.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47496.878906 Penalty: 633.045654
	Iteration 6Q: 3 clusters Score -47496.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47521.089844 Penalty: 633.045654
	Iteration 7Q: 3 clusters Score -47521.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47539.285156 Penalty: 633.045654
	Iteration 8Q: 3 clusters Score -47539.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47555.152344 Penalty: 633.045654
	Iteration 9Q: 3 clusters Score -47555.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47576.078125 Penalty: 633.045654
	Iteration 10Q: 3 clusters Score -47576.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47600.074219 Penalty: 633.045654
	Iteration 11Q: 3 clusters Score -47600.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47615.675781 Penalty: 633.045654
	Iteration 12Q: 3 clusters Score -47615.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47633.351562 Penalty: 633.045654
	Iteration 13Q: 3 clusters Score -47633.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47664.214844 Penalty: 633.045654
	Iteration 14Q: 3 clusters Score -47664.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47680.945312 Penalty: 633.045654
	Iteration 15Q: 3 clusters Score -47680.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47692.972656 Penalty: 633.045654
	Iteration 16Q: 3 clusters Score -47692.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47699.804688 Penalty: 633.045654
	Iteration 17Q: 3 clusters Score -47699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47702.957031 Penalty: 633.045654
	Iteration 18Q: 3 clusters Score -47702.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47707.347656 Penalty: 633.045654
	Iteration 19Q: 3 clusters Score -47707.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47712.304688 Penalty: 633.045654
	Iteration 20F: 3 clusters Score -47712.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47720.535156 Penalty: 633.045654
	Iteration 21Q: 3 clusters Score -47720.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47732.113281 Penalty: 633.045654
	Iteration 22Q: 3 clusters Score -47732.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47749.652344 Penalty: 633.045654
	Iteration 23Q: 3 clusters Score -47749.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47755.386719 Penalty: 633.045654
	Iteration 24Q: 3 clusters Score -47755.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47761.414062 Penalty: 633.045654
	Iteration 25Q: 3 clusters Score -47761.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47764.363281 Penalty: 633.045654
	Iteration 26Q: 3 clusters Score -47764.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47765.683594 Penalty: 633.045654
	Iteration 27Q: 3 clusters Score -47765.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47765.855469 Penalty: 633.045654
	Iteration 28Q: 3 clusters Score -47765.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47766.191406 Penalty: 633.045654
	Iteration 29Q: 3 clusters Score -47766.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47767.214844 Penalty: 633.045654
	Iteration 30Q: 3 clusters Score -47767.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47767.578125 Penalty: 633.045654
	Iteration 31Q: 3 clusters Score -47767.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47767.730469 Penalty: 633.045654
	Iteration 32Q: 3 clusters Score -47767.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47767.730469 Penalty: 633.045654
	Iteration 33F: 3 clusters Score -47767.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -10364.308594 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -10364.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10070.308594 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -10070.31 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10283.167969 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -10283.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10365.354492 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -10365.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10421.345703 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -10421.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -10441.005859 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -10441.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -10443.411133 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -10443.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -10447.397461 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -10447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -10447.397461 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -10447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349762 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 37 members 
Entering Unmasked Estep 
Score: -28387694.000000 Penalty: 15756.258789
Splitting cluster 8 changes total score from -28387970.000000 to -28387694.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -229385.187500 Penalty: 388.717926
	Iteration 0F: 2 clusters Score -229385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -225967.640625 Penalty: 777.435852
	Iteration 0F: 3 clusters Score -225967.6 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -227266.984375 Penalty: 777.435852
	Iteration 1F: 3 clusters Score -227267 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -227444.000000 Penalty: 777.435852
	Iteration 2F: 3 clusters Score -227444 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -227650.296875 Penalty: 777.435852
	Iteration 3F: 3 clusters Score -227650.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -227872.515625 Penalty: 777.435852
	Iteration 4F: 3 clusters Score -227872.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -228107.796875 Penalty: 777.435852
	Iteration 5F: 3 clusters Score -228107.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -228315.109375 Penalty: 777.435852
	Iteration 6Q: 3 clusters Score -228315.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -228477.359375 Penalty: 777.435852
	Iteration 7Q: 3 clusters Score -228477.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -228575.125000 Penalty: 777.435852
	Iteration 8Q: 3 clusters Score -228575.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -228640.562500 Penalty: 777.435852
	Iteration 9Q: 3 clusters Score -228640.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -228699.703125 Penalty: 777.435852
	Iteration 10Q: 3 clusters Score -228699.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -228762.187500 Penalty: 777.435852
	Iteration 11Q: 3 clusters Score -228762.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -228817.390625 Penalty: 777.435852
	Iteration 12Q: 3 clusters Score -228817.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -228845.390625 Penalty: 777.435852
	Iteration 13Q: 3 clusters Score -228845.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -228868.750000 Penalty: 777.435852
	Iteration 14Q: 3 clusters Score -228868.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -228894.906250 Penalty: 777.435852
	Iteration 15Q: 3 clusters Score -228894.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -228930.296875 Penalty: 777.435852
	Iteration 16Q: 3 clusters Score -228930.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -228962.812500 Penalty: 777.435852
	Iteration 17Q: 3 clusters Score -228962.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -228993.875000 Penalty: 777.435852
	Iteration 18Q: 3 clusters Score -228993.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -229015.406250 Penalty: 777.435852
	Iteration 19Q: 3 clusters Score -229015.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -229031.312500 Penalty: 777.435852
	Iteration 20F: 3 clusters Score -229031.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -229046.609375 Penalty: 777.435852
	Iteration 21Q: 3 clusters Score -229046.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -229058.531250 Penalty: 777.435852
	Iteration 22Q: 3 clusters Score -229058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -229066.218750 Penalty: 777.435852
	Iteration 23Q: 3 clusters Score -229066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -229070.531250 Penalty: 777.435852
	Iteration 24Q: 3 clusters Score -229070.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -229073.937500 Penalty: 777.435852
	Iteration 25Q: 3 clusters Score -229073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -229074.546875 Penalty: 777.435852
	Iteration 26Q: 3 clusters Score -229074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -229075.828125 Penalty: 777.435852
	Iteration 27Q: 3 clusters Score -229075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -229079.609375 Penalty: 777.435852
	Iteration 28Q: 3 clusters Score -229079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -229084.750000 Penalty: 777.435852
	Iteration 29Q: 3 clusters Score -229084.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -229088.546875 Penalty: 777.435852
	Iteration 30Q: 3 clusters Score -229088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -229091.187500 Penalty: 777.435852
	Iteration 31Q: 3 clusters Score -229091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -229094.390625 Penalty: 777.435852
	Iteration 32Q: 3 clusters Score -229094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -229095.906250 Penalty: 777.435852
	Iteration 33Q: 3 clusters Score -229095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -229097.453125 Penalty: 777.435852
	Iteration 34Q: 3 clusters Score -229097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -229098.640625 Penalty: 777.435852
	Iteration 35Q: 3 clusters Score -229098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -229099.312500 Penalty: 777.435852
	Iteration 36Q: 3 clusters Score -229099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -229099.859375 Penalty: 777.435852
	Iteration 37Q: 3 clusters Score -229099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -229099.859375 Penalty: 777.435852
	Iteration 38F: 3 clusters Score -229099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9159.704102 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9159.704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8882.692383 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -8882.692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8937.766602 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -8937.767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8948.906250 Penalty: 482.600739
	Iteration 2Q: 3 clusters Score -8948.906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8951.203125 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -8951.203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8956.466797 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -8956.467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8957.350586 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -8957.351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8957.350586 Penalty: 482.600739
	Iteration 6F: 3 clusters Score -8957.351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -8528.869141 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -8528.869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8267.616211 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -8267.616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8330.916992 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -8330.917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8351.010742 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -8351.011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8356.277344 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -8356.277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8360.007812 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -8360.008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8361.384766 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -8361.385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8365.281250 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -8365.281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8365.595703 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -8365.596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8365.595703 Penalty: 483.948914
	Iteration 8F: 3 clusters Score -8365.596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Entering Unmasked Estep 
Score: -1345217.500000 Penalty: 463.510712
	Iteration 0F: 2 clusters Score -1345218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1327731.375000 Penalty: 927.021423
	Iteration 0F: 3 clusters Score -1327731 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1336370.375000 Penalty: 927.021423
	Iteration 1F: 3 clusters Score -1336370 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1338262.250000 Penalty: 927.021423
	Iteration 2F: 3 clusters Score -1338262 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1340688.375000 Penalty: 927.021423
	Iteration 3F: 3 clusters Score -1340688 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1342821.750000 Penalty: 927.021423
	Iteration 4F: 3 clusters Score -1342822 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1344042.750000 Penalty: 927.021423
	Iteration 5Q: 3 clusters Score -1344043 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1344531.125000 Penalty: 927.021423
	Iteration 6Q: 3 clusters Score -1344531 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1344700.750000 Penalty: 927.021423
	Iteration 7Q: 3 clusters Score -1344701 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1344771.875000 Penalty: 927.021423
	Iteration 8Q: 3 clusters Score -1344772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1344808.500000 Penalty: 927.021423
	Iteration 9Q: 3 clusters Score -1344808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1344838.000000 Penalty: 927.021423
	Iteration 10Q: 3 clusters Score -1344838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1344857.000000 Penalty: 927.021423
	Iteration 11Q: 3 clusters Score -1344857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1344870.000000 Penalty: 927.021423
	Iteration 12Q: 3 clusters Score -1344870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1344887.375000 Penalty: 927.021423
	Iteration 13Q: 3 clusters Score -1344887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1344896.875000 Penalty: 927.021423
	Iteration 14Q: 3 clusters Score -1344897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1344905.750000 Penalty: 927.021423
	Iteration 15Q: 3 clusters Score -1344906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1344907.125000 Penalty: 927.021423
	Iteration 16Q: 3 clusters Score -1344907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1344907.125000 Penalty: 927.021423
	Iteration 17F: 3 clusters Score -1344907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Entering Unmasked Estep 
Score: -1980188.750000 Penalty: 485.742218
	Iteration 0F: 2 clusters Score -1980189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -1951200.625000 Penalty: 971.484436
	Iteration 0F: 3 clusters Score -1951201 nChanged 20906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1963493.750000 Penalty: 971.484436
	Iteration 1F: 3 clusters Score -1963494 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -1964123.750000 Penalty: 971.484436
	Iteration 2Q: 3 clusters Score -1964124 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -1965046.750000 Penalty: 971.484436
	Iteration 3Q: 3 clusters Score -1965047 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -1966431.625000 Penalty: 971.484436
	Iteration 4F: 3 clusters Score -1966432 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -1968314.750000 Penalty: 971.484436
	Iteration 5F: 3 clusters Score -1968315 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -1970078.500000 Penalty: 971.484436
	Iteration 6F: 3 clusters Score -1970078 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -1971071.125000 Penalty: 971.484436
	Iteration 7Q: 3 clusters Score -1971071 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -1971503.125000 Penalty: 971.484436
	Iteration 8Q: 3 clusters Score -1971503 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -1971670.000000 Penalty: 971.484436
	Iteration 9Q: 3 clusters Score -1971670 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1971785.125000 Penalty: 971.484436
	Iteration 10Q: 3 clusters Score -1971785 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1971877.500000 Penalty: 971.484436
	Iteration 11Q: 3 clusters Score -1971878 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1971946.125000 Penalty: 971.484436
	Iteration 12Q: 3 clusters Score -1971946 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1972017.500000 Penalty: 971.484436
	Iteration 13Q: 3 clusters Score -1972018 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1972103.125000 Penalty: 971.484436
	Iteration 14Q: 3 clusters Score -1972103 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1972200.500000 Penalty: 971.484436
	Iteration 15Q: 3 clusters Score -1972200 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1972312.750000 Penalty: 971.484436
	Iteration 16Q: 3 clusters Score -1972313 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1972438.875000 Penalty: 971.484436
	Iteration 17Q: 3 clusters Score -1972439 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1972586.625000 Penalty: 971.484436
	Iteration 18Q: 3 clusters Score -1972587 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1972760.125000 Penalty: 971.484436
	Iteration 19Q: 3 clusters Score -1972760 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1972953.000000 Penalty: 971.484436
	Iteration 20F: 3 clusters Score -1972953 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1973180.750000 Penalty: 971.484436
	Iteration 21Q: 3 clusters Score -1973181 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1973468.000000 Penalty: 971.484436
	Iteration 22Q: 3 clusters Score -1973468 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1973776.500000 Penalty: 971.484436
	Iteration 23Q: 3 clusters Score -1973776 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1974145.000000 Penalty: 971.484436
	Iteration 24Q: 3 clusters Score -1974145 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1974564.375000 Penalty: 971.484436
	Iteration 25Q: 3 clusters Score -1974564 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1974974.000000 Penalty: 971.484436
	Iteration 26Q: 3 clusters Score -1974974 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1975452.625000 Penalty: 971.484436
	Iteration 27Q: 3 clusters Score -1975453 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1975967.500000 Penalty: 971.484436
	Iteration 28Q: 3 clusters Score -1975968 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1976572.750000 Penalty: 971.484436
	Iteration 29Q: 3 clusters Score -1976573 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1977207.375000 Penalty: 971.484436
	Iteration 30Q: 3 clusters Score -1977207 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1977786.250000 Penalty: 971.484436
	Iteration 31Q: 3 clusters Score -1977786 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1978284.375000 Penalty: 971.484436
	Iteration 32Q: 3 clusters Score -1978284 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1978725.250000 Penalty: 971.484436
	Iteration 33Q: 3 clusters Score -1978725 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1979087.375000 Penalty: 971.484436
	Iteration 34Q: 3 clusters Score -1979087 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1979324.250000 Penalty: 971.484436
	Iteration 35Q: 3 clusters Score -1979324 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1979486.750000 Penalty: 971.484436
	Iteration 36Q: 3 clusters Score -1979487 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1979580.000000 Penalty: 971.484436
	Iteration 37Q: 3 clusters Score -1979580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1979628.000000 Penalty: 971.484436
	Iteration 38Q: 3 clusters Score -1979628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1979664.125000 Penalty: 971.484436
	Iteration 39Q: 3 clusters Score -1979664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1979719.500000 Penalty: 971.484436
	Iteration 40F: 3 clusters Score -1979720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1979771.375000 Penalty: 971.484436
	Iteration 41Q: 3 clusters Score -1979771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1979800.875000 Penalty: 971.484436
	Iteration 42Q: 3 clusters Score -1979801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1979827.000000 Penalty: 971.484436
	Iteration 43Q: 3 clusters Score -1979827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1979838.250000 Penalty: 971.484436
	Iteration 44Q: 3 clusters Score -1979838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1979854.000000 Penalty: 971.484436
	Iteration 45Q: 3 clusters Score -1979854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1979866.125000 Penalty: 971.484436
	Iteration 46Q: 3 clusters Score -1979866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1979871.875000 Penalty: 971.484436
	Iteration 47Q: 3 clusters Score -1979872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1979875.125000 Penalty: 971.484436
	Iteration 48Q: 3 clusters Score -1979875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1979877.875000 Penalty: 971.484436
	Iteration 49Q: 3 clusters Score -1979878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1979879.000000 Penalty: 971.484436
	Iteration 50Q: 3 clusters Score -1979879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1979879.000000 Penalty: 971.484436
	Iteration 51F: 3 clusters Score -1979879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (108061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108061 members 
Entering Unmasked Estep 
Score: -5292314.500000 Penalty: 527.365540
	Iteration 0F: 2 clusters Score -5292314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -5219335.500000 Penalty: 1054.731079
	Iteration 0F: 3 clusters Score -5219336 nChanged 52735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -5253808.500000 Penalty: 1054.731079
	Iteration 1F: 3 clusters Score -5253808 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -5256387.000000 Penalty: 1054.731079
	Iteration 2F: 3 clusters Score -5256387 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5260110.500000 Penalty: 1054.731079
	Iteration 3F: 3 clusters Score -5260110 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5265853.000000 Penalty: 1054.731079
	Iteration 4F: 3 clusters Score -5265853 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5273545.500000 Penalty: 1054.731079
	Iteration 5F: 3 clusters Score -5273546 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -5281929.000000 Penalty: 1054.731079
	Iteration 6F: 3 clusters Score -5281929 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -5288295.500000 Penalty: 1054.731079
	Iteration 7F: 3 clusters Score -5288296 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5290958.500000 Penalty: 1054.731079
	Iteration 8Q: 3 clusters Score -5290958 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5291600.500000 Penalty: 1054.731079
	Iteration 9Q: 3 clusters Score -5291600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5291768.500000 Penalty: 1054.731079
	Iteration 10Q: 3 clusters Score -5291768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5291823.500000 Penalty: 1054.731079
	Iteration 11Q: 3 clusters Score -5291824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5291832.500000 Penalty: 1054.731079
	Iteration 12Q: 3 clusters Score -5291832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5291851.000000 Penalty: 1054.731079
	Iteration 13Q: 3 clusters Score -5291851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5291858.500000 Penalty: 1054.731079
	Iteration 14Q: 3 clusters Score -5291858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5291862.500000 Penalty: 1054.731079
	Iteration 15Q: 3 clusters Score -5291862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5291867.500000 Penalty: 1054.731079
	Iteration 16Q: 3 clusters Score -5291868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5291869.500000 Penalty: 1054.731079
	Iteration 17Q: 3 clusters Score -5291870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5291869.500000 Penalty: 1054.731079
	Iteration 18F: 3 clusters Score -5291870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Entering Unmasked Estep 
Score: -1290357.875000 Penalty: 461.473206
	Iteration 0F: 2 clusters Score -1290358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1273466.625000 Penalty: 922.946411
	Iteration 0F: 3 clusters Score -1273467 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1280267.875000 Penalty: 922.946411
	Iteration 1F: 3 clusters Score -1280268 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1280504.250000 Penalty: 922.946411
	Iteration 2Q: 3 clusters Score -1280504 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1280857.125000 Penalty: 922.946411
	Iteration 3Q: 3 clusters Score -1280857 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1281414.875000 Penalty: 922.946411
	Iteration 4Q: 3 clusters Score -1281415 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1282457.250000 Penalty: 922.946411
	Iteration 5F: 3 clusters Score -1282457 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1284214.250000 Penalty: 922.946411
	Iteration 6F: 3 clusters Score -1284214 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1286235.125000 Penalty: 922.946411
	Iteration 7F: 3 clusters Score -1286235 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1287775.750000 Penalty: 922.946411
	Iteration 8F: 3 clusters Score -1287776 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1288631.500000 Penalty: 922.946411
	Iteration 9Q: 3 clusters Score -1288632 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1289019.250000 Penalty: 922.946411
	Iteration 10Q: 3 clusters Score -1289019 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1289226.250000 Penalty: 922.946411
	Iteration 11Q: 3 clusters Score -1289226 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1289359.500000 Penalty: 922.946411
	Iteration 12Q: 3 clusters Score -1289360 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1289454.875000 Penalty: 922.946411
	Iteration 13Q: 3 clusters Score -1289455 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1289545.375000 Penalty: 922.946411
	Iteration 14Q: 3 clusters Score -1289545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1289625.500000 Penalty: 922.946411
	Iteration 15Q: 3 clusters Score -1289626 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1289680.750000 Penalty: 922.946411
	Iteration 16Q: 3 clusters Score -1289681 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1289731.500000 Penalty: 922.946411
	Iteration 17Q: 3 clusters Score -1289732 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1289770.250000 Penalty: 922.946411
	Iteration 18Q: 3 clusters Score -1289770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1289820.375000 Penalty: 922.946411
	Iteration 19Q: 3 clusters Score -1289820 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1289863.500000 Penalty: 922.946411
	Iteration 20F: 3 clusters Score -1289864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1289892.625000 Penalty: 922.946411
	Iteration 21Q: 3 clusters Score -1289893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1289918.750000 Penalty: 922.946411
	Iteration 22Q: 3 clusters Score -1289919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1289931.125000 Penalty: 922.946411
	Iteration 23Q: 3 clusters Score -1289931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1289942.750000 Penalty: 922.946411
	Iteration 24Q: 3 clusters Score -1289943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1289959.500000 Penalty: 922.946411
	Iteration 25Q: 3 clusters Score -1289960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1289975.625000 Penalty: 922.946411
	Iteration 26Q: 3 clusters Score -1289976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1289985.250000 Penalty: 922.946411
	Iteration 27Q: 3 clusters Score -1289985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1289996.875000 Penalty: 922.946411
	Iteration 28Q: 3 clusters Score -1289997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1290004.875000 Penalty: 922.946411
	Iteration 29Q: 3 clusters Score -1290005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1290015.125000 Penalty: 922.946411
	Iteration 30Q: 3 clusters Score -1290015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1290025.125000 Penalty: 922.946411
	Iteration 31Q: 3 clusters Score -1290025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1290033.250000 Penalty: 922.946411
	Iteration 32Q: 3 clusters Score -1290033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1290040.375000 Penalty: 922.946411
	Iteration 33Q: 3 clusters Score -1290040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1290049.875000 Penalty: 922.946411
	Iteration 34Q: 3 clusters Score -1290050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1290052.625000 Penalty: 922.946411
	Iteration 35Q: 3 clusters Score -1290053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1290055.875000 Penalty: 922.946411
	Iteration 36Q: 3 clusters Score -1290056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1290056.500000 Penalty: 922.946411
	Iteration 37Q: 3 clusters Score -1290056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1290057.875000 Penalty: 922.946411
	Iteration 38Q: 3 clusters Score -1290058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1290056.500000 Penalty: 922.946411
	Iteration 39Q: 3 clusters Score -1290056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1290056.375000 Penalty: 922.946411
	Iteration 40F: 3 clusters Score -1290056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1290057.375000 Penalty: 922.946411
	Iteration 41Q: 3 clusters Score -1290057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1290056.375000 Penalty: 922.946411
	Iteration 42Q: 3 clusters Score -1290056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1290056.875000 Penalty: 922.946411
	Iteration 43Q: 3 clusters Score -1290057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1290057.500000 Penalty: 922.946411
	Iteration 44Q: 3 clusters Score -1290058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1290057.625000 Penalty: 922.946411
	Iteration 45Q: 3 clusters Score -1290058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1290058.375000 Penalty: 922.946411
	Iteration 46Q: 3 clusters Score -1290058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1290058.625000 Penalty: 922.946411
	Iteration 47Q: 3 clusters Score -1290059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1290058.500000 Penalty: 922.946411
	Iteration 48Q: 3 clusters Score -1290058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1290057.875000 Penalty: 922.946411
	Iteration 49Q: 3 clusters Score -1290058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1290061.000000 Penalty: 922.946411
	Iteration 50Q: 3 clusters Score -1290061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1290060.875000 Penalty: 922.946411
	Iteration 51Q: 3 clusters Score -1290061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1290059.875000 Penalty: 922.946411
	Iteration 52Q: 3 clusters Score -1290060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1290060.125000 Penalty: 922.946411
	Iteration 53Q: 3 clusters Score -1290060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1290059.125000 Penalty: 922.946411
	Iteration 54Q: 3 clusters Score -1290059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1290058.500000 Penalty: 922.946411
	Iteration 55Q: 3 clusters Score -1290058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1290059.250000 Penalty: 922.946411
	Iteration 56Q: 3 clusters Score -1290059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1290060.500000 Penalty: 922.946411
	Iteration 57Q: 3 clusters Score -1290060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1290061.000000 Penalty: 922.946411
	Iteration 58Q: 3 clusters Score -1290061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1290061.000000 Penalty: 922.946411
	Iteration 59F: 3 clusters Score -1290061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -26379.000000 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -26379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25779.662109 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -25779.66 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -25948.732422 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -25948.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -26037.664062 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -26037.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26206.564453 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -26206.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26394.144531 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -26394.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26470.578125 Penalty: 591.343628
	Iteration 5F: 3 clusters Score -26470.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26533.867188 Penalty: 591.343628
	Iteration 6F: 3 clusters Score -26533.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26576.558594 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -26576.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26596.636719 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -26596.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26602.482422 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -26602.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26604.191406 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -26604.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26604.410156 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -26604.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26604.410156 Penalty: 591.343628
	Iteration 12F: 3 clusters Score -26604.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 349762 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 31901 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 26557 members 
Mstep: Class 13 contains 43289 members 
Mstep: Class 14 contains 108061 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 360 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 366 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 1291 members 
Mstep: Class 26 contains 251 members 
Entering Unmasked Estep 
Score: -28387870.000000 Penalty: 15756.258789
Splitting cluster 16 changes total score from -28387970.000000 to -28387870.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -29036.296875 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -29036.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28452.236328 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -28452.24 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28605.691406 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -28605.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28660.240234 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -28660.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28702.658203 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -28702.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28733.056641 Penalty: 593.376526
	Iteration 4F: 3 clusters Score -28733.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28755.566406 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -28755.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28775.308594 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -28775.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28794.533203 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -28794.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28816.035156 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -28816.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28830.910156 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -28830.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28845.361328 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -28845.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28858.185547 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -28858.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28867.748047 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -28867.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28873.189453 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -28873.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28874.625000 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -28874.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28875.267578 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -28875.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28875.267578 Penalty: 593.376526
	Iteration 16F: 3 clusters Score -28875.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -15395.866211 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -15395.87 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 188 members 
Entering Unmasked Estep 
Score: -15044.669922 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -15044.67 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15148.431641 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -15148.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15184.098633 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -15184.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15214.872070 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -15214.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15228.470703 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -15228.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15239.849609 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -15239.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15241.864258 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -15241.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15243.041016 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -15243.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15245.786133 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -15245.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15248.459961 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -15248.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15254.194336 Penalty: 535.635498
	Iteration 10Q: 3 clusters Score -15254.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15255.463867 Penalty: 535.635498
	Iteration 11Q: 3 clusters Score -15255.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15255.463867 Penalty: 535.635498
	Iteration 12F: 3 clusters Score -15255.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -21878.708984 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -21878.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21405.183594 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -21405.18 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21511.210938 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -21511.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21550.541016 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -21550.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21569.058594 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -21569.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21582.070312 Penalty: 561.052979
	Iteration 4Q: 3 clusters Score -21582.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21589.890625 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -21589.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21599.316406 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -21599.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21606.566406 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -21606.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21611.537109 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -21611.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21614.492188 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -21614.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21617.687500 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -21617.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21619.332031 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -21619.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21622.048828 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -21622.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21623.701172 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -21623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21625.554688 Penalty: 561.052979
	Iteration 14Q: 3 clusters Score -21625.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21629.656250 Penalty: 561.052979
	Iteration 15Q: 3 clusters Score -21629.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21631.574219 Penalty: 561.052979
	Iteration 16Q: 3 clusters Score -21631.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21634.783203 Penalty: 561.052979
	Iteration 17Q: 3 clusters Score -21634.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21636.162109 Penalty: 561.052979
	Iteration 18Q: 3 clusters Score -21636.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21640.341797 Penalty: 561.052979
	Iteration 19Q: 3 clusters Score -21640.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21644.074219 Penalty: 561.052979
	Iteration 20F: 3 clusters Score -21644.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21645.587891 Penalty: 561.052979
	Iteration 21Q: 3 clusters Score -21645.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21645.996094 Penalty: 561.052979
	Iteration 22Q: 3 clusters Score -21646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21646.955078 Penalty: 561.052979
	Iteration 23Q: 3 clusters Score -21646.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21646.955078 Penalty: 561.052979
	Iteration 24F: 3 clusters Score -21646.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -116058.703125 Penalty: 353.984772
	Iteration 0F: 2 clusters Score -116058.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -114342.320312 Penalty: 707.969543
	Iteration 0F: 3 clusters Score -114342.3 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -114880.382812 Penalty: 707.969543
	Iteration 1F: 3 clusters Score -114880.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -114955.734375 Penalty: 707.969543
	Iteration 2F: 3 clusters Score -114955.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -115032.789062 Penalty: 707.969543
	Iteration 3F: 3 clusters Score -115032.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -115113.460938 Penalty: 707.969543
	Iteration 4F: 3 clusters Score -115113.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115208.757812 Penalty: 707.969543
	Iteration 5F: 3 clusters Score -115208.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -115320.375000 Penalty: 707.969543
	Iteration 6F: 3 clusters Score -115320.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -115444.140625 Penalty: 707.969543
	Iteration 7F: 3 clusters Score -115444.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -115558.937500 Penalty: 707.969543
	Iteration 8Q: 3 clusters Score -115558.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -115641.257812 Penalty: 707.969543
	Iteration 9Q: 3 clusters Score -115641.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -115693.101562 Penalty: 707.969543
	Iteration 10Q: 3 clusters Score -115693.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -115721.796875 Penalty: 707.969543
	Iteration 11Q: 3 clusters Score -115721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -115741.804688 Penalty: 707.969543
	Iteration 12Q: 3 clusters Score -115741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -115747.054688 Penalty: 707.969543
	Iteration 13Q: 3 clusters Score -115747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -115750.125000 Penalty: 707.969543
	Iteration 14Q: 3 clusters Score -115750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -115759.062500 Penalty: 707.969543
	Iteration 15Q: 3 clusters Score -115759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -115769.867188 Penalty: 707.969543
	Iteration 16Q: 3 clusters Score -115769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -115771.679688 Penalty: 707.969543
	Iteration 17Q: 3 clusters Score -115771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -115774.843750 Penalty: 707.969543
	Iteration 18Q: 3 clusters Score -115774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -115774.843750 Penalty: 707.969543
	Iteration 19F: 3 clusters Score -115774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -16923.966797 Penalty: 274.831573
	Iteration 0F: 2 clusters Score -16923.97 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: -16504.941406 Penalty: 549.663147
	Iteration 0F: 3 clusters Score -16504.94 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16646.544922 Penalty: 549.663147
	Iteration 1F: 3 clusters Score -16646.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16686.396484 Penalty: 549.663147
	Iteration 2F: 3 clusters Score -16686.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16705.849609 Penalty: 549.663147
	Iteration 3Q: 3 clusters Score -16705.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16714.556641 Penalty: 549.663147
	Iteration 4Q: 3 clusters Score -16714.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16721.978516 Penalty: 549.663147
	Iteration 5Q: 3 clusters Score -16721.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16724.695312 Penalty: 549.663147
	Iteration 6Q: 3 clusters Score -16724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16741.576172 Penalty: 549.663147
	Iteration 7Q: 3 clusters Score -16741.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16759.400391 Penalty: 549.663147
	Iteration 8Q: 3 clusters Score -16759.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16796.546875 Penalty: 549.663147
	Iteration 9Q: 3 clusters Score -16796.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -16809.056641 Penalty: 549.663147
	Iteration 10Q: 3 clusters Score -16809.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16816.806641 Penalty: 549.663147
	Iteration 11Q: 3 clusters Score -16816.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16820.888672 Penalty: 549.663147
	Iteration 12Q: 3 clusters Score -16820.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16836.656250 Penalty: 549.663147
	Iteration 13F: 3 clusters Score -16836.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16850.431641 Penalty: 549.663147
	Iteration 14Q: 3 clusters Score -16850.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16853.787109 Penalty: 549.663147
	Iteration 15Q: 3 clusters Score -16853.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16855.972656 Penalty: 549.663147
	Iteration 16Q: 3 clusters Score -16855.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16857.572266 Penalty: 549.663147
	Iteration 17Q: 3 clusters Score -16857.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16858.599609 Penalty: 549.663147
	Iteration 18Q: 3 clusters Score -16858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16858.599609 Penalty: 549.663147
	Iteration 19F: 3 clusters Score -16858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -15845.105469 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -15845.11 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 185 members 
Entering Unmasked Estep 
Score: -15497.138672 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -15497.14 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15593.943359 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -15593.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15609.544922 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -15609.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15619.179688 Penalty: 537.139648
	Iteration 3Q: 3 clusters Score -15619.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15626.831055 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -15626.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15639.865234 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -15639.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15655.376953 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -15655.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15668.471680 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -15668.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15673.372070 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -15673.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15677.983398 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -15677.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15682.819336 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -15682.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15683.971680 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -15683.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15685.243164 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -15685.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15687.461914 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -15687.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15687.995117 Penalty: 537.139648
	Iteration 14Q: 3 clusters Score -15688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15690.249023 Penalty: 537.139648
	Iteration 15Q: 3 clusters Score -15690.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15694.866211 Penalty: 537.139648
	Iteration 16Q: 3 clusters Score -15694.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15696.561523 Penalty: 537.139648
	Iteration 17Q: 3 clusters Score -15696.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15696.561523 Penalty: 537.139648
	Iteration 18F: 3 clusters Score -15696.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -11895.923828 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -11895.92 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 132 members 
Entering Unmasked Estep 
Score: -11559.062500 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -11559.06 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11652.433594 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -11652.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11667.989258 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -11667.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11674.162109 Penalty: 512.440247
	Iteration 3Q: 3 clusters Score -11674.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11678.434570 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -11678.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11682.319336 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -11682.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11688.333008 Penalty: 512.440247
	Iteration 6Q: 3 clusters Score -11688.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11696.646484 Penalty: 512.440247
	Iteration 7Q: 3 clusters Score -11696.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11703.895508 Penalty: 512.440247
	Iteration 8Q: 3 clusters Score -11703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11706.111328 Penalty: 512.440247
	Iteration 9Q: 3 clusters Score -11706.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11708.461914 Penalty: 512.440247
	Iteration 10Q: 3 clusters Score -11708.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11710.932617 Penalty: 512.440247
	Iteration 11Q: 3 clusters Score -11710.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11710.932617 Penalty: 512.440247
	Iteration 12F: 3 clusters Score -11710.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -5818.178711 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -5818.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5564.461914 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -5564.462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5635.868652 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -5635.869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5691.863770 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -5691.864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5720.564453 Penalty: 460.696136
	Iteration 3F: 3 clusters Score -5720.564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5755.380859 Penalty: 460.696136
	Iteration 4F: 3 clusters Score -5755.381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5804.298828 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -5804.299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5815.124512 Penalty: 460.696136
	Iteration 6Q: 3 clusters Score -5815.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5815.124512 Penalty: 460.696136
	Iteration 7F: 3 clusters Score -5815.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -57364.703125 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -57364.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -56356.250000 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -56356.25 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -56669.062500 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -56669.06 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -56724.394531 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -56724.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -56768.683594 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -56768.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -56820.546875 Penalty: 651.848694
	Iteration 4F: 3 clusters Score -56820.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -56860.925781 Penalty: 651.848694
	Iteration 5Q: 3 clusters Score -56860.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56897.039062 Penalty: 651.848694
	Iteration 6Q: 3 clusters Score -56897.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56935.835938 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -56935.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56961.875000 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -56961.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56989.121094 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -56989.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57010.710938 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -57010.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57027.800781 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -57027.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57045.753906 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -57045.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57064.968750 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -57064.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -57073.128906 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -57073.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -57093.316406 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -57093.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57110.781250 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -57110.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -57120.277344 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -57120.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -57123.167969 Penalty: 651.848694
	Iteration 18Q: 3 clusters Score -57123.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -57123.628906 Penalty: 651.848694
	Iteration 19Q: 3 clusters Score -57123.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -57124.449219 Penalty: 651.848694
	Iteration 20F: 3 clusters Score -57124.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -57124.675781 Penalty: 651.848694
	Iteration 21Q: 3 clusters Score -57124.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -57124.675781 Penalty: 651.848694
	Iteration 22F: 3 clusters Score -57124.68 nChanged 0
--- Evaluating fit on full set of 1825772 points ---
Entering Unmasked Estep 
Score: -85165112.000000 Penalty: 16399.921875
21->26 Clusters: Score -85165112.000000, best is -85170728.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 608590 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 29093 members 
Mstep: Class 3 contains 29017 members 
Mstep: Class 4 contains 29003 members 
Mstep: Class 5 contains 28961 members 
Mstep: Class 6 contains 28758 members 
Mstep: Class 7 contains 29021 members 
Mstep: Class 8 contains 29176 members 
Mstep: Class 9 contains 29031 members 
Mstep: Class 10 contains 29403 members 
Mstep: Class 11 contains 28936 members 
Mstep: Class 12 contains 28992 members 
Mstep: Class 13 contains 28843 members 
Mstep: Class 14 contains 29029 members 
Mstep: Class 15 contains 29232 members 
Mstep: Class 16 contains 28999 members 
Mstep: Class 17 contains 28978 members 
Mstep: Class 18 contains 28656 members 
Mstep: Class 19 contains 28936 members 
Mstep: Class 20 contains 28973 members 
Mstep: Class 21 contains 28829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 4.204414 but Gain 606.009766
Score: -24807868.000000 Penalty: 12120.199219
Iteration 0F: 21 clusters Score -2.480787e+07 nChanged 579411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2766 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 41568 members 
Mstep: Class 3 contains 35342 members 
Mstep: Class 4 contains 16674 members 
Mstep: Class 5 contains 8936 members 
Mstep: Class 6 contains 87433 members 
Mstep: Class 7 contains 11313 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 18558 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 1683 members 
Mstep: Class 13 contains 688 members 
Mstep: Class 14 contains 285614 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 420 members 
Mstep: Class 19 contains 5121 members 
Mstep: Class 20 contains 25952 members 
Mstep: Class 21 contains 12318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 158.732742 but Gain 606.009766
Score: -27684626.000000 Penalty: 11514.189453
Iteration 1F: 20 clusters Score -2.768463e+07 nChanged 180194
Entering Unmasked Mstep 
Mstep: Class 0 contains 2328 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 45585 members 
Mstep: Class 3 contains 28913 members 
Mstep: Class 4 contains 8294 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 63353 members 
Mstep: Class 7 contains 6019 members 
Mstep: Class 8 contains 1359 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 9924 members 
Mstep: Class 11 contains 188 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 14 contains 380419 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 20 contains 17295 members 
Mstep: Class 21 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 40.395088 but Gain 606.010742
Score: -27957324.000000 Penalty: 10908.178711
Iteration 2F: 19 clusters Score -2.795732e+07 nChanged 105450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 56612 members 
Mstep: Class 3 contains 34882 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 5 contains 7012 members 
Mstep: Class 6 contains 37183 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 14 contains 433071 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 790 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 19 contains 1354 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 206.376709 but Gain 606.009766
Score: -28083790.000000 Penalty: 10302.168945
Iteration 3F: 18 clusters Score -2.808379e+07 nChanged 61960
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 65962 members 
Mstep: Class 3 contains 52026 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 5355 members 
Mstep: Class 6 contains 25539 members 
Mstep: Class 7 contains 1576 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 102 members 
Mstep: Class 14 contains 436794 members 
Mstep: Class 16 contains 1277 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 8939 members 
Mstep: Class 21 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 277.739807 but Gain 606.009766
Score: -28166646.000000 Penalty: 9696.159180
Iteration 4F: 17 clusters Score -2.816665e+07 nChanged 38015
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 70664 members 
Mstep: Class 3 contains 68045 members 
Mstep: Class 4 contains 661 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 18871 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 1598 members 
Mstep: Class 9 contains 161 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 14 contains 429207 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 6754 members 
Mstep: Class 21 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 344.164459 but Gain 606.009766
Score: -28219210.000000 Penalty: 9090.149414
Iteration 5F: 16 clusters Score -2.821921e+07 nChanged 25963
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 72270 members 
Mstep: Class 3 contains 80364 members 
Mstep: Class 4 contains 583 members 
Mstep: Class 5 contains 4603 members 
Mstep: Class 6 contains 14927 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 14 contains 421343 members 
Mstep: Class 16 contains 1467 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 19 contains 323 members 
Mstep: Class 20 contains 5199 members 
Mstep: Class 21 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 255.271072 but Gain 606.009766
Score: -28254574.000000 Penalty: 8484.139648
Iteration 6Q: 15 clusters Score -2.825457e+07 nChanged 19325
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 72555 members 
Mstep: Class 3 contains 89244 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 10 contains 2111 members 
Mstep: Class 14 contains 414571 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 4206 members 
Mstep: Class 21 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28277774.000000 Penalty: 8484.139648
Iteration 7Q: 15 clusters Score -2.827777e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 71656 members 
Mstep: Class 3 contains 95432 members 
Mstep: Class 4 contains 965 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 12254 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 14 contains 409213 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 3565 members 
Mstep: Class 21 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28291652.000000 Penalty: 8484.139648
Iteration 8Q: 15 clusters Score -2.829165e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 70578 members 
Mstep: Class 3 contains 99723 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 12716 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 14 contains 404485 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 19 contains 767 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28301900.000000 Penalty: 8484.139648
Iteration 9Q: 15 clusters Score -2.83019e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 69460 members 
Mstep: Class 3 contains 102652 members 
Mstep: Class 4 contains 1251 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 13931 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 14 contains 400238 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 870 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28309548.000000 Penalty: 8484.139648
Iteration 10Q: 15 clusters Score -2.830955e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 68324 members 
Mstep: Class 3 contains 104708 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 15467 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 10 contains 5002 members 
Mstep: Class 14 contains 396474 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 19 contains 914 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28315162.000000 Penalty: 8484.139648
Iteration 11Q: 15 clusters Score -2.831516e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 67173 members 
Mstep: Class 3 contains 106147 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 16870 members 
Mstep: Class 8 contains 5446 members 
Mstep: Class 10 contains 5882 members 
Mstep: Class 14 contains 393441 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 19 contains 937 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28319096.000000 Penalty: 8484.139648
Iteration 12Q: 15 clusters Score -2.83191e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 66135 members 
Mstep: Class 3 contains 107091 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 18107 members 
Mstep: Class 8 contains 5707 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 14 contains 390993 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 19 contains 955 members 
Mstep: Class 20 contains 2910 members 
Mstep: Class 21 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28322464.000000 Penalty: 8484.139648
Iteration 13Q: 15 clusters Score -2.832246e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 65156 members 
Mstep: Class 3 contains 107725 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 19165 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 14 contains 389091 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 19 contains 967 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28324786.000000 Penalty: 8484.139648
Iteration 14Q: 15 clusters Score -2.832479e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 64261 members 
Mstep: Class 3 contains 108102 members 
Mstep: Class 4 contains 1646 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 20052 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 10 contains 8427 members 
Mstep: Class 14 contains 387648 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28326736.000000 Penalty: 8484.139648
Iteration 15Q: 15 clusters Score -2.832674e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 63476 members 
Mstep: Class 3 contains 108332 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 20794 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 10 contains 9147 members 
Mstep: Class 14 contains 386494 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28328214.000000 Penalty: 8484.139648
Iteration 16Q: 15 clusters Score -2.832821e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 62774 members 
Mstep: Class 3 contains 108492 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 21432 members 
Mstep: Class 8 contains 6243 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 14 contains 385491 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 19 contains 976 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28329312.000000 Penalty: 8484.139648
Iteration 17Q: 15 clusters Score -2.832931e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 62080 members 
Mstep: Class 3 contains 108556 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 21963 members 
Mstep: Class 8 contains 6287 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 14 contains 384799 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 21 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28330350.000000 Penalty: 8484.139648
Iteration 18Q: 15 clusters Score -2.833035e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 61480 members 
Mstep: Class 3 contains 108596 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 4507 members 
Mstep: Class 6 contains 22415 members 
Mstep: Class 8 contains 6305 members 
Mstep: Class 10 contains 11017 members 
Mstep: Class 14 contains 384224 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28330932.000000 Penalty: 8484.139648
Iteration 19Q: 15 clusters Score -2.833093e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 60929 members 
Mstep: Class 3 contains 108616 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 22804 members 
Mstep: Class 8 contains 6315 members 
Mstep: Class 10 contains 11518 members 
Mstep: Class 14 contains 383752 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 19 contains 984 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28333554.000000 Penalty: 8484.139648
Iteration 20F: 15 clusters Score -2.833355e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 60374 members 
Mstep: Class 3 contains 108413 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 24032 members 
Mstep: Class 8 contains 6316 members 
Mstep: Class 10 contains 12810 members 
Mstep: Class 14 contains 381677 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1150 members 
Mstep: Class 20 contains 3497 members 
Mstep: Class 21 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336370.000000 Penalty: 8484.139648
Iteration 21Q: 15 clusters Score -2.833637e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 59737 members 
Mstep: Class 3 contains 108252 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 25075 members 
Mstep: Class 8 contains 6311 members 
Mstep: Class 10 contains 14145 members 
Mstep: Class 14 contains 379886 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 3556 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28339088.000000 Penalty: 8484.139648
Iteration 22Q: 15 clusters Score -2.833909e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 59083 members 
Mstep: Class 3 contains 108105 members 
Mstep: Class 4 contains 1812 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 25983 members 
Mstep: Class 8 contains 6299 members 
Mstep: Class 10 contains 15495 members 
Mstep: Class 14 contains 378262 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 3591 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28341614.000000 Penalty: 8484.139648
Iteration 23Q: 15 clusters Score -2.834161e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 58442 members 
Mstep: Class 3 contains 107970 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 26748 members 
Mstep: Class 8 contains 6282 members 
Mstep: Class 10 contains 16823 members 
Mstep: Class 14 contains 376826 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343782.000000 Penalty: 8484.139648
Iteration 24Q: 15 clusters Score -2.834378e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 57841 members 
Mstep: Class 3 contains 107864 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 27419 members 
Mstep: Class 8 contains 6258 members 
Mstep: Class 10 contains 18132 members 
Mstep: Class 14 contains 375478 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345560.000000 Penalty: 8484.139648
Iteration 25Q: 15 clusters Score -2.834556e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 57253 members 
Mstep: Class 3 contains 107777 members 
Mstep: Class 4 contains 1844 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 27980 members 
Mstep: Class 8 contains 6221 members 
Mstep: Class 10 contains 19416 members 
Mstep: Class 14 contains 374252 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347264.000000 Penalty: 8484.139648
Iteration 26Q: 15 clusters Score -2.834726e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 56660 members 
Mstep: Class 3 contains 107674 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 28482 members 
Mstep: Class 8 contains 6183 members 
Mstep: Class 10 contains 20678 members 
Mstep: Class 14 contains 373121 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 3623 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348572.000000 Penalty: 8484.139648
Iteration 27Q: 15 clusters Score -2.834857e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 56094 members 
Mstep: Class 3 contains 107601 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 28903 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 10 contains 21928 members 
Mstep: Class 14 contains 372037 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 3650 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28349902.000000 Penalty: 8484.139648
Iteration 28Q: 15 clusters Score -2.83499e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 55528 members 
Mstep: Class 3 contains 107547 members 
Mstep: Class 4 contains 1852 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 29303 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 10 contains 23213 members 
Mstep: Class 14 contains 370958 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1793 members 
Mstep: Class 20 contains 3660 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351018.000000 Penalty: 8484.139648
Iteration 29Q: 15 clusters Score -2.835102e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 55010 members 
Mstep: Class 3 contains 107495 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 29690 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 10 contains 24508 members 
Mstep: Class 14 contains 369855 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352098.000000 Penalty: 8484.139648
Iteration 30Q: 15 clusters Score -2.83521e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 54462 members 
Mstep: Class 3 contains 107469 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 30036 members 
Mstep: Class 8 contains 5945 members 
Mstep: Class 10 contains 25638 members 
Mstep: Class 14 contains 368949 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 3689 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352924.000000 Penalty: 8484.139648
Iteration 31Q: 15 clusters Score -2.835292e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 53968 members 
Mstep: Class 3 contains 107461 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 30332 members 
Mstep: Class 8 contains 5882 members 
Mstep: Class 10 contains 26740 members 
Mstep: Class 14 contains 368056 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353594.000000 Penalty: 8484.139648
Iteration 32Q: 15 clusters Score -2.835359e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 53509 members 
Mstep: Class 3 contains 107460 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 4509 members 
Mstep: Class 6 contains 30557 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 10 contains 27739 members 
Mstep: Class 14 contains 367285 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 3741 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354216.000000 Penalty: 8484.139648
Iteration 33Q: 15 clusters Score -2.835422e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 53080 members 
Mstep: Class 3 contains 107444 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 30722 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 14 contains 366605 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 20 contains 3801 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354830.000000 Penalty: 8484.139648
Iteration 34Q: 15 clusters Score -2.835483e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 52700 members 
Mstep: Class 3 contains 107433 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 30876 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 10 contains 29522 members 
Mstep: Class 14 contains 365908 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 3864 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355218.000000 Penalty: 8484.139648
Iteration 35Q: 15 clusters Score -2.835522e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 52375 members 
Mstep: Class 3 contains 107447 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 31027 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 10 contains 30332 members 
Mstep: Class 14 contains 365230 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 1994 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355550.000000 Penalty: 8484.139648
Iteration 36Q: 15 clusters Score -2.835555e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 52078 members 
Mstep: Class 3 contains 107448 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 31147 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 10 contains 31077 members 
Mstep: Class 14 contains 364631 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355994.000000 Penalty: 8484.139648
Iteration 37Q: 15 clusters Score -2.835599e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 51799 members 
Mstep: Class 3 contains 107441 members 
Mstep: Class 4 contains 1774 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 31250 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 10 contains 31771 members 
Mstep: Class 14 contains 364093 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356290.000000 Penalty: 8484.139648
Iteration 38Q: 15 clusters Score -2.835629e+07 nChanged 1290
Entering ConstructFrom: 
Score: -28356290.000000 Penalty: 8484.139648
Entering ConstructFrom: 
Trying to split cluster 1 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -55999.386719 Penalty: 322.976105
	Iteration 0F: 2 clusters Score -55999.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -55113.621094 Penalty: 645.952209
	Iteration 0F: 3 clusters Score -55113.62 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -55466.906250 Penalty: 645.952209
	Iteration 1F: 3 clusters Score -55466.91 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -55588.867188 Penalty: 645.952209
	Iteration 2F: 3 clusters Score -55588.87 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -55681.324219 Penalty: 645.952209
	Iteration 3F: 3 clusters Score -55681.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55752.566406 Penalty: 645.952209
	Iteration 4F: 3 clusters Score -55752.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55827.414062 Penalty: 645.952209
	Iteration 5F: 3 clusters Score -55827.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -55872.210938 Penalty: 645.952209
	Iteration 6Q: 3 clusters Score -55872.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -55900.070312 Penalty: 645.952209
	Iteration 7Q: 3 clusters Score -55900.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -55903.699219 Penalty: 645.952209
	Iteration 8Q: 3 clusters Score -55903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -55906.292969 Penalty: 645.952209
	Iteration 9Q: 3 clusters Score -55906.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -55908.593750 Penalty: 645.952209
	Iteration 10Q: 3 clusters Score -55908.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -55909.273438 Penalty: 645.952209
	Iteration 11Q: 3 clusters Score -55909.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -55909.273438 Penalty: 645.952209
	Iteration 12F: 3 clusters Score -55909.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Entering Unmasked Estep 
Score: -2357928.500000 Penalty: 493.684570
	Iteration 0F: 2 clusters Score -2357928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -2323218.750000 Penalty: 987.369141
	Iteration 0F: 3 clusters Score -2323219 nChanged 25047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -2337931.750000 Penalty: 987.369141
	Iteration 1F: 3 clusters Score -2337932 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -2338603.750000 Penalty: 987.369141
	Iteration 2Q: 3 clusters Score -2338604 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -2339504.750000 Penalty: 987.369141
	Iteration 3Q: 3 clusters Score -2339505 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -2340816.750000 Penalty: 987.369141
	Iteration 4Q: 3 clusters Score -2340817 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -2342811.250000 Penalty: 987.369141
	Iteration 5F: 3 clusters Score -2342811 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -2345459.500000 Penalty: 987.369141
	Iteration 6F: 3 clusters Score -2345460 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -2347966.250000 Penalty: 987.369141
	Iteration 7F: 3 clusters Score -2347966 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -2349455.500000 Penalty: 987.369141
	Iteration 8F: 3 clusters Score -2349456 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -2350317.000000 Penalty: 987.369141
	Iteration 9Q: 3 clusters Score -2350317 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -2350959.750000 Penalty: 987.369141
	Iteration 10Q: 3 clusters Score -2350960 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -2351527.500000 Penalty: 987.369141
	Iteration 11Q: 3 clusters Score -2351528 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -2352059.000000 Penalty: 987.369141
	Iteration 12Q: 3 clusters Score -2352059 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -2352553.000000 Penalty: 987.369141
	Iteration 13Q: 3 clusters Score -2352553 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -2353049.750000 Penalty: 987.369141
	Iteration 14Q: 3 clusters Score -2353050 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -2353507.000000 Penalty: 987.369141
	Iteration 15Q: 3 clusters Score -2353507 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -2353967.750000 Penalty: 987.369141
	Iteration 16Q: 3 clusters Score -2353968 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -2354450.750000 Penalty: 987.369141
	Iteration 17Q: 3 clusters Score -2354451 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -2354903.000000 Penalty: 987.369141
	Iteration 18Q: 3 clusters Score -2354903 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -2355328.000000 Penalty: 987.369141
	Iteration 19Q: 3 clusters Score -2355328 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -2355686.750000 Penalty: 987.369141
	Iteration 20F: 3 clusters Score -2355687 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -2355999.250000 Penalty: 987.369141
	Iteration 21Q: 3 clusters Score -2355999 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -2356288.250000 Penalty: 987.369141
	Iteration 22Q: 3 clusters Score -2356288 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -2356493.000000 Penalty: 987.369141
	Iteration 23Q: 3 clusters Score -2356493 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -2356691.500000 Penalty: 987.369141
	Iteration 24Q: 3 clusters Score -2356692 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -2356872.500000 Penalty: 987.369141
	Iteration 25Q: 3 clusters Score -2356872 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -2357028.750000 Penalty: 987.369141
	Iteration 26Q: 3 clusters Score -2357029 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -2357167.500000 Penalty: 987.369141
	Iteration 27Q: 3 clusters Score -2357168 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -2357284.250000 Penalty: 987.369141
	Iteration 28Q: 3 clusters Score -2357284 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -2357365.750000 Penalty: 987.369141
	Iteration 29Q: 3 clusters Score -2357366 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -2357428.000000 Penalty: 987.369141
	Iteration 30Q: 3 clusters Score -2357428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -2357472.750000 Penalty: 987.369141
	Iteration 31Q: 3 clusters Score -2357473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -2357493.750000 Penalty: 987.369141
	Iteration 32Q: 3 clusters Score -2357494 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -2357516.750000 Penalty: 987.369141
	Iteration 33Q: 3 clusters Score -2357517 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -2357542.750000 Penalty: 987.369141
	Iteration 34Q: 3 clusters Score -2357543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -2357553.000000 Penalty: 987.369141
	Iteration 35Q: 3 clusters Score -2357553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -2357561.250000 Penalty: 987.369141
	Iteration 36Q: 3 clusters Score -2357561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -2357562.500000 Penalty: 987.369141
	Iteration 37Q: 3 clusters Score -2357562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -2357571.250000 Penalty: 987.369141
	Iteration 38Q: 3 clusters Score -2357571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -2357579.750000 Penalty: 987.369141
	Iteration 39Q: 3 clusters Score -2357580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -2357583.500000 Penalty: 987.369141
	Iteration 40F: 3 clusters Score -2357584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -2357585.000000 Penalty: 987.369141
	Iteration 41Q: 3 clusters Score -2357585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -2357588.500000 Penalty: 987.369141
	Iteration 42Q: 3 clusters Score -2357588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -2357594.750000 Penalty: 987.369141
	Iteration 43Q: 3 clusters Score -2357595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -2357604.500000 Penalty: 987.369141
	Iteration 44Q: 3 clusters Score -2357604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -2357607.750000 Penalty: 987.369141
	Iteration 45Q: 3 clusters Score -2357608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -2357607.750000 Penalty: 987.369141
	Iteration 46Q: 3 clusters Score -2357608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -2357612.000000 Penalty: 987.369141
	Iteration 47Q: 3 clusters Score -2357612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -2357615.000000 Penalty: 987.369141
	Iteration 48Q: 3 clusters Score -2357615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -2357616.750000 Penalty: 987.369141
	Iteration 49Q: 3 clusters Score -2357617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -2357622.250000 Penalty: 987.369141
	Iteration 50Q: 3 clusters Score -2357622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -2357623.000000 Penalty: 987.369141
	Iteration 51Q: 3 clusters Score -2357623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -2357625.250000 Penalty: 987.369141
	Iteration 52Q: 3 clusters Score -2357625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -2357628.250000 Penalty: 987.369141
	Iteration 53Q: 3 clusters Score -2357628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -2357631.750000 Penalty: 987.369141
	Iteration 54Q: 3 clusters Score -2357632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -2357633.500000 Penalty: 987.369141
	Iteration 55Q: 3 clusters Score -2357634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -2357632.750000 Penalty: 987.369141
	Iteration 56Q: 3 clusters Score -2357633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -2357636.250000 Penalty: 987.369141
	Iteration 57Q: 3 clusters Score -2357636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -2357637.750000 Penalty: 987.369141
	Iteration 58Q: 3 clusters Score -2357638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -2357639.250000 Penalty: 987.369141
	Iteration 59Q: 3 clusters Score -2357639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -2357641.750000 Penalty: 987.369141
	Iteration 60F: 3 clusters Score -2357642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -2357642.750000 Penalty: 987.369141
	Iteration 61Q: 3 clusters Score -2357643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -2357646.250000 Penalty: 987.369141
	Iteration 62Q: 3 clusters Score -2357646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -2357646.750000 Penalty: 987.369141
	Iteration 63Q: 3 clusters Score -2357647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -2357646.000000 Penalty: 987.369141
	Iteration 64Q: 3 clusters Score -2357646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -2357645.000000 Penalty: 987.369141
	Iteration 65Q: 3 clusters Score -2357645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -2357643.000000 Penalty: 987.369141
	Iteration 66Q: 3 clusters Score -2357643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -2357643.250000 Penalty: 987.369141
	Iteration 67Q: 3 clusters Score -2357643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -2357649.250000 Penalty: 987.369141
	Iteration 68Q: 3 clusters Score -2357649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -2357649.750000 Penalty: 987.369141
	Iteration 69Q: 3 clusters Score -2357650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -2357651.750000 Penalty: 987.369141
	Iteration 70Q: 3 clusters Score -2357652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -2357648.750000 Penalty: 987.369141
	Iteration 71Q: 3 clusters Score -2357649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -2357648.750000 Penalty: 987.369141
	Iteration 72Q: 3 clusters Score -2357649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -2357650.000000 Penalty: 987.369141
	Iteration 73Q: 3 clusters Score -2357650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -2357650.500000 Penalty: 987.369141
	Iteration 74Q: 3 clusters Score -2357650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -2357651.500000 Penalty: 987.369141
	Iteration 75Q: 3 clusters Score -2357652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -2357652.250000 Penalty: 987.369141
	Iteration 76Q: 3 clusters Score -2357652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -2357655.250000 Penalty: 987.369141
	Iteration 77Q: 3 clusters Score -2357655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -2357655.000000 Penalty: 987.369141
	Iteration 78Q: 3 clusters Score -2357655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -2357655.750000 Penalty: 987.369141
	Iteration 79Q: 3 clusters Score -2357656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -2357656.750000 Penalty: 987.369141
	Iteration 80F: 3 clusters Score -2357657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -2357656.500000 Penalty: 987.369141
	Iteration 81Q: 3 clusters Score -2357656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -2357658.250000 Penalty: 987.369141
	Iteration 82Q: 3 clusters Score -2357658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -2357658.500000 Penalty: 987.369141
	Iteration 83Q: 3 clusters Score -2357658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -2357658.000000 Penalty: 987.369141
	Iteration 84Q: 3 clusters Score -2357658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -2357658.000000 Penalty: 987.369141
	Iteration 85F: 3 clusters Score -2357658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Entering Unmasked Estep 
Score: -5262309.000000 Penalty: 527.105835
	Iteration 0F: 2 clusters Score -5262309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -5189466.500000 Penalty: 1054.211670
	Iteration 0F: 3 clusters Score -5189466 nChanged 52750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -5221123.000000 Penalty: 1054.211670
	Iteration 1F: 3 clusters Score -5221123 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -5222106.000000 Penalty: 1054.211670
	Iteration 2Q: 3 clusters Score -5222106 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -5223571.500000 Penalty: 1054.211670
	Iteration 3Q: 3 clusters Score -5223572 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5225901.000000 Penalty: 1054.211670
	Iteration 4F: 3 clusters Score -5225901 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5229765.000000 Penalty: 1054.211670
	Iteration 5F: 3 clusters Score -5229765 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -5235393.500000 Penalty: 1054.211670
	Iteration 6F: 3 clusters Score -5235394 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84971 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -5242282.500000 Penalty: 1054.211670
	Iteration 7F: 3 clusters Score -5242282 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5249325.500000 Penalty: 1054.211670
	Iteration 8F: 3 clusters Score -5249326 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -5255036.000000 Penalty: 1054.211670
	Iteration 9F: 3 clusters Score -5255036 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5258744.000000 Penalty: 1054.211670
	Iteration 10Q: 3 clusters Score -5258744 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5260633.500000 Penalty: 1054.211670
	Iteration 11Q: 3 clusters Score -5260634 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5261404.000000 Penalty: 1054.211670
	Iteration 12Q: 3 clusters Score -5261404 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5261658.500000 Penalty: 1054.211670
	Iteration 13Q: 3 clusters Score -5261658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107032 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5261776.000000 Penalty: 1054.211670
	Iteration 14Q: 3 clusters Score -5261776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107101 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5261846.500000 Penalty: 1054.211670
	Iteration 15Q: 3 clusters Score -5261846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5261888.500000 Penalty: 1054.211670
	Iteration 16Q: 3 clusters Score -5261888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107125 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5261926.000000 Penalty: 1054.211670
	Iteration 17Q: 3 clusters Score -5261926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5261937.500000 Penalty: 1054.211670
	Iteration 18Q: 3 clusters Score -5261938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107132 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5261956.500000 Penalty: 1054.211670
	Iteration 19Q: 3 clusters Score -5261956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5261984.500000 Penalty: 1054.211670
	Iteration 20F: 3 clusters Score -5261984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5261992.500000 Penalty: 1054.211670
	Iteration 21Q: 3 clusters Score -5261992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5261997.000000 Penalty: 1054.211670
	Iteration 22Q: 3 clusters Score -5261997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5262011.500000 Penalty: 1054.211670
	Iteration 23Q: 3 clusters Score -5262012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5262013.500000 Penalty: 1054.211670
	Iteration 24Q: 3 clusters Score -5262014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5262018.500000 Penalty: 1054.211670
	Iteration 25Q: 3 clusters Score -5262018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107129 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5262019.500000 Penalty: 1054.211670
	Iteration 26Q: 3 clusters Score -5262020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107129 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5262016.000000 Penalty: 1054.211670
	Iteration 27Q: 3 clusters Score -5262016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5262018.000000 Penalty: 1054.211670
	Iteration 28Q: 3 clusters Score -5262018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5262018.000000 Penalty: 1054.211670
	Iteration 29F: 3 clusters Score -5262018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -74123.609375 Penalty: 339.998779
	Iteration 0F: 2 clusters Score -74123.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -72845.351562 Penalty: 679.997559
	Iteration 0F: 3 clusters Score -72845.35 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -73479.742188 Penalty: 679.997559
	Iteration 1F: 3 clusters Score -73479.74 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -73839.812500 Penalty: 679.997559
	Iteration 2F: 3 clusters Score -73839.81 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -74236.617188 Penalty: 679.997559
	Iteration 3F: 3 clusters Score -74236.62 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -74415.390625 Penalty: 679.997559
	Iteration 4F: 3 clusters Score -74415.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -74442.257812 Penalty: 679.997559
	Iteration 5Q: 3 clusters Score -74442.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -74448.976562 Penalty: 679.997559
	Iteration 6Q: 3 clusters Score -74448.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -74450.437500 Penalty: 679.997559
	Iteration 7Q: 3 clusters Score -74450.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -74450.992188 Penalty: 679.997559
	Iteration 8Q: 3 clusters Score -74450.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -74451.531250 Penalty: 679.997559
	Iteration 9Q: 3 clusters Score -74451.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -74451.617188 Penalty: 679.997559
	Iteration 10Q: 3 clusters Score -74451.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -74451.617188 Penalty: 679.997559
	Iteration 11F: 3 clusters Score -74451.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51545 members 
Mstep: Class 3 contains 107446 members 
Mstep: Class 4 contains 1007 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 31338 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 10 contains 32432 members 
Mstep: Class 14 contains 363587 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
Score: -28356644.000000 Penalty: 9090.149414
Splitting cluster 4 changes total score from -28356290.000000 to -28356644.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -215653.312500 Penalty: 382.869659
	Iteration 0F: 2 clusters Score -215653.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -212565.656250 Penalty: 765.739319
	Iteration 0F: 3 clusters Score -212565.7 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -213772.468750 Penalty: 765.739319
	Iteration 1F: 3 clusters Score -213772.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -214009.593750 Penalty: 765.739319
	Iteration 2F: 3 clusters Score -214009.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -214326.546875 Penalty: 765.739319
	Iteration 3F: 3 clusters Score -214326.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -214720.953125 Penalty: 765.739319
	Iteration 4F: 3 clusters Score -214721 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -215043.343750 Penalty: 765.739319
	Iteration 5F: 3 clusters Score -215043.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -215236.609375 Penalty: 765.739319
	Iteration 6Q: 3 clusters Score -215236.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -215324.750000 Penalty: 765.739319
	Iteration 7Q: 3 clusters Score -215324.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -215345.828125 Penalty: 765.739319
	Iteration 8Q: 3 clusters Score -215345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -215359.265625 Penalty: 765.739319
	Iteration 9Q: 3 clusters Score -215359.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -215367.203125 Penalty: 765.739319
	Iteration 10Q: 3 clusters Score -215367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -215367.984375 Penalty: 765.739319
	Iteration 11F: 3 clusters Score -215368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -215372.062500 Penalty: 765.739319
	Iteration 12Q: 3 clusters Score -215372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -215372.062500 Penalty: 765.739319
	Iteration 13F: 3 clusters Score -215372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Entering Unmasked Estep 
Score: -1592918.500000 Penalty: 471.042694
	Iteration 0F: 2 clusters Score -1592918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1572034.750000 Penalty: 942.085388
	Iteration 0F: 3 clusters Score -1572035 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1581224.875000 Penalty: 942.085388
	Iteration 1F: 3 clusters Score -1581225 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1581749.000000 Penalty: 942.085388
	Iteration 2Q: 3 clusters Score -1581749 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1582526.875000 Penalty: 942.085388
	Iteration 3F: 3 clusters Score -1582527 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1583660.750000 Penalty: 942.085388
	Iteration 4F: 3 clusters Score -1583661 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1585318.375000 Penalty: 942.085388
	Iteration 5F: 3 clusters Score -1585318 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1587050.750000 Penalty: 942.085388
	Iteration 6F: 3 clusters Score -1587051 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1588240.375000 Penalty: 942.085388
	Iteration 7F: 3 clusters Score -1588240 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1588770.875000 Penalty: 942.085388
	Iteration 8Q: 3 clusters Score -1588771 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1589132.500000 Penalty: 942.085388
	Iteration 9Q: 3 clusters Score -1589132 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1589459.625000 Penalty: 942.085388
	Iteration 10Q: 3 clusters Score -1589460 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1589759.750000 Penalty: 942.085388
	Iteration 11Q: 3 clusters Score -1589760 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1590037.875000 Penalty: 942.085388
	Iteration 12Q: 3 clusters Score -1590038 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1590297.250000 Penalty: 942.085388
	Iteration 13Q: 3 clusters Score -1590297 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1590555.500000 Penalty: 942.085388
	Iteration 14Q: 3 clusters Score -1590556 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1590786.875000 Penalty: 942.085388
	Iteration 15Q: 3 clusters Score -1590787 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1590985.250000 Penalty: 942.085388
	Iteration 16Q: 3 clusters Score -1590985 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1591145.375000 Penalty: 942.085388
	Iteration 17Q: 3 clusters Score -1591145 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1591289.750000 Penalty: 942.085388
	Iteration 18Q: 3 clusters Score -1591290 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1591417.875000 Penalty: 942.085388
	Iteration 19Q: 3 clusters Score -1591418 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1591533.875000 Penalty: 942.085388
	Iteration 20F: 3 clusters Score -1591534 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1591654.875000 Penalty: 942.085388
	Iteration 21Q: 3 clusters Score -1591655 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1591766.625000 Penalty: 942.085388
	Iteration 22Q: 3 clusters Score -1591767 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1591875.000000 Penalty: 942.085388
	Iteration 23Q: 3 clusters Score -1591875 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1591970.125000 Penalty: 942.085388
	Iteration 24Q: 3 clusters Score -1591970 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1592049.625000 Penalty: 942.085388
	Iteration 25Q: 3 clusters Score -1592050 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1592134.750000 Penalty: 942.085388
	Iteration 26Q: 3 clusters Score -1592135 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1592209.250000 Penalty: 942.085388
	Iteration 27Q: 3 clusters Score -1592209 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1592267.250000 Penalty: 942.085388
	Iteration 28Q: 3 clusters Score -1592267 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1592303.375000 Penalty: 942.085388
	Iteration 29Q: 3 clusters Score -1592303 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1592330.000000 Penalty: 942.085388
	Iteration 30Q: 3 clusters Score -1592330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1592360.625000 Penalty: 942.085388
	Iteration 31Q: 3 clusters Score -1592361 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1592396.500000 Penalty: 942.085388
	Iteration 32Q: 3 clusters Score -1592396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1592421.750000 Penalty: 942.085388
	Iteration 33Q: 3 clusters Score -1592422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1592451.125000 Penalty: 942.085388
	Iteration 34Q: 3 clusters Score -1592451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1592461.875000 Penalty: 942.085388
	Iteration 35Q: 3 clusters Score -1592462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1592477.500000 Penalty: 942.085388
	Iteration 36Q: 3 clusters Score -1592478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1592483.750000 Penalty: 942.085388
	Iteration 37Q: 3 clusters Score -1592484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1592492.500000 Penalty: 942.085388
	Iteration 38Q: 3 clusters Score -1592492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1592495.000000 Penalty: 942.085388
	Iteration 39Q: 3 clusters Score -1592495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1592498.875000 Penalty: 942.085388
	Iteration 40F: 3 clusters Score -1592499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1592503.625000 Penalty: 942.085388
	Iteration 41Q: 3 clusters Score -1592504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1592507.750000 Penalty: 942.085388
	Iteration 42Q: 3 clusters Score -1592508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1592514.875000 Penalty: 942.085388
	Iteration 43Q: 3 clusters Score -1592515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1592523.250000 Penalty: 942.085388
	Iteration 44Q: 3 clusters Score -1592523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1592531.125000 Penalty: 942.085388
	Iteration 45Q: 3 clusters Score -1592531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1592538.875000 Penalty: 942.085388
	Iteration 46Q: 3 clusters Score -1592539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1592551.875000 Penalty: 942.085388
	Iteration 47Q: 3 clusters Score -1592552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1592556.125000 Penalty: 942.085388
	Iteration 48Q: 3 clusters Score -1592556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1592555.750000 Penalty: 942.085388
	Iteration 49Q: 3 clusters Score -1592556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1592556.875000 Penalty: 942.085388
	Iteration 50Q: 3 clusters Score -1592557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1592560.750000 Penalty: 942.085388
	Iteration 51Q: 3 clusters Score -1592561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1592565.625000 Penalty: 942.085388
	Iteration 52Q: 3 clusters Score -1592566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1592569.250000 Penalty: 942.085388
	Iteration 53Q: 3 clusters Score -1592569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1592577.250000 Penalty: 942.085388
	Iteration 54Q: 3 clusters Score -1592577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1592577.625000 Penalty: 942.085388
	Iteration 55Q: 3 clusters Score -1592578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1592579.250000 Penalty: 942.085388
	Iteration 56Q: 3 clusters Score -1592579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1592580.375000 Penalty: 942.085388
	Iteration 57Q: 3 clusters Score -1592580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1592581.750000 Penalty: 942.085388
	Iteration 58Q: 3 clusters Score -1592582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1592582.000000 Penalty: 942.085388
	Iteration 59Q: 3 clusters Score -1592582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1592582.250000 Penalty: 942.085388
	Iteration 60F: 3 clusters Score -1592582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1592583.500000 Penalty: 942.085388
	Iteration 61Q: 3 clusters Score -1592584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1592582.375000 Penalty: 942.085388
	Iteration 62Q: 3 clusters Score -1592582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1592584.125000 Penalty: 942.085388
	Iteration 63Q: 3 clusters Score -1592584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1592584.500000 Penalty: 942.085388
	Iteration 64Q: 3 clusters Score -1592584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1592585.000000 Penalty: 942.085388
	Iteration 65Q: 3 clusters Score -1592585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1592583.375000 Penalty: 942.085388
	Iteration 66Q: 3 clusters Score -1592583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1592583.375000 Penalty: 942.085388
	Iteration 67F: 3 clusters Score -1592583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -244324.109375 Penalty: 392.574829
	Iteration 0F: 2 clusters Score -244324.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -240576.343750 Penalty: 785.149658
	Iteration 0F: 3 clusters Score -240576.3 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -241994.984375 Penalty: 785.149658
	Iteration 1F: 3 clusters Score -241995 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -242305.265625 Penalty: 785.149658
	Iteration 2F: 3 clusters Score -242305.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -242814.359375 Penalty: 785.149658
	Iteration 3F: 3 clusters Score -242814.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -243389.734375 Penalty: 785.149658
	Iteration 4F: 3 clusters Score -243389.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -243884.437500 Penalty: 785.149658
	Iteration 5F: 3 clusters Score -243884.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -244207.500000 Penalty: 785.149658
	Iteration 6F: 3 clusters Score -244207.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -244393.562500 Penalty: 785.149658
	Iteration 7Q: 3 clusters Score -244393.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -244487.500000 Penalty: 785.149658
	Iteration 8Q: 3 clusters Score -244487.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244535.546875 Penalty: 785.149658
	Iteration 9Q: 3 clusters Score -244535.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -244568.312500 Penalty: 785.149658
	Iteration 10Q: 3 clusters Score -244568.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -244594.593750 Penalty: 785.149658
	Iteration 11Q: 3 clusters Score -244594.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -244615.421875 Penalty: 785.149658
	Iteration 12Q: 3 clusters Score -244615.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -244631.000000 Penalty: 785.149658
	Iteration 13Q: 3 clusters Score -244631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -244641.796875 Penalty: 785.149658
	Iteration 14Q: 3 clusters Score -244641.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -244650.312500 Penalty: 785.149658
	Iteration 15Q: 3 clusters Score -244650.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -244656.484375 Penalty: 785.149658
	Iteration 16Q: 3 clusters Score -244656.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -244660.062500 Penalty: 785.149658
	Iteration 17Q: 3 clusters Score -244660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -244662.328125 Penalty: 785.149658
	Iteration 18Q: 3 clusters Score -244662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -244663.671875 Penalty: 785.149658
	Iteration 19Q: 3 clusters Score -244663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -244663.859375 Penalty: 785.149658
	Iteration 20F: 3 clusters Score -244663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -244664.343750 Penalty: 785.149658
	Iteration 21Q: 3 clusters Score -244664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -244665.078125 Penalty: 785.149658
	Iteration 22Q: 3 clusters Score -244665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -244665.656250 Penalty: 785.149658
	Iteration 23Q: 3 clusters Score -244665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -244666.171875 Penalty: 785.149658
	Iteration 24Q: 3 clusters Score -244666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -244667.531250 Penalty: 785.149658
	Iteration 25Q: 3 clusters Score -244667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -244667.421875 Penalty: 785.149658
	Iteration 26Q: 3 clusters Score -244667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -244667.843750 Penalty: 785.149658
	Iteration 27Q: 3 clusters Score -244667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -244668.781250 Penalty: 785.149658
	Iteration 28Q: 3 clusters Score -244668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -244668.500000 Penalty: 785.149658
	Iteration 29Q: 3 clusters Score -244668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -244668.218750 Penalty: 785.149658
	Iteration 30Q: 3 clusters Score -244668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -244668.359375 Penalty: 785.149658
	Iteration 31Q: 3 clusters Score -244668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -244668.359375 Penalty: 785.149658
	Iteration 32F: 3 clusters Score -244668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51545 members 
Mstep: Class 3 contains 107446 members 
Mstep: Class 4 contains 1007 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 31338 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 32432 members 
Mstep: Class 14 contains 363587 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
Score: -28356790.000000 Penalty: 9696.159180
Splitting cluster 8 changes total score from -28356290.000000 to -28356790.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (32432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Entering Unmasked Estep 
Score: -1627347.750000 Penalty: 472.604004
	Iteration 0F: 2 clusters Score -1627348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1605616.250000 Penalty: 945.208008
	Iteration 0F: 3 clusters Score -1605616 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1615741.000000 Penalty: 945.208008
	Iteration 1F: 3 clusters Score -1615741 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1616493.000000 Penalty: 945.208008
	Iteration 2F: 3 clusters Score -1616493 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1617289.250000 Penalty: 945.208008
	Iteration 3F: 3 clusters Score -1617289 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1618151.250000 Penalty: 945.208008
	Iteration 4F: 3 clusters Score -1618151 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1619287.875000 Penalty: 945.208008
	Iteration 5F: 3 clusters Score -1619288 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1620574.000000 Penalty: 945.208008
	Iteration 6F: 3 clusters Score -1620574 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1621713.875000 Penalty: 945.208008
	Iteration 7F: 3 clusters Score -1621714 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1622461.875000 Penalty: 945.208008
	Iteration 8Q: 3 clusters Score -1622462 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1622830.375000 Penalty: 945.208008
	Iteration 9Q: 3 clusters Score -1622830 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1623056.875000 Penalty: 945.208008
	Iteration 10Q: 3 clusters Score -1623057 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1623215.500000 Penalty: 945.208008
	Iteration 11Q: 3 clusters Score -1623216 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1623378.000000 Penalty: 945.208008
	Iteration 12Q: 3 clusters Score -1623378 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1623562.625000 Penalty: 945.208008
	Iteration 13Q: 3 clusters Score -1623563 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1623760.375000 Penalty: 945.208008
	Iteration 14Q: 3 clusters Score -1623760 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1624035.500000 Penalty: 945.208008
	Iteration 15Q: 3 clusters Score -1624036 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1624408.500000 Penalty: 945.208008
	Iteration 16Q: 3 clusters Score -1624408 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1624932.750000 Penalty: 945.208008
	Iteration 17Q: 3 clusters Score -1624933 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1625699.375000 Penalty: 945.208008
	Iteration 18Q: 3 clusters Score -1625699 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1626780.375000 Penalty: 945.208008
	Iteration 19Q: 3 clusters Score -1626780 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1628029.250000 Penalty: 945.208008
	Iteration 20F: 3 clusters Score -1628029 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1629141.375000 Penalty: 945.208008
	Iteration 21Q: 3 clusters Score -1629141 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1629921.500000 Penalty: 945.208008
	Iteration 22Q: 3 clusters Score -1629922 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1630437.875000 Penalty: 945.208008
	Iteration 23Q: 3 clusters Score -1630438 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1630841.125000 Penalty: 945.208008
	Iteration 24Q: 3 clusters Score -1630841 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1631180.500000 Penalty: 945.208008
	Iteration 25Q: 3 clusters Score -1631180 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1631381.125000 Penalty: 945.208008
	Iteration 26Q: 3 clusters Score -1631381 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1631524.750000 Penalty: 945.208008
	Iteration 27Q: 3 clusters Score -1631525 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1631610.375000 Penalty: 945.208008
	Iteration 28Q: 3 clusters Score -1631610 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1631647.625000 Penalty: 945.208008
	Iteration 29Q: 3 clusters Score -1631648 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1631671.625000 Penalty: 945.208008
	Iteration 30Q: 3 clusters Score -1631672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1631681.500000 Penalty: 945.208008
	Iteration 31Q: 3 clusters Score -1631682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1631682.125000 Penalty: 945.208008
	Iteration 32Q: 3 clusters Score -1631682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1631684.375000 Penalty: 945.208008
	Iteration 33Q: 3 clusters Score -1631684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1631686.125000 Penalty: 945.208008
	Iteration 34Q: 3 clusters Score -1631686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1631682.625000 Penalty: 945.208008
	Iteration 35Q: 3 clusters Score -1631683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1631682.250000 Penalty: 945.208008
	Iteration 36Q: 3 clusters Score -1631682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1631686.250000 Penalty: 945.208008
	Iteration 37Q: 3 clusters Score -1631686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1631685.375000 Penalty: 945.208008
	Iteration 38Q: 3 clusters Score -1631685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1631685.375000 Penalty: 945.208008
	Iteration 39Q: 3 clusters Score -1631685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1631701.750000 Penalty: 945.208008
	Iteration 40F: 3 clusters Score -1631702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1631704.500000 Penalty: 945.208008
	Iteration 41Q: 3 clusters Score -1631704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1631708.500000 Penalty: 945.208008
	Iteration 42Q: 3 clusters Score -1631708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1631710.000000 Penalty: 945.208008
	Iteration 43Q: 3 clusters Score -1631710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1631710.250000 Penalty: 945.208008
	Iteration 44Q: 3 clusters Score -1631710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1631710.125000 Penalty: 945.208008
	Iteration 45Q: 3 clusters Score -1631710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1631711.625000 Penalty: 945.208008
	Iteration 46Q: 3 clusters Score -1631712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1631710.000000 Penalty: 945.208008
	Iteration 47Q: 3 clusters Score -1631710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1631711.000000 Penalty: 945.208008
	Iteration 48Q: 3 clusters Score -1631711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1631708.625000 Penalty: 945.208008
	Iteration 49Q: 3 clusters Score -1631709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1631709.500000 Penalty: 945.208008
	Iteration 50Q: 3 clusters Score -1631710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1631706.750000 Penalty: 945.208008
	Iteration 51Q: 3 clusters Score -1631707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1631708.000000 Penalty: 945.208008
	Iteration 52Q: 3 clusters Score -1631708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1631705.375000 Penalty: 945.208008
	Iteration 53Q: 3 clusters Score -1631705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1631705.375000 Penalty: 945.208008
	Iteration 54F: 3 clusters Score -1631705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51545 members 
Mstep: Class 3 contains 107446 members 
Mstep: Class 4 contains 1007 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 31338 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 17202 members 
Mstep: Class 11 contains 15230 members 
Mstep: Class 14 contains 363587 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
Score: -28361086.000000 Penalty: 10302.168945
Splitting cluster 10 changes total score from -28356290.000000 to -28361086.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 14 (363587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363587 members 
Entering Unmasked Estep 
Score: -17323528.000000 Penalty: 582.571716
	Iteration 0F: 2 clusters Score -1.732353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182394 members 
Mstep: Class 2 contains 181193 members 
Entering Unmasked Estep 
Score: -17091654.000000 Penalty: 1165.143433
	Iteration 0F: 3 clusters Score -1.709165e+07 nChanged 179462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220988 members 
Mstep: Class 2 contains 142599 members 
Entering Unmasked Estep 
Score: -17208944.000000 Penalty: 1165.143433
	Iteration 1F: 3 clusters Score -1.720894e+07 nChanged 24030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242718 members 
Mstep: Class 2 contains 120869 members 
Entering Unmasked Estep 
Score: -17221142.000000 Penalty: 1165.143433
	Iteration 2F: 3 clusters Score -1.722114e+07 nChanged 28929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270295 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -17240780.000000 Penalty: 1165.143433
	Iteration 3F: 3 clusters Score -1.724078e+07 nChanged 29870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299249 members 
Mstep: Class 2 contains 64338 members 
Entering Unmasked Estep 
Score: -17273268.000000 Penalty: 1165.143433
	Iteration 4F: 3 clusters Score -1.727327e+07 nChanged 27146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326103 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -17303284.000000 Penalty: 1165.143433
	Iteration 5F: 3 clusters Score -1.730328e+07 nChanged 21547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347634 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -17317818.000000 Penalty: 1165.143433
	Iteration 6F: 3 clusters Score -1.731782e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358398 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -17322008.000000 Penalty: 1165.143433
	Iteration 7Q: 3 clusters Score -1.732201e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362040 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -17322712.000000 Penalty: 1165.143433
	Iteration 8Q: 3 clusters Score -1.732271e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363080 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17322962.000000 Penalty: 1165.143433
	Iteration 9Q: 3 clusters Score -1.732296e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363337 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17323026.000000 Penalty: 1165.143433
	Iteration 10Q: 3 clusters Score -1.732303e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363407 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17323064.000000 Penalty: 1165.143433
	Iteration 11Q: 3 clusters Score -1.732306e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363439 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17323084.000000 Penalty: 1165.143433
	Iteration 12Q: 3 clusters Score -1.732308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363455 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17323080.000000 Penalty: 1165.143433
	Iteration 13Q: 3 clusters Score -1.732308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363466 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17323102.000000 Penalty: 1165.143433
	Iteration 14Q: 3 clusters Score -1.73231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363475 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17323112.000000 Penalty: 1165.143433
	Iteration 15Q: 3 clusters Score -1.732311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363478 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17323118.000000 Penalty: 1165.143433
	Iteration 16Q: 3 clusters Score -1.732312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363481 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17323122.000000 Penalty: 1165.143433
	Iteration 17Q: 3 clusters Score -1.732312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363480 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17323138.000000 Penalty: 1165.143433
	Iteration 18Q: 3 clusters Score -1.732314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363485 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17323162.000000 Penalty: 1165.143433
	Iteration 19Q: 3 clusters Score -1.732316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363486 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17323158.000000 Penalty: 1165.143433
	Iteration 20F: 3 clusters Score -1.732316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363484 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17323156.000000 Penalty: 1165.143433
	Iteration 21Q: 3 clusters Score -1.732316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363484 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17323156.000000 Penalty: 1165.143433
	Iteration 22F: 3 clusters Score -1.732316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -53649.195312 Penalty: 331.801361
	Iteration 0F: 2 clusters Score -53649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -52603.664062 Penalty: 663.602722
	Iteration 0F: 3 clusters Score -52603.66 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -53817.003906 Penalty: 663.602722
	Iteration 1F: 3 clusters Score -53817 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -54653.625000 Penalty: 663.602722
	Iteration 2F: 3 clusters Score -54653.62 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -55419.234375 Penalty: 663.602722
	Iteration 3F: 3 clusters Score -55419.23 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -55675.968750 Penalty: 663.602722
	Iteration 4F: 3 clusters Score -55675.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -55753.402344 Penalty: 663.602722
	Iteration 5Q: 3 clusters Score -55753.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -55771.449219 Penalty: 663.602722
	Iteration 6Q: 3 clusters Score -55771.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -55776.214844 Penalty: 663.602722
	Iteration 7Q: 3 clusters Score -55776.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -55778.058594 Penalty: 663.602722
	Iteration 8Q: 3 clusters Score -55778.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -55778.562500 Penalty: 663.602722
	Iteration 9Q: 3 clusters Score -55778.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -55779.386719 Penalty: 663.602722
	Iteration 10Q: 3 clusters Score -55779.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -55779.531250 Penalty: 663.602722
	Iteration 11Q: 3 clusters Score -55779.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -55779.750000 Penalty: 663.602722
	Iteration 12Q: 3 clusters Score -55779.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -55779.750000 Penalty: 663.602722
	Iteration 13F: 3 clusters Score -55779.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51545 members 
Mstep: Class 3 contains 107446 members 
Mstep: Class 4 contains 1007 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 31338 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 17202 members 
Mstep: Class 11 contains 15230 members 
Mstep: Class 12 contains 492 members 
Mstep: Class 14 contains 363587 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
Score: -28362946.000000 Penalty: 10908.178711
Splitting cluster 16 changes total score from -28356290.000000 to -28362946.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 17 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -52556.125000 Penalty: 330.000671
	Iteration 0F: 2 clusters Score -52556.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -51551.546875 Penalty: 660.001343
	Iteration 0F: 3 clusters Score -51551.55 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -52330.269531 Penalty: 660.001343
	Iteration 1F: 3 clusters Score -52330.27 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53135.019531 Penalty: 660.001343
	Iteration 2F: 3 clusters Score -53135.02 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -53912.722656 Penalty: 660.001343
	Iteration 3F: 3 clusters Score -53912.72 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -54184.632812 Penalty: 660.001343
	Iteration 4F: 3 clusters Score -54184.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -54248.953125 Penalty: 660.001343
	Iteration 5Q: 3 clusters Score -54248.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54260.675781 Penalty: 660.001343
	Iteration 6Q: 3 clusters Score -54260.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -54263.222656 Penalty: 660.001343
	Iteration 7Q: 3 clusters Score -54263.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54263.929688 Penalty: 660.001343
	Iteration 8Q: 3 clusters Score -54263.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -54265.671875 Penalty: 660.001343
	Iteration 9Q: 3 clusters Score -54265.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54266.304688 Penalty: 660.001343
	Iteration 10Q: 3 clusters Score -54266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -54266.437500 Penalty: 660.001343
	Iteration 11Q: 3 clusters Score -54266.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -54266.437500 Penalty: 660.001343
	Iteration 12F: 3 clusters Score -54266.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51545 members 
Mstep: Class 3 contains 107446 members 
Mstep: Class 4 contains 1007 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 31338 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 17202 members 
Mstep: Class 11 contains 15230 members 
Mstep: Class 12 contains 492 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 363587 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 179 members 
Entering Unmasked Estep 
Score: -28364404.000000 Penalty: 11514.189453
Splitting cluster 17 changes total score from -28356290.000000 to -28364404.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -97601.679688 Penalty: 346.181030
	Iteration 0F: 2 clusters Score -97601.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -96134.812500 Penalty: 692.362061
	Iteration 0F: 3 clusters Score -96134.81 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -96621.492188 Penalty: 692.362061
	Iteration 1F: 3 clusters Score -96621.49 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -96721.351562 Penalty: 692.362061
	Iteration 2F: 3 clusters Score -96721.35 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -96826.515625 Penalty: 692.362061
	Iteration 3F: 3 clusters Score -96826.52 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -96898.460938 Penalty: 692.362061
	Iteration 4Q: 3 clusters Score -96898.46 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -96972.101562 Penalty: 692.362061
	Iteration 5Q: 3 clusters Score -96972.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -97041.898438 Penalty: 692.362061
	Iteration 6Q: 3 clusters Score -97041.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -97082.187500 Penalty: 692.362061
	Iteration 7Q: 3 clusters Score -97082.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -97104.718750 Penalty: 692.362061
	Iteration 8Q: 3 clusters Score -97104.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -97122.421875 Penalty: 692.362061
	Iteration 9Q: 3 clusters Score -97122.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -97139.179688 Penalty: 692.362061
	Iteration 10Q: 3 clusters Score -97139.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -97151.046875 Penalty: 692.362061
	Iteration 11Q: 3 clusters Score -97151.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -97159.687500 Penalty: 692.362061
	Iteration 12Q: 3 clusters Score -97159.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -97168.398438 Penalty: 692.362061
	Iteration 13Q: 3 clusters Score -97168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -97176.078125 Penalty: 692.362061
	Iteration 14Q: 3 clusters Score -97176.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -97184.546875 Penalty: 692.362061
	Iteration 15Q: 3 clusters Score -97184.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -97191.343750 Penalty: 692.362061
	Iteration 16Q: 3 clusters Score -97191.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -97196.796875 Penalty: 692.362061
	Iteration 17Q: 3 clusters Score -97196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -97201.375000 Penalty: 692.362061
	Iteration 18Q: 3 clusters Score -97201.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -97203.203125 Penalty: 692.362061
	Iteration 19Q: 3 clusters Score -97203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -97205.062500 Penalty: 692.362061
	Iteration 20F: 3 clusters Score -97205.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -97206.164062 Penalty: 692.362061
	Iteration 21Q: 3 clusters Score -97206.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -97208.156250 Penalty: 692.362061
	Iteration 22Q: 3 clusters Score -97208.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -97209.953125 Penalty: 692.362061
	Iteration 23Q: 3 clusters Score -97209.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -97211.148438 Penalty: 692.362061
	Iteration 24Q: 3 clusters Score -97211.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -97212.765625 Penalty: 692.362061
	Iteration 25Q: 3 clusters Score -97212.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -97214.351562 Penalty: 692.362061
	Iteration 26Q: 3 clusters Score -97214.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -97215.828125 Penalty: 692.362061
	Iteration 27Q: 3 clusters Score -97215.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -97216.929688 Penalty: 692.362061
	Iteration 28Q: 3 clusters Score -97216.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -97218.179688 Penalty: 692.362061
	Iteration 29Q: 3 clusters Score -97218.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -97220.343750 Penalty: 692.362061
	Iteration 30Q: 3 clusters Score -97220.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -97221.757812 Penalty: 692.362061
	Iteration 31Q: 3 clusters Score -97221.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -97225.328125 Penalty: 692.362061
	Iteration 32Q: 3 clusters Score -97225.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -97228.226562 Penalty: 692.362061
	Iteration 33Q: 3 clusters Score -97228.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -97232.023438 Penalty: 692.362061
	Iteration 34Q: 3 clusters Score -97232.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -97234.367188 Penalty: 692.362061
	Iteration 35Q: 3 clusters Score -97234.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -97235.500000 Penalty: 692.362061
	Iteration 36Q: 3 clusters Score -97235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -97237.476562 Penalty: 692.362061
	Iteration 37Q: 3 clusters Score -97237.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -97239.867188 Penalty: 692.362061
	Iteration 38Q: 3 clusters Score -97239.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -97240.546875 Penalty: 692.362061
	Iteration 39Q: 3 clusters Score -97240.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -97242.359375 Penalty: 692.362061
	Iteration 40F: 3 clusters Score -97242.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -97244.117188 Penalty: 692.362061
	Iteration 41Q: 3 clusters Score -97244.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -97246.234375 Penalty: 692.362061
	Iteration 42Q: 3 clusters Score -97246.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -97247.812500 Penalty: 692.362061
	Iteration 43Q: 3 clusters Score -97247.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -97249.320312 Penalty: 692.362061
	Iteration 44Q: 3 clusters Score -97249.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -97250.156250 Penalty: 692.362061
	Iteration 45Q: 3 clusters Score -97250.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -97251.953125 Penalty: 692.362061
	Iteration 46Q: 3 clusters Score -97251.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -97253.164062 Penalty: 692.362061
	Iteration 47Q: 3 clusters Score -97253.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -97254.210938 Penalty: 692.362061
	Iteration 48Q: 3 clusters Score -97254.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -97255.148438 Penalty: 692.362061
	Iteration 49Q: 3 clusters Score -97255.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -97256.335938 Penalty: 692.362061
	Iteration 50Q: 3 clusters Score -97256.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -97257.101562 Penalty: 692.362061
	Iteration 51Q: 3 clusters Score -97257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -97257.625000 Penalty: 692.362061
	Iteration 52Q: 3 clusters Score -97257.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -97258.453125 Penalty: 692.362061
	Iteration 53Q: 3 clusters Score -97258.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -97258.531250 Penalty: 692.362061
	Iteration 54Q: 3 clusters Score -97258.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -97258.531250 Penalty: 692.362061
	Iteration 55F: 3 clusters Score -97258.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -200906.718750 Penalty: 378.179779
	Iteration 0F: 2 clusters Score -200906.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -198107.125000 Penalty: 756.359558
	Iteration 0F: 3 clusters Score -198107.1 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -199174.859375 Penalty: 756.359558
	Iteration 1F: 3 clusters Score -199174.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -199288.328125 Penalty: 756.359558
	Iteration 2F: 3 clusters Score -199288.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -199417.156250 Penalty: 756.359558
	Iteration 3F: 3 clusters Score -199417.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -199612.312500 Penalty: 756.359558
	Iteration 4F: 3 clusters Score -199612.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -199848.796875 Penalty: 756.359558
	Iteration 5F: 3 clusters Score -199848.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -200060.296875 Penalty: 756.359558
	Iteration 6F: 3 clusters Score -200060.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -200234.812500 Penalty: 756.359558
	Iteration 7Q: 3 clusters Score -200234.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -200352.859375 Penalty: 756.359558
	Iteration 8Q: 3 clusters Score -200352.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -200429.234375 Penalty: 756.359558
	Iteration 9Q: 3 clusters Score -200429.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -200475.609375 Penalty: 756.359558
	Iteration 10Q: 3 clusters Score -200475.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -200507.453125 Penalty: 756.359558
	Iteration 11Q: 3 clusters Score -200507.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -200533.265625 Penalty: 756.359558
	Iteration 12Q: 3 clusters Score -200533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -200541.453125 Penalty: 756.359558
	Iteration 13Q: 3 clusters Score -200541.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -200547.781250 Penalty: 756.359558
	Iteration 14Q: 3 clusters Score -200547.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -200556.203125 Penalty: 756.359558
	Iteration 15Q: 3 clusters Score -200556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -200561.656250 Penalty: 756.359558
	Iteration 16Q: 3 clusters Score -200561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -200567.140625 Penalty: 756.359558
	Iteration 17Q: 3 clusters Score -200567.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -200573.703125 Penalty: 756.359558
	Iteration 18Q: 3 clusters Score -200573.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -200578.390625 Penalty: 756.359558
	Iteration 19Q: 3 clusters Score -200578.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -200580.468750 Penalty: 756.359558
	Iteration 20F: 3 clusters Score -200580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -200582.078125 Penalty: 756.359558
	Iteration 21Q: 3 clusters Score -200582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -200582.796875 Penalty: 756.359558
	Iteration 22Q: 3 clusters Score -200582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -200584.265625 Penalty: 756.359558
	Iteration 23Q: 3 clusters Score -200584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -200585.890625 Penalty: 756.359558
	Iteration 24Q: 3 clusters Score -200585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -200586.703125 Penalty: 756.359558
	Iteration 25Q: 3 clusters Score -200586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -200586.546875 Penalty: 756.359558
	Iteration 26Q: 3 clusters Score -200586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -200588.812500 Penalty: 756.359558
	Iteration 27Q: 3 clusters Score -200588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -200590.843750 Penalty: 756.359558
	Iteration 28Q: 3 clusters Score -200590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -200593.000000 Penalty: 756.359558
	Iteration 29Q: 3 clusters Score -200593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -200593.812500 Penalty: 756.359558
	Iteration 30Q: 3 clusters Score -200593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -200594.781250 Penalty: 756.359558
	Iteration 31Q: 3 clusters Score -200594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -200595.218750 Penalty: 756.359558
	Iteration 32Q: 3 clusters Score -200595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -200595.437500 Penalty: 756.359558
	Iteration 33Q: 3 clusters Score -200595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -200595.437500 Penalty: 756.359558
	Iteration 34F: 3 clusters Score -200595.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -7264.355469 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -7264.355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7007.566406 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7007.566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7120.515625 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7120.516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7198.144043 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7198.144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7240.119629 Penalty: 472.052094
	Iteration 3F: 3 clusters Score -7240.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7262.425781 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -7262.426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7265.987793 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -7265.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7268.133789 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -7268.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7269.289551 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -7269.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7269.289551 Penalty: 472.052094
	Iteration 8F: 3 clusters Score -7269.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51545 members 
Mstep: Class 3 contains 107446 members 
Mstep: Class 4 contains 1007 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 31338 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 17202 members 
Mstep: Class 11 contains 15230 members 
Mstep: Class 12 contains 492 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 363587 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 44 members 
Entering Unmasked Estep 
Score: -28364032.000000 Penalty: 12120.199219
Splitting cluster 21 changes total score from -28356290.000000 to -28364032.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51545 members 
Mstep: Class 3 contains 107446 members 
Mstep: Class 4 contains 1007 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 31338 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 10 contains 17202 members 
Mstep: Class 14 contains 363587 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 44 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28366978.000000 Penalty: 12120.199219
Iteration 39Q: 21 clusters Score -2.836698e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 51152 members 
Mstep: Class 3 contains 107462 members 
Mstep: Class 4 contains 1011 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 31429 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 17966 members 
Mstep: Class 11 contains 13708 members 
Mstep: Class 12 contains 492 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 364479 members 
Mstep: Class 15 contains 138 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 4110 members 
Mstep: Class 21 contains 45 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28370686.000000 Penalty: 12120.199219
Iteration 40F: 21 clusters Score -2.837069e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 50763 members 
Mstep: Class 3 contains 107332 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 31497 members 
Mstep: Class 7 contains 920 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 19270 members 
Mstep: Class 11 contains 14620 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 362411 members 
Mstep: Class 15 contains 146 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28374122.000000 Penalty: 12120.199219
Iteration 41Q: 21 clusters Score -2.837412e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 50303 members 
Mstep: Class 3 contains 107236 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 6 contains 31522 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 714 members 
Mstep: Class 10 contains 20412 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 360652 members 
Mstep: Class 15 contains 148 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 4296 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28376180.000000 Penalty: 12120.199219
Iteration 42Q: 21 clusters Score -2.837618e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 49831 members 
Mstep: Class 3 contains 107154 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 4493 members 
Mstep: Class 6 contains 31512 members 
Mstep: Class 7 contains 1093 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 720 members 
Mstep: Class 10 contains 21505 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 359066 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377918.000000 Penalty: 12120.199219
Iteration 43Q: 21 clusters Score -2.837792e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 49363 members 
Mstep: Class 3 contains 107119 members 
Mstep: Class 4 contains 1016 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 6 contains 31472 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 724 members 
Mstep: Class 10 contains 22408 members 
Mstep: Class 11 contains 17444 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 357691 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2037 members 
Mstep: Class 20 contains 4426 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379446.000000 Penalty: 12120.199219
Iteration 44Q: 21 clusters Score -2.837945e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48917 members 
Mstep: Class 3 contains 107095 members 
Mstep: Class 4 contains 1002 members 
Mstep: Class 5 contains 4491 members 
Mstep: Class 6 contains 31381 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 23111 members 
Mstep: Class 11 contains 18276 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 356628 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28380352.000000 Penalty: 12120.199219
Iteration 45Q: 21 clusters Score -2.838035e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 48514 members 
Mstep: Class 3 contains 107096 members 
Mstep: Class 4 contains 987 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 31274 members 
Mstep: Class 7 contains 1177 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 737 members 
Mstep: Class 10 contains 23685 members 
Mstep: Class 11 contains 19058 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 355699 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 4533 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381208.000000 Penalty: 12120.199219
Iteration 46Q: 21 clusters Score -2.838121e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 48158 members 
Mstep: Class 3 contains 107087 members 
Mstep: Class 4 contains 975 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 31139 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 24150 members 
Mstep: Class 11 contains 19775 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 354967 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2078 members 
Mstep: Class 20 contains 4562 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28381810.000000 Penalty: 12120.199219
Iteration 47Q: 21 clusters Score -2.838181e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 47794 members 
Mstep: Class 3 contains 107056 members 
Mstep: Class 4 contains 965 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 31010 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 5188 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 24533 members 
Mstep: Class 11 contains 20413 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 354393 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 4598 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382510.000000 Penalty: 12120.199219
Iteration 48Q: 21 clusters Score -2.838251e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 47462 members 
Mstep: Class 3 contains 107035 members 
Mstep: Class 4 contains 962 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 30876 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 24835 members 
Mstep: Class 11 contains 20955 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 353959 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382782.000000 Penalty: 12120.199219
Iteration 49Q: 21 clusters Score -2.838278e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47149 members 
Mstep: Class 3 contains 107012 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 4484 members 
Mstep: Class 6 contains 30737 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 5178 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 25092 members 
Mstep: Class 11 contains 21396 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 353654 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 4704 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383234.000000 Penalty: 12120.199219
Iteration 50Q: 21 clusters Score -2.838323e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 46821 members 
Mstep: Class 3 contains 106987 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 30599 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 25305 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 353458 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383304.000000 Penalty: 12120.199219
Iteration 51Q: 21 clusters Score -2.83833e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46531 members 
Mstep: Class 3 contains 106977 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 30488 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 25478 members 
Mstep: Class 11 contains 22141 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 353282 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2113 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383410.000000 Penalty: 12120.199219
Iteration 52Q: 21 clusters Score -2.838341e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 46285 members 
Mstep: Class 3 contains 106983 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 25641 members 
Mstep: Class 11 contains 22468 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 353096 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 4811 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383422.000000 Penalty: 12120.199219
Iteration 53Q: 21 clusters Score -2.838342e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46095 members 
Mstep: Class 3 contains 106980 members 
Mstep: Class 4 contains 930 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 30274 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 25764 members 
Mstep: Class 11 contains 22747 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352993 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 4803 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383552.000000 Penalty: 12120.199219
Iteration 54Q: 21 clusters Score -2.838355e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 45907 members 
Mstep: Class 3 contains 106970 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 30185 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 25890 members 
Mstep: Class 11 contains 23016 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352874 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383714.000000 Penalty: 12120.199219
Iteration 55Q: 21 clusters Score -2.838371e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45730 members 
Mstep: Class 3 contains 106969 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 30116 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 26005 members 
Mstep: Class 11 contains 23267 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352746 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 4797 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383734.000000 Penalty: 12120.199219
Iteration 56Q: 21 clusters Score -2.838373e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 45556 members 
Mstep: Class 3 contains 106968 members 
Mstep: Class 4 contains 922 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 30036 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 26095 members 
Mstep: Class 11 contains 23521 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352655 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383864.000000 Penalty: 12120.199219
Iteration 57Q: 21 clusters Score -2.838386e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45419 members 
Mstep: Class 3 contains 106959 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 29963 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 26167 members 
Mstep: Class 11 contains 23755 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352574 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 4786 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383824.000000 Penalty: 12120.199219
Iteration 58Q: 21 clusters Score -2.838382e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45298 members 
Mstep: Class 3 contains 106958 members 
Mstep: Class 4 contains 919 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 29893 members 
Mstep: Class 7 contains 1363 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 26236 members 
Mstep: Class 11 contains 23989 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352455 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383888.000000 Penalty: 12120.199219
Iteration 59Q: 21 clusters Score -2.838389e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45179 members 
Mstep: Class 3 contains 106971 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 29827 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 5107 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 26297 members 
Mstep: Class 11 contains 24196 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352353 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 4799 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383976.000000 Penalty: 12120.199219
Iteration 60F: 21 clusters Score -2.838398e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45078 members 
Mstep: Class 3 contains 106980 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 29770 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 5099 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 26354 members 
Mstep: Class 11 contains 24400 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352241 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384046.000000 Penalty: 12120.199219
Iteration 61Q: 21 clusters Score -2.838405e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44973 members 
Mstep: Class 3 contains 106992 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 29717 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 26404 members 
Mstep: Class 11 contains 24558 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352187 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 4799 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384126.000000 Penalty: 12120.199219
Iteration 62Q: 21 clusters Score -2.838413e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44892 members 
Mstep: Class 3 contains 107002 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 29678 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 5083 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 26454 members 
Mstep: Class 11 contains 24715 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352103 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384198.000000 Penalty: 12120.199219
Iteration 63Q: 21 clusters Score -2.83842e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 44811 members 
Mstep: Class 3 contains 107009 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29637 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 26495 members 
Mstep: Class 11 contains 24858 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 352031 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4795 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384242.000000 Penalty: 12120.199219
Iteration 64Q: 21 clusters Score -2.838424e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 44759 members 
Mstep: Class 3 contains 107019 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29603 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 757 members 
Mstep: Class 10 contains 26527 members 
Mstep: Class 11 contains 24989 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351954 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 21 clusters Score -2.838419e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44721 members 
Mstep: Class 3 contains 107028 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29571 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26560 members 
Mstep: Class 11 contains 25101 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351869 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 4794 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384254.000000 Penalty: 12120.199219
Iteration 66Q: 21 clusters Score -2.838425e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 44694 members 
Mstep: Class 3 contains 107032 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29542 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26585 members 
Mstep: Class 11 contains 25204 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351793 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384306.000000 Penalty: 12120.199219
Iteration 67Q: 21 clusters Score -2.838431e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44661 members 
Mstep: Class 3 contains 107034 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29515 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26608 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351728 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384360.000000 Penalty: 12120.199219
Iteration 68Q: 21 clusters Score -2.838436e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44617 members 
Mstep: Class 3 contains 107032 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29489 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26625 members 
Mstep: Class 11 contains 25375 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351699 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384360.000000 Penalty: 12120.199219
Iteration 69Q: 21 clusters Score -2.838436e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44574 members 
Mstep: Class 3 contains 107033 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29473 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26636 members 
Mstep: Class 11 contains 25429 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351676 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384410.000000 Penalty: 12120.199219
Iteration 70Q: 21 clusters Score -2.838441e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 44534 members 
Mstep: Class 3 contains 107033 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29454 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26644 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351661 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4864 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384438.000000 Penalty: 12120.199219
Iteration 71Q: 21 clusters Score -2.838444e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 44503 members 
Mstep: Class 3 contains 107030 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29434 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5053 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26648 members 
Mstep: Class 11 contains 25521 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351658 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4877 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384440.000000 Penalty: 12120.199219
Iteration 72Q: 21 clusters Score -2.838444e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44472 members 
Mstep: Class 3 contains 107031 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29411 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26651 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351656 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4885 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384450.000000 Penalty: 12120.199219
Iteration 73Q: 21 clusters Score -2.838445e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44440 members 
Mstep: Class 3 contains 107035 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29385 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26652 members 
Mstep: Class 11 contains 25616 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351660 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4892 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384456.000000 Penalty: 12120.199219
Iteration 74Q: 21 clusters Score -2.838446e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44406 members 
Mstep: Class 3 contains 107039 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29367 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26652 members 
Mstep: Class 11 contains 25662 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351664 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4894 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384442.000000 Penalty: 12120.199219
Iteration 75Q: 21 clusters Score -2.838444e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44370 members 
Mstep: Class 3 contains 107041 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29360 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26652 members 
Mstep: Class 11 contains 25716 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351651 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4894 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384442.000000 Penalty: 12120.199219
Iteration 76Q: 21 clusters Score -2.838444e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44341 members 
Mstep: Class 3 contains 107042 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29358 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26652 members 
Mstep: Class 11 contains 25772 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351623 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4896 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384406.000000 Penalty: 12120.199219
Iteration 77Q: 21 clusters Score -2.838441e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44306 members 
Mstep: Class 3 contains 107042 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29354 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 25824 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351602 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4902 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384380.000000 Penalty: 12120.199219
Iteration 78Q: 21 clusters Score -2.838438e+07 nChanged 135
Entering ConstructFrom: 
Score: -28384380.000000 Penalty: 12120.199219
Entering ConstructFrom: 
Trying to split cluster 1 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -50392.187500 Penalty: 319.214905
	Iteration 0F: 2 clusters Score -50392.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -49515.984375 Penalty: 638.429810
	Iteration 0F: 3 clusters Score -49515.98 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -49836.808594 Penalty: 638.429810
	Iteration 1F: 3 clusters Score -49836.81 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -49891.632812 Penalty: 638.429810
	Iteration 2F: 3 clusters Score -49891.63 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -49949.968750 Penalty: 638.429810
	Iteration 3F: 3 clusters Score -49949.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -50005.023438 Penalty: 638.429810
	Iteration 4F: 3 clusters Score -50005.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -50072.542969 Penalty: 638.429810
	Iteration 5F: 3 clusters Score -50072.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -50124.265625 Penalty: 638.429810
	Iteration 6Q: 3 clusters Score -50124.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -50168.957031 Penalty: 638.429810
	Iteration 7Q: 3 clusters Score -50168.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -50191.839844 Penalty: 638.429810
	Iteration 8Q: 3 clusters Score -50191.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -50210.804688 Penalty: 638.429810
	Iteration 9Q: 3 clusters Score -50210.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -50227.753906 Penalty: 638.429810
	Iteration 10Q: 3 clusters Score -50227.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -50243.906250 Penalty: 638.429810
	Iteration 11Q: 3 clusters Score -50243.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -50260.890625 Penalty: 638.429810
	Iteration 12Q: 3 clusters Score -50260.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -50279.253906 Penalty: 638.429810
	Iteration 13Q: 3 clusters Score -50279.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -50296.226562 Penalty: 638.429810
	Iteration 14Q: 3 clusters Score -50296.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -50306.789062 Penalty: 638.429810
	Iteration 15Q: 3 clusters Score -50306.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -50313.328125 Penalty: 638.429810
	Iteration 16Q: 3 clusters Score -50313.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -50318.273438 Penalty: 638.429810
	Iteration 17Q: 3 clusters Score -50318.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -50321.800781 Penalty: 638.429810
	Iteration 18Q: 3 clusters Score -50321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -50323.000000 Penalty: 638.429810
	Iteration 19Q: 3 clusters Score -50323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -50324.476562 Penalty: 638.429810
	Iteration 20F: 3 clusters Score -50324.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -50330.484375 Penalty: 638.429810
	Iteration 21Q: 3 clusters Score -50330.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -50335.816406 Penalty: 638.429810
	Iteration 22Q: 3 clusters Score -50335.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -50348.886719 Penalty: 638.429810
	Iteration 23Q: 3 clusters Score -50348.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -50359.070312 Penalty: 638.429810
	Iteration 24Q: 3 clusters Score -50359.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -50369.105469 Penalty: 638.429810
	Iteration 25Q: 3 clusters Score -50369.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -50376.691406 Penalty: 638.429810
	Iteration 26Q: 3 clusters Score -50376.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -50382.343750 Penalty: 638.429810
	Iteration 27Q: 3 clusters Score -50382.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -50391.218750 Penalty: 638.429810
	Iteration 28Q: 3 clusters Score -50391.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -50397.339844 Penalty: 638.429810
	Iteration 29Q: 3 clusters Score -50397.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -50399.847656 Penalty: 638.429810
	Iteration 30Q: 3 clusters Score -50399.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -50401.949219 Penalty: 638.429810
	Iteration 31Q: 3 clusters Score -50401.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -50402.316406 Penalty: 638.429810
	Iteration 32Q: 3 clusters Score -50402.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -50402.316406 Penalty: 638.429810
	Iteration 33F: 3 clusters Score -50402.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44267 members 
Mstep: Class 3 contains 107044 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351583 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
Score: -28384142.000000 Penalty: 12726.208984
Splitting cluster 1 changes total score from -28384380.000000 to -28384142.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (44267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Entering Unmasked Estep 
Score: -2024397.875000 Penalty: 486.758789
	Iteration 0F: 2 clusters Score -2024398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1994788.625000 Penalty: 973.517578
	Iteration 0F: 3 clusters Score -1994789 nChanged 21482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2007797.000000 Penalty: 973.517578
	Iteration 1F: 3 clusters Score -2007797 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2008446.750000 Penalty: 973.517578
	Iteration 2Q: 3 clusters Score -2008447 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2009296.000000 Penalty: 973.517578
	Iteration 3Q: 3 clusters Score -2009296 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2010361.875000 Penalty: 973.517578
	Iteration 4Q: 3 clusters Score -2010362 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -2011674.875000 Penalty: 973.517578
	Iteration 5F: 3 clusters Score -2011675 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -2013122.000000 Penalty: 973.517578
	Iteration 6F: 3 clusters Score -2013122 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -2014519.250000 Penalty: 973.517578
	Iteration 7F: 3 clusters Score -2014519 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -2015555.625000 Penalty: 973.517578
	Iteration 8Q: 3 clusters Score -2015556 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -2016112.875000 Penalty: 973.517578
	Iteration 9Q: 3 clusters Score -2016113 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -2016382.000000 Penalty: 973.517578
	Iteration 10Q: 3 clusters Score -2016382 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -2016576.750000 Penalty: 973.517578
	Iteration 11Q: 3 clusters Score -2016577 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -2016790.000000 Penalty: 973.517578
	Iteration 12Q: 3 clusters Score -2016790 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -2017025.250000 Penalty: 973.517578
	Iteration 13Q: 3 clusters Score -2017025 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -2017301.750000 Penalty: 973.517578
	Iteration 14Q: 3 clusters Score -2017302 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -2017654.625000 Penalty: 973.517578
	Iteration 15Q: 3 clusters Score -2017655 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -2018029.000000 Penalty: 973.517578
	Iteration 16Q: 3 clusters Score -2018029 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -2018460.250000 Penalty: 973.517578
	Iteration 17Q: 3 clusters Score -2018460 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -2018934.500000 Penalty: 973.517578
	Iteration 18Q: 3 clusters Score -2018934 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -2019450.875000 Penalty: 973.517578
	Iteration 19Q: 3 clusters Score -2019451 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -2020043.500000 Penalty: 973.517578
	Iteration 20F: 3 clusters Score -2020044 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -2020687.000000 Penalty: 973.517578
	Iteration 21Q: 3 clusters Score -2020687 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -2021298.250000 Penalty: 973.517578
	Iteration 22Q: 3 clusters Score -2021298 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -2021855.375000 Penalty: 973.517578
	Iteration 23Q: 3 clusters Score -2021855 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -2022379.625000 Penalty: 973.517578
	Iteration 24Q: 3 clusters Score -2022380 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -2022825.125000 Penalty: 973.517578
	Iteration 25Q: 3 clusters Score -2022825 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -2023176.750000 Penalty: 973.517578
	Iteration 26Q: 3 clusters Score -2023177 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -2023479.750000 Penalty: 973.517578
	Iteration 27Q: 3 clusters Score -2023480 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -2023708.875000 Penalty: 973.517578
	Iteration 28Q: 3 clusters Score -2023709 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -2023851.000000 Penalty: 973.517578
	Iteration 29Q: 3 clusters Score -2023851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -2023932.750000 Penalty: 973.517578
	Iteration 30Q: 3 clusters Score -2023933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -2023962.875000 Penalty: 973.517578
	Iteration 31Q: 3 clusters Score -2023963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -2023981.500000 Penalty: 973.517578
	Iteration 32Q: 3 clusters Score -2023982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -2023989.875000 Penalty: 973.517578
	Iteration 33Q: 3 clusters Score -2023990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -2023994.000000 Penalty: 973.517578
	Iteration 34Q: 3 clusters Score -2023994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -2023994.625000 Penalty: 973.517578
	Iteration 35Q: 3 clusters Score -2023995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -2023997.750000 Penalty: 973.517578
	Iteration 36Q: 3 clusters Score -2023998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -2023997.750000 Penalty: 973.517578
	Iteration 37F: 3 clusters Score -2023998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Entering Unmasked Estep 
Score: -5245336.500000 Penalty: 526.935303
	Iteration 0F: 2 clusters Score -5245336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -5173052.000000 Penalty: 1053.870605
	Iteration 0F: 3 clusters Score -5173052 nChanged 52482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -5204644.000000 Penalty: 1053.870605
	Iteration 1F: 3 clusters Score -5204644 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -5206105.000000 Penalty: 1053.870605
	Iteration 2Q: 3 clusters Score -5206105 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -5208351.000000 Penalty: 1053.870605
	Iteration 3Q: 3 clusters Score -5208351 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -5211639.500000 Penalty: 1053.870605
	Iteration 4F: 3 clusters Score -5211640 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -5216135.000000 Penalty: 1053.870605
	Iteration 5F: 3 clusters Score -5216135 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -5220908.500000 Penalty: 1053.870605
	Iteration 6F: 3 clusters Score -5220908 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5224064.500000 Penalty: 1053.870605
	Iteration 7F: 3 clusters Score -5224064 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -5225387.500000 Penalty: 1053.870605
	Iteration 8Q: 3 clusters Score -5225388 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5225812.000000 Penalty: 1053.870605
	Iteration 9Q: 3 clusters Score -5225812 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5226008.000000 Penalty: 1053.870605
	Iteration 10Q: 3 clusters Score -5226008 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5226164.000000 Penalty: 1053.870605
	Iteration 11Q: 3 clusters Score -5226164 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5226364.500000 Penalty: 1053.870605
	Iteration 12Q: 3 clusters Score -5226364 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -5226592.500000 Penalty: 1053.870605
	Iteration 13Q: 3 clusters Score -5226592 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -5226859.000000 Penalty: 1053.870605
	Iteration 14Q: 3 clusters Score -5226859 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -5227179.500000 Penalty: 1053.870605
	Iteration 15Q: 3 clusters Score -5227180 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5227547.000000 Penalty: 1053.870605
	Iteration 16Q: 3 clusters Score -5227547 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5227972.500000 Penalty: 1053.870605
	Iteration 17Q: 3 clusters Score -5227972 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -5228488.000000 Penalty: 1053.870605
	Iteration 18Q: 3 clusters Score -5228488 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5229077.000000 Penalty: 1053.870605
	Iteration 19Q: 3 clusters Score -5229077 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5229695.000000 Penalty: 1053.870605
	Iteration 20F: 3 clusters Score -5229695 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -5230341.000000 Penalty: 1053.870605
	Iteration 21Q: 3 clusters Score -5230341 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5231152.500000 Penalty: 1053.870605
	Iteration 22Q: 3 clusters Score -5231152 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -5232020.500000 Penalty: 1053.870605
	Iteration 23Q: 3 clusters Score -5232020 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5233018.500000 Penalty: 1053.870605
	Iteration 24Q: 3 clusters Score -5233018 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -5234157.000000 Penalty: 1053.870605
	Iteration 25Q: 3 clusters Score -5234157 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -5235460.500000 Penalty: 1053.870605
	Iteration 26Q: 3 clusters Score -5235460 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -5236765.000000 Penalty: 1053.870605
	Iteration 27Q: 3 clusters Score -5236765 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -5238149.500000 Penalty: 1053.870605
	Iteration 28Q: 3 clusters Score -5238150 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5239541.500000 Penalty: 1053.870605
	Iteration 29Q: 3 clusters Score -5239542 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -5240881.000000 Penalty: 1053.870605
	Iteration 30Q: 3 clusters Score -5240881 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5242074.500000 Penalty: 1053.870605
	Iteration 31Q: 3 clusters Score -5242074 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104281 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5242995.000000 Penalty: 1053.870605
	Iteration 32Q: 3 clusters Score -5242995 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5243684.500000 Penalty: 1053.870605
	Iteration 33Q: 3 clusters Score -5243684 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5244159.500000 Penalty: 1053.870605
	Iteration 34Q: 3 clusters Score -5244160 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5244467.000000 Penalty: 1053.870605
	Iteration 35Q: 3 clusters Score -5244467 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5244678.000000 Penalty: 1053.870605
	Iteration 36Q: 3 clusters Score -5244678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5244793.000000 Penalty: 1053.870605
	Iteration 37Q: 3 clusters Score -5244793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5244883.000000 Penalty: 1053.870605
	Iteration 38Q: 3 clusters Score -5244883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5244913.000000 Penalty: 1053.870605
	Iteration 39Q: 3 clusters Score -5244913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5244933.000000 Penalty: 1053.870605
	Iteration 40F: 3 clusters Score -5244933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5244962.500000 Penalty: 1053.870605
	Iteration 41Q: 3 clusters Score -5244962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5244974.000000 Penalty: 1053.870605
	Iteration 42Q: 3 clusters Score -5244974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106766 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5244996.500000 Penalty: 1053.870605
	Iteration 43Q: 3 clusters Score -5244996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5245012.500000 Penalty: 1053.870605
	Iteration 44Q: 3 clusters Score -5245012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5245026.000000 Penalty: 1053.870605
	Iteration 45Q: 3 clusters Score -5245026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106744 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5245034.000000 Penalty: 1053.870605
	Iteration 46Q: 3 clusters Score -5245034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5245045.000000 Penalty: 1053.870605
	Iteration 47Q: 3 clusters Score -5245045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5245040.000000 Penalty: 1053.870605
	Iteration 48Q: 3 clusters Score -5245040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5245041.500000 Penalty: 1053.870605
	Iteration 49Q: 3 clusters Score -5245042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5245041.000000 Penalty: 1053.870605
	Iteration 50Q: 3 clusters Score -5245041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5245041.500000 Penalty: 1053.870605
	Iteration 51Q: 3 clusters Score -5245042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5245039.000000 Penalty: 1053.870605
	Iteration 52Q: 3 clusters Score -5245039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5245039.500000 Penalty: 1053.870605
	Iteration 53F: 3 clusters Score -5245040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5245039.000000 Penalty: 1053.870605
	Iteration 54Q: 3 clusters Score -5245039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5245039.000000 Penalty: 1053.870605
	Iteration 55F: 3 clusters Score -5245039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -38288.800781 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -38288.8 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 434 members 
Entering Unmasked Estep 
Score: -37548.472656 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -37548.47 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37805.613281 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -37805.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -37851.406250 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -37851.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37888.039062 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -37888.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -37901.902344 Penalty: 617.898865
	Iteration 4Q: 3 clusters Score -37901.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37911.554688 Penalty: 617.898865
	Iteration 5Q: 3 clusters Score -37911.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -37922.992188 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -37922.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -37928.488281 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -37928.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37934.347656 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -37934.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -37939.847656 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -37939.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -37942.804688 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -37942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -37945.796875 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -37945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -37947.675781 Penalty: 617.898865
	Iteration 12Q: 3 clusters Score -37947.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -37949.906250 Penalty: 617.898865
	Iteration 13Q: 3 clusters Score -37949.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -37952.328125 Penalty: 617.898865
	Iteration 14Q: 3 clusters Score -37952.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37954.320312 Penalty: 617.898865
	Iteration 15Q: 3 clusters Score -37954.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -37956.867188 Penalty: 617.898865
	Iteration 16Q: 3 clusters Score -37956.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37958.613281 Penalty: 617.898865
	Iteration 17Q: 3 clusters Score -37958.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -37959.468750 Penalty: 617.898865
	Iteration 18Q: 3 clusters Score -37959.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37959.867188 Penalty: 617.898865
	Iteration 19Q: 3 clusters Score -37959.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -37959.925781 Penalty: 617.898865
	Iteration 20F: 3 clusters Score -37959.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -214501.640625 Penalty: 382.627045
	Iteration 0F: 2 clusters Score -214501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -211499.687500 Penalty: 765.254089
	Iteration 0F: 3 clusters Score -211499.7 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -212748.234375 Penalty: 765.254089
	Iteration 1F: 3 clusters Score -212748.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -212944.625000 Penalty: 765.254089
	Iteration 2F: 3 clusters Score -212944.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -213174.078125 Penalty: 765.254089
	Iteration 3F: 3 clusters Score -213174.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -213456.437500 Penalty: 765.254089
	Iteration 4F: 3 clusters Score -213456.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -213782.968750 Penalty: 765.254089
	Iteration 5F: 3 clusters Score -213783 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -214135.125000 Penalty: 765.254089
	Iteration 6F: 3 clusters Score -214135.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -214577.593750 Penalty: 765.254089
	Iteration 7F: 3 clusters Score -214577.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -214818.953125 Penalty: 765.254089
	Iteration 8Q: 3 clusters Score -214819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -214926.359375 Penalty: 765.254089
	Iteration 9Q: 3 clusters Score -214926.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -214969.625000 Penalty: 765.254089
	Iteration 10Q: 3 clusters Score -214969.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -214993.546875 Penalty: 765.254089
	Iteration 11Q: 3 clusters Score -214993.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -215009.328125 Penalty: 765.254089
	Iteration 12Q: 3 clusters Score -215009.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -215019.484375 Penalty: 765.254089
	Iteration 13Q: 3 clusters Score -215019.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -215034.109375 Penalty: 765.254089
	Iteration 14Q: 3 clusters Score -215034.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -215048.640625 Penalty: 765.254089
	Iteration 15Q: 3 clusters Score -215048.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -215061.656250 Penalty: 765.254089
	Iteration 16Q: 3 clusters Score -215061.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -215070.031250 Penalty: 765.254089
	Iteration 17Q: 3 clusters Score -215070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -215073.875000 Penalty: 765.254089
	Iteration 18Q: 3 clusters Score -215073.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -215077.656250 Penalty: 765.254089
	Iteration 19Q: 3 clusters Score -215077.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -215082.000000 Penalty: 765.254089
	Iteration 20F: 3 clusters Score -215082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -215087.750000 Penalty: 765.254089
	Iteration 21Q: 3 clusters Score -215087.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -215094.890625 Penalty: 765.254089
	Iteration 22Q: 3 clusters Score -215094.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -215099.750000 Penalty: 765.254089
	Iteration 23Q: 3 clusters Score -215099.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -215104.234375 Penalty: 765.254089
	Iteration 24Q: 3 clusters Score -215104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -215107.890625 Penalty: 765.254089
	Iteration 25Q: 3 clusters Score -215107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -215112.281250 Penalty: 765.254089
	Iteration 26Q: 3 clusters Score -215112.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -215114.953125 Penalty: 765.254089
	Iteration 27Q: 3 clusters Score -215115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -215119.203125 Penalty: 765.254089
	Iteration 28Q: 3 clusters Score -215119.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -215123.671875 Penalty: 765.254089
	Iteration 29Q: 3 clusters Score -215123.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -215127.921875 Penalty: 765.254089
	Iteration 30Q: 3 clusters Score -215127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -215134.312500 Penalty: 765.254089
	Iteration 31Q: 3 clusters Score -215134.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -215140.906250 Penalty: 765.254089
	Iteration 32Q: 3 clusters Score -215140.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -215145.203125 Penalty: 765.254089
	Iteration 33Q: 3 clusters Score -215145.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -215150.484375 Penalty: 765.254089
	Iteration 34Q: 3 clusters Score -215150.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -215157.937500 Penalty: 765.254089
	Iteration 35Q: 3 clusters Score -215157.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -215169.359375 Penalty: 765.254089
	Iteration 36Q: 3 clusters Score -215169.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -215187.140625 Penalty: 765.254089
	Iteration 37Q: 3 clusters Score -215187.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -215207.640625 Penalty: 765.254089
	Iteration 38Q: 3 clusters Score -215207.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -215222.546875 Penalty: 765.254089
	Iteration 39Q: 3 clusters Score -215222.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -215235.125000 Penalty: 765.254089
	Iteration 40F: 3 clusters Score -215235.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -215246.250000 Penalty: 765.254089
	Iteration 41Q: 3 clusters Score -215246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -215253.062500 Penalty: 765.254089
	Iteration 42Q: 3 clusters Score -215253.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -215256.906250 Penalty: 765.254089
	Iteration 43Q: 3 clusters Score -215256.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -215259.203125 Penalty: 765.254089
	Iteration 44Q: 3 clusters Score -215259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -215262.093750 Penalty: 765.254089
	Iteration 45Q: 3 clusters Score -215262.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -215265.046875 Penalty: 765.254089
	Iteration 46Q: 3 clusters Score -215265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -215267.546875 Penalty: 765.254089
	Iteration 47Q: 3 clusters Score -215267.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -215267.546875 Penalty: 765.254089
	Iteration 48Q: 3 clusters Score -215267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -215268.265625 Penalty: 765.254089
	Iteration 49Q: 3 clusters Score -215268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -215267.937500 Penalty: 765.254089
	Iteration 50Q: 3 clusters Score -215267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -215267.937500 Penalty: 765.254089
	Iteration 51F: 3 clusters Score -215267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44267 members 
Mstep: Class 3 contains 107044 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351583 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
Score: -28384950.000000 Penalty: 12726.208984
Splitting cluster 5 changes total score from -28384380.000000 to -28384950.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (29353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Entering Unmasked Estep 
Score: -1496008.625000 Penalty: 468.065338
	Iteration 0F: 2 clusters Score -1496009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1476358.000000 Penalty: 936.130676
	Iteration 0F: 3 clusters Score -1476358 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1485274.250000 Penalty: 936.130676
	Iteration 1F: 3 clusters Score -1485274 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1486049.500000 Penalty: 936.130676
	Iteration 2Q: 3 clusters Score -1486050 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1487274.250000 Penalty: 936.130676
	Iteration 3F: 3 clusters Score -1487274 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1488786.250000 Penalty: 936.130676
	Iteration 4F: 3 clusters Score -1488786 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1490346.000000 Penalty: 936.130676
	Iteration 5F: 3 clusters Score -1490346 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1491442.750000 Penalty: 936.130676
	Iteration 6F: 3 clusters Score -1491443 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1492040.750000 Penalty: 936.130676
	Iteration 7Q: 3 clusters Score -1492041 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1492325.250000 Penalty: 936.130676
	Iteration 8Q: 3 clusters Score -1492325 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1492487.875000 Penalty: 936.130676
	Iteration 9Q: 3 clusters Score -1492488 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1492644.875000 Penalty: 936.130676
	Iteration 10Q: 3 clusters Score -1492645 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1492764.125000 Penalty: 936.130676
	Iteration 11Q: 3 clusters Score -1492764 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1492898.875000 Penalty: 936.130676
	Iteration 12Q: 3 clusters Score -1492899 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1493021.250000 Penalty: 936.130676
	Iteration 13Q: 3 clusters Score -1493021 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1493144.625000 Penalty: 936.130676
	Iteration 14Q: 3 clusters Score -1493145 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1493246.000000 Penalty: 936.130676
	Iteration 15Q: 3 clusters Score -1493246 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1493335.250000 Penalty: 936.130676
	Iteration 16Q: 3 clusters Score -1493335 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1493431.625000 Penalty: 936.130676
	Iteration 17Q: 3 clusters Score -1493432 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1493542.875000 Penalty: 936.130676
	Iteration 18Q: 3 clusters Score -1493543 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1493652.125000 Penalty: 936.130676
	Iteration 19Q: 3 clusters Score -1493652 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1493762.375000 Penalty: 936.130676
	Iteration 20F: 3 clusters Score -1493762 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1493862.625000 Penalty: 936.130676
	Iteration 21Q: 3 clusters Score -1493863 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1493973.625000 Penalty: 936.130676
	Iteration 22Q: 3 clusters Score -1493974 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1494078.625000 Penalty: 936.130676
	Iteration 23Q: 3 clusters Score -1494079 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1494190.875000 Penalty: 936.130676
	Iteration 24Q: 3 clusters Score -1494191 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1494288.875000 Penalty: 936.130676
	Iteration 25Q: 3 clusters Score -1494289 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1494407.500000 Penalty: 936.130676
	Iteration 26Q: 3 clusters Score -1494408 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1494508.375000 Penalty: 936.130676
	Iteration 27Q: 3 clusters Score -1494508 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1494617.250000 Penalty: 936.130676
	Iteration 28Q: 3 clusters Score -1494617 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1494709.375000 Penalty: 936.130676
	Iteration 29Q: 3 clusters Score -1494709 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1494800.000000 Penalty: 936.130676
	Iteration 30Q: 3 clusters Score -1494800 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1494878.250000 Penalty: 936.130676
	Iteration 31Q: 3 clusters Score -1494878 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1494963.125000 Penalty: 936.130676
	Iteration 32Q: 3 clusters Score -1494963 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1495054.250000 Penalty: 936.130676
	Iteration 33Q: 3 clusters Score -1495054 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1495140.000000 Penalty: 936.130676
	Iteration 34Q: 3 clusters Score -1495140 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1495212.750000 Penalty: 936.130676
	Iteration 35Q: 3 clusters Score -1495213 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1495279.625000 Penalty: 936.130676
	Iteration 36Q: 3 clusters Score -1495280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1495341.750000 Penalty: 936.130676
	Iteration 37Q: 3 clusters Score -1495342 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1495398.875000 Penalty: 936.130676
	Iteration 38Q: 3 clusters Score -1495399 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1495424.250000 Penalty: 936.130676
	Iteration 39Q: 3 clusters Score -1495424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1495451.250000 Penalty: 936.130676
	Iteration 40F: 3 clusters Score -1495451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1495478.125000 Penalty: 936.130676
	Iteration 41Q: 3 clusters Score -1495478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1495494.500000 Penalty: 936.130676
	Iteration 42Q: 3 clusters Score -1495494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1495505.375000 Penalty: 936.130676
	Iteration 43Q: 3 clusters Score -1495505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1495522.500000 Penalty: 936.130676
	Iteration 44Q: 3 clusters Score -1495522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1495536.125000 Penalty: 936.130676
	Iteration 45Q: 3 clusters Score -1495536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1495550.500000 Penalty: 936.130676
	Iteration 46Q: 3 clusters Score -1495550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1495562.125000 Penalty: 936.130676
	Iteration 47Q: 3 clusters Score -1495562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1495568.750000 Penalty: 936.130676
	Iteration 48Q: 3 clusters Score -1495569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1495574.125000 Penalty: 936.130676
	Iteration 49Q: 3 clusters Score -1495574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1495575.750000 Penalty: 936.130676
	Iteration 50Q: 3 clusters Score -1495576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1495579.375000 Penalty: 936.130676
	Iteration 51Q: 3 clusters Score -1495579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1495582.000000 Penalty: 936.130676
	Iteration 52Q: 3 clusters Score -1495582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1495585.125000 Penalty: 936.130676
	Iteration 53Q: 3 clusters Score -1495585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1495586.250000 Penalty: 936.130676
	Iteration 54Q: 3 clusters Score -1495586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1495588.375000 Penalty: 936.130676
	Iteration 55Q: 3 clusters Score -1495588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1495589.375000 Penalty: 936.130676
	Iteration 56Q: 3 clusters Score -1495589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1495592.625000 Penalty: 936.130676
	Iteration 57Q: 3 clusters Score -1495593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1495594.500000 Penalty: 936.130676
	Iteration 58Q: 3 clusters Score -1495594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1495601.250000 Penalty: 936.130676
	Iteration 59Q: 3 clusters Score -1495601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1495605.625000 Penalty: 936.130676
	Iteration 60F: 3 clusters Score -1495606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1495608.625000 Penalty: 936.130676
	Iteration 61Q: 3 clusters Score -1495609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1495611.750000 Penalty: 936.130676
	Iteration 62Q: 3 clusters Score -1495612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1495614.000000 Penalty: 936.130676
	Iteration 63Q: 3 clusters Score -1495614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1495615.625000 Penalty: 936.130676
	Iteration 64Q: 3 clusters Score -1495616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1495617.250000 Penalty: 936.130676
	Iteration 65Q: 3 clusters Score -1495617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1495618.125000 Penalty: 936.130676
	Iteration 66Q: 3 clusters Score -1495618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1495617.875000 Penalty: 936.130676
	Iteration 67Q: 3 clusters Score -1495618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1495618.375000 Penalty: 936.130676
	Iteration 68Q: 3 clusters Score -1495618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1495617.875000 Penalty: 936.130676
	Iteration 69Q: 3 clusters Score -1495618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1495618.250000 Penalty: 936.130676
	Iteration 70Q: 3 clusters Score -1495618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1495618.250000 Penalty: 936.130676
	Iteration 71F: 3 clusters Score -1495618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -61181.964844 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -61181.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -60109.417969 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -60109.42 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -60484.058594 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -60484.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -60541.062500 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -60541.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -60578.492188 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -60578.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -60599.699219 Penalty: 657.319885
	Iteration 4Q: 3 clusters Score -60599.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -60619.777344 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -60619.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -60642.230469 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -60642.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -60656.585938 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -60656.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -60674.898438 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -60674.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -60692.445312 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -60692.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -60706.300781 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -60706.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -60716.960938 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -60716.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -60730.933594 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -60730.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -60743.464844 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -60743.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -60754.871094 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -60754.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -60774.070312 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -60774.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -60796.253906 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -60796.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -60814.988281 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -60814.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -60836.652344 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -60836.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -60854.558594 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -60854.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -60871.136719 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -60871.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -60883.078125 Penalty: 657.319885
	Iteration 21Q: 3 clusters Score -60883.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -60890.082031 Penalty: 657.319885
	Iteration 22Q: 3 clusters Score -60890.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -60895.589844 Penalty: 657.319885
	Iteration 23Q: 3 clusters Score -60895.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -60901.398438 Penalty: 657.319885
	Iteration 24Q: 3 clusters Score -60901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -60902.625000 Penalty: 657.319885
	Iteration 25Q: 3 clusters Score -60902.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -60902.625000 Penalty: 657.319885
	Iteration 26F: 3 clusters Score -60902.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -224908.937500 Penalty: 387.867737
	Iteration 0F: 2 clusters Score -224908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -221508.921875 Penalty: 775.735474
	Iteration 0F: 3 clusters Score -221508.9 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -222709.156250 Penalty: 775.735474
	Iteration 1F: 3 clusters Score -222709.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -222826.718750 Penalty: 775.735474
	Iteration 2F: 3 clusters Score -222826.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -222960.234375 Penalty: 775.735474
	Iteration 3F: 3 clusters Score -222960.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -223149.468750 Penalty: 775.735474
	Iteration 4F: 3 clusters Score -223149.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -223431.687500 Penalty: 775.735474
	Iteration 5F: 3 clusters Score -223431.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -223723.406250 Penalty: 775.735474
	Iteration 6F: 3 clusters Score -223723.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -223913.703125 Penalty: 775.735474
	Iteration 7F: 3 clusters Score -223913.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -224005.406250 Penalty: 775.735474
	Iteration 8Q: 3 clusters Score -224005.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -224047.921875 Penalty: 775.735474
	Iteration 9Q: 3 clusters Score -224047.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -224067.281250 Penalty: 775.735474
	Iteration 10Q: 3 clusters Score -224067.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -224081.281250 Penalty: 775.735474
	Iteration 11Q: 3 clusters Score -224081.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -224093.390625 Penalty: 775.735474
	Iteration 12Q: 3 clusters Score -224093.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -224104.406250 Penalty: 775.735474
	Iteration 13Q: 3 clusters Score -224104.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -224113.828125 Penalty: 775.735474
	Iteration 14Q: 3 clusters Score -224113.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -224124.703125 Penalty: 775.735474
	Iteration 15Q: 3 clusters Score -224124.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -224133.000000 Penalty: 775.735474
	Iteration 16Q: 3 clusters Score -224133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -224139.468750 Penalty: 775.735474
	Iteration 17Q: 3 clusters Score -224139.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -224143.968750 Penalty: 775.735474
	Iteration 18Q: 3 clusters Score -224144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -224147.687500 Penalty: 775.735474
	Iteration 19Q: 3 clusters Score -224147.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -224151.562500 Penalty: 775.735474
	Iteration 20F: 3 clusters Score -224151.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -224155.281250 Penalty: 775.735474
	Iteration 21Q: 3 clusters Score -224155.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -224157.687500 Penalty: 775.735474
	Iteration 22Q: 3 clusters Score -224157.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -224158.312500 Penalty: 775.735474
	Iteration 23Q: 3 clusters Score -224158.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -224158.921875 Penalty: 775.735474
	Iteration 24Q: 3 clusters Score -224158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -224159.671875 Penalty: 775.735474
	Iteration 25Q: 3 clusters Score -224159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -224159.796875 Penalty: 775.735474
	Iteration 26Q: 3 clusters Score -224159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -224161.140625 Penalty: 775.735474
	Iteration 27Q: 3 clusters Score -224161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -224161.562500 Penalty: 775.735474
	Iteration 28Q: 3 clusters Score -224161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -224163.406250 Penalty: 775.735474
	Iteration 29Q: 3 clusters Score -224163.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -224164.062500 Penalty: 775.735474
	Iteration 30Q: 3 clusters Score -224164.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -224164.468750 Penalty: 775.735474
	Iteration 31Q: 3 clusters Score -224164.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -224165.937500 Penalty: 775.735474
	Iteration 32Q: 3 clusters Score -224165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -224167.609375 Penalty: 775.735474
	Iteration 33Q: 3 clusters Score -224167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -224169.125000 Penalty: 775.735474
	Iteration 34Q: 3 clusters Score -224169.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -224169.968750 Penalty: 775.735474
	Iteration 35Q: 3 clusters Score -224170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -224171.203125 Penalty: 775.735474
	Iteration 36Q: 3 clusters Score -224171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -224173.203125 Penalty: 775.735474
	Iteration 37Q: 3 clusters Score -224173.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -224175.953125 Penalty: 775.735474
	Iteration 38Q: 3 clusters Score -224176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -224178.453125 Penalty: 775.735474
	Iteration 39Q: 3 clusters Score -224178.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -224181.359375 Penalty: 775.735474
	Iteration 40F: 3 clusters Score -224181.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -224185.546875 Penalty: 775.735474
	Iteration 41Q: 3 clusters Score -224185.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -224188.593750 Penalty: 775.735474
	Iteration 42Q: 3 clusters Score -224188.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -224190.531250 Penalty: 775.735474
	Iteration 43Q: 3 clusters Score -224190.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -224193.906250 Penalty: 775.735474
	Iteration 44Q: 3 clusters Score -224193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -224196.968750 Penalty: 775.735474
	Iteration 45Q: 3 clusters Score -224197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -224200.578125 Penalty: 775.735474
	Iteration 46Q: 3 clusters Score -224200.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -224205.062500 Penalty: 775.735474
	Iteration 47Q: 3 clusters Score -224205.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -224210.531250 Penalty: 775.735474
	Iteration 48Q: 3 clusters Score -224210.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -224215.765625 Penalty: 775.735474
	Iteration 49Q: 3 clusters Score -224215.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -224221.406250 Penalty: 775.735474
	Iteration 50Q: 3 clusters Score -224221.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -224224.843750 Penalty: 775.735474
	Iteration 51Q: 3 clusters Score -224224.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -224228.765625 Penalty: 775.735474
	Iteration 52Q: 3 clusters Score -224228.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -224233.968750 Penalty: 775.735474
	Iteration 53Q: 3 clusters Score -224234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -224238.843750 Penalty: 775.735474
	Iteration 54Q: 3 clusters Score -224238.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -224243.796875 Penalty: 775.735474
	Iteration 55Q: 3 clusters Score -224243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -224247.265625 Penalty: 775.735474
	Iteration 56Q: 3 clusters Score -224247.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -224247.843750 Penalty: 775.735474
	Iteration 57Q: 3 clusters Score -224247.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -224249.406250 Penalty: 775.735474
	Iteration 58Q: 3 clusters Score -224249.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -224251.109375 Penalty: 775.735474
	Iteration 59Q: 3 clusters Score -224251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -224252.281250 Penalty: 775.735474
	Iteration 60F: 3 clusters Score -224252.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -224252.968750 Penalty: 775.735474
	Iteration 61Q: 3 clusters Score -224253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -224253.234375 Penalty: 775.735474
	Iteration 62Q: 3 clusters Score -224253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -224253.875000 Penalty: 775.735474
	Iteration 63Q: 3 clusters Score -224253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -224255.515625 Penalty: 775.735474
	Iteration 64Q: 3 clusters Score -224255.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -224258.453125 Penalty: 775.735474
	Iteration 65Q: 3 clusters Score -224258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -224260.765625 Penalty: 775.735474
	Iteration 66Q: 3 clusters Score -224260.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -224268.171875 Penalty: 775.735474
	Iteration 67Q: 3 clusters Score -224268.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -224276.687500 Penalty: 775.735474
	Iteration 68Q: 3 clusters Score -224276.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -224286.328125 Penalty: 775.735474
	Iteration 69Q: 3 clusters Score -224286.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -224293.578125 Penalty: 775.735474
	Iteration 70Q: 3 clusters Score -224293.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -224300.078125 Penalty: 775.735474
	Iteration 71Q: 3 clusters Score -224300.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -224305.609375 Penalty: 775.735474
	Iteration 72Q: 3 clusters Score -224305.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -224311.625000 Penalty: 775.735474
	Iteration 73Q: 3 clusters Score -224311.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -224316.453125 Penalty: 775.735474
	Iteration 74Q: 3 clusters Score -224316.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -224322.593750 Penalty: 775.735474
	Iteration 75Q: 3 clusters Score -224322.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -224329.562500 Penalty: 775.735474
	Iteration 76Q: 3 clusters Score -224329.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -224333.406250 Penalty: 775.735474
	Iteration 77Q: 3 clusters Score -224333.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -224339.000000 Penalty: 775.735474
	Iteration 78Q: 3 clusters Score -224339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -224345.343750 Penalty: 775.735474
	Iteration 79Q: 3 clusters Score -224345.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -224352.484375 Penalty: 775.735474
	Iteration 80F: 3 clusters Score -224352.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -224359.156250 Penalty: 775.735474
	Iteration 81Q: 3 clusters Score -224359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -224365.515625 Penalty: 775.735474
	Iteration 82Q: 3 clusters Score -224365.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -224374.000000 Penalty: 775.735474
	Iteration 83Q: 3 clusters Score -224374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -224388.046875 Penalty: 775.735474
	Iteration 84Q: 3 clusters Score -224388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -224396.453125 Penalty: 775.735474
	Iteration 85Q: 3 clusters Score -224396.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -224407.984375 Penalty: 775.735474
	Iteration 86Q: 3 clusters Score -224408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -224420.093750 Penalty: 775.735474
	Iteration 87Q: 3 clusters Score -224420.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -224430.625000 Penalty: 775.735474
	Iteration 88Q: 3 clusters Score -224430.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -224441.953125 Penalty: 775.735474
	Iteration 89Q: 3 clusters Score -224442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -224451.656250 Penalty: 775.735474
	Iteration 90Q: 3 clusters Score -224451.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -224460.765625 Penalty: 775.735474
	Iteration 91Q: 3 clusters Score -224460.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -224466.750000 Penalty: 775.735474
	Iteration 92Q: 3 clusters Score -224466.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -224472.375000 Penalty: 775.735474
	Iteration 93Q: 3 clusters Score -224472.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -224478.906250 Penalty: 775.735474
	Iteration 94Q: 3 clusters Score -224478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -224484.656250 Penalty: 775.735474
	Iteration 95Q: 3 clusters Score -224484.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -224493.343750 Penalty: 775.735474
	Iteration 96Q: 3 clusters Score -224493.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -224499.875000 Penalty: 775.735474
	Iteration 97Q: 3 clusters Score -224499.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -224506.578125 Penalty: 775.735474
	Iteration 98Q: 3 clusters Score -224506.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -224512.078125 Penalty: 775.735474
	Iteration 99Q: 3 clusters Score -224512.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -224516.921875 Penalty: 775.735474
	Iteration 100F: 3 clusters Score -224516.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -224521.687500 Penalty: 775.735474
	Iteration 101Q: 3 clusters Score -224521.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -224525.828125 Penalty: 775.735474
	Iteration 102Q: 3 clusters Score -224525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -224528.906250 Penalty: 775.735474
	Iteration 103Q: 3 clusters Score -224528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -224530.546875 Penalty: 775.735474
	Iteration 104Q: 3 clusters Score -224530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -224531.984375 Penalty: 775.735474
	Iteration 105Q: 3 clusters Score -224532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -224534.781250 Penalty: 775.735474
	Iteration 106Q: 3 clusters Score -224534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -224535.328125 Penalty: 775.735474
	Iteration 107Q: 3 clusters Score -224535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -224535.812500 Penalty: 775.735474
	Iteration 108Q: 3 clusters Score -224535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -224536.515625 Penalty: 775.735474
	Iteration 109Q: 3 clusters Score -224536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -224537.671875 Penalty: 775.735474
	Iteration 110Q: 3 clusters Score -224537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -224538.656250 Penalty: 775.735474
	Iteration 111Q: 3 clusters Score -224538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -224539.359375 Penalty: 775.735474
	Iteration 112Q: 3 clusters Score -224539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -224540.125000 Penalty: 775.735474
	Iteration 113Q: 3 clusters Score -224540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -224541.359375 Penalty: 775.735474
	Iteration 114Q: 3 clusters Score -224541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -224542.593750 Penalty: 775.735474
	Iteration 115Q: 3 clusters Score -224542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -224545.046875 Penalty: 775.735474
	Iteration 116Q: 3 clusters Score -224545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -224546.515625 Penalty: 775.735474
	Iteration 117Q: 3 clusters Score -224546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -224548.203125 Penalty: 775.735474
	Iteration 118Q: 3 clusters Score -224548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -224550.828125 Penalty: 775.735474
	Iteration 119Q: 3 clusters Score -224550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -224552.468750 Penalty: 775.735474
	Iteration 120F: 3 clusters Score -224552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -224552.968750 Penalty: 775.735474
	Iteration 121Q: 3 clusters Score -224553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -224552.968750 Penalty: 775.735474
	Iteration 122Q: 3 clusters Score -224553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -224553.234375 Penalty: 775.735474
	Iteration 123Q: 3 clusters Score -224553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -224555.203125 Penalty: 775.735474
	Iteration 124Q: 3 clusters Score -224555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -224557.031250 Penalty: 775.735474
	Iteration 125Q: 3 clusters Score -224557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -224559.406250 Penalty: 775.735474
	Iteration 126Q: 3 clusters Score -224559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -224560.359375 Penalty: 775.735474
	Iteration 127Q: 3 clusters Score -224560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -224560.953125 Penalty: 775.735474
	Iteration 128Q: 3 clusters Score -224561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -224561.187500 Penalty: 775.735474
	Iteration 129Q: 3 clusters Score -224561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -224562.218750 Penalty: 775.735474
	Iteration 130Q: 3 clusters Score -224562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -224563.265625 Penalty: 775.735474
	Iteration 131Q: 3 clusters Score -224563.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -224564.359375 Penalty: 775.735474
	Iteration 132Q: 3 clusters Score -224564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -224567.968750 Penalty: 775.735474
	Iteration 133Q: 3 clusters Score -224568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -224568.937500 Penalty: 775.735474
	Iteration 134Q: 3 clusters Score -224568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -224569.812500 Penalty: 775.735474
	Iteration 135Q: 3 clusters Score -224569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -224570.890625 Penalty: 775.735474
	Iteration 136Q: 3 clusters Score -224570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -224571.296875 Penalty: 775.735474
	Iteration 137Q: 3 clusters Score -224571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -224571.296875 Penalty: 775.735474
	Iteration 138F: 3 clusters Score -224571.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -32631.937500 Penalty: 301.696106
	Iteration 0F: 2 clusters Score -32631.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31990.646484 Penalty: 603.392212
	Iteration 0F: 3 clusters Score -31990.65 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32234.757812 Penalty: 603.392212
	Iteration 1F: 3 clusters Score -32234.76 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32310.166016 Penalty: 603.392212
	Iteration 2F: 3 clusters Score -32310.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32346.814453 Penalty: 603.392212
	Iteration 3F: 3 clusters Score -32346.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32378.443359 Penalty: 603.392212
	Iteration 4F: 3 clusters Score -32378.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32404.267578 Penalty: 603.392212
	Iteration 5Q: 3 clusters Score -32404.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32423.716797 Penalty: 603.392212
	Iteration 6Q: 3 clusters Score -32423.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32445.138672 Penalty: 603.392212
	Iteration 7Q: 3 clusters Score -32445.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32452.900391 Penalty: 603.392212
	Iteration 8Q: 3 clusters Score -32452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32455.556641 Penalty: 603.392212
	Iteration 9Q: 3 clusters Score -32455.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32460.246094 Penalty: 603.392212
	Iteration 10Q: 3 clusters Score -32460.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32466.140625 Penalty: 603.392212
	Iteration 11Q: 3 clusters Score -32466.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32468.314453 Penalty: 603.392212
	Iteration 12Q: 3 clusters Score -32468.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32468.802734 Penalty: 603.392212
	Iteration 13Q: 3 clusters Score -32468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32469.113281 Penalty: 603.392212
	Iteration 14Q: 3 clusters Score -32469.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32469.113281 Penalty: 603.392212
	Iteration 15F: 3 clusters Score -32469.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Entering Unmasked Estep 
Score: -1349632.500000 Penalty: 463.676605
	Iteration 0F: 2 clusters Score -1349632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1331750.375000 Penalty: 927.353210
	Iteration 0F: 3 clusters Score -1331750 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1339712.875000 Penalty: 927.353210
	Iteration 1F: 3 clusters Score -1339713 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1340690.500000 Penalty: 927.353210
	Iteration 2F: 3 clusters Score -1340690 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1342192.125000 Penalty: 927.353210
	Iteration 3F: 3 clusters Score -1342192 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1344223.125000 Penalty: 927.353210
	Iteration 4F: 3 clusters Score -1344223 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1346093.000000 Penalty: 927.353210
	Iteration 5F: 3 clusters Score -1346093 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1347128.375000 Penalty: 927.353210
	Iteration 6F: 3 clusters Score -1347128 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1347512.875000 Penalty: 927.353210
	Iteration 7Q: 3 clusters Score -1347513 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1347684.625000 Penalty: 927.353210
	Iteration 8Q: 3 clusters Score -1347685 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1347809.000000 Penalty: 927.353210
	Iteration 9Q: 3 clusters Score -1347809 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1347898.875000 Penalty: 927.353210
	Iteration 10Q: 3 clusters Score -1347899 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1347991.000000 Penalty: 927.353210
	Iteration 11Q: 3 clusters Score -1347991 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1348062.000000 Penalty: 927.353210
	Iteration 12Q: 3 clusters Score -1348062 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1348129.375000 Penalty: 927.353210
	Iteration 13Q: 3 clusters Score -1348129 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1348192.375000 Penalty: 927.353210
	Iteration 14Q: 3 clusters Score -1348192 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1348227.000000 Penalty: 927.353210
	Iteration 15Q: 3 clusters Score -1348227 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1348278.375000 Penalty: 927.353210
	Iteration 16Q: 3 clusters Score -1348278 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1348330.750000 Penalty: 927.353210
	Iteration 17Q: 3 clusters Score -1348331 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1348398.125000 Penalty: 927.353210
	Iteration 18Q: 3 clusters Score -1348398 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1348439.000000 Penalty: 927.353210
	Iteration 19Q: 3 clusters Score -1348439 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1348485.375000 Penalty: 927.353210
	Iteration 20F: 3 clusters Score -1348485 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1348511.125000 Penalty: 927.353210
	Iteration 21Q: 3 clusters Score -1348511 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1348556.375000 Penalty: 927.353210
	Iteration 22Q: 3 clusters Score -1348556 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1348594.750000 Penalty: 927.353210
	Iteration 23Q: 3 clusters Score -1348595 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1348643.250000 Penalty: 927.353210
	Iteration 24Q: 3 clusters Score -1348643 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1348672.375000 Penalty: 927.353210
	Iteration 25Q: 3 clusters Score -1348672 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1348695.000000 Penalty: 927.353210
	Iteration 26Q: 3 clusters Score -1348695 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1348736.000000 Penalty: 927.353210
	Iteration 27Q: 3 clusters Score -1348736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1348774.000000 Penalty: 927.353210
	Iteration 28Q: 3 clusters Score -1348774 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1348806.375000 Penalty: 927.353210
	Iteration 29Q: 3 clusters Score -1348806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1348842.125000 Penalty: 927.353210
	Iteration 30Q: 3 clusters Score -1348842 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1348882.250000 Penalty: 927.353210
	Iteration 31Q: 3 clusters Score -1348882 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1348931.750000 Penalty: 927.353210
	Iteration 32Q: 3 clusters Score -1348932 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1348971.375000 Penalty: 927.353210
	Iteration 33Q: 3 clusters Score -1348971 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1349011.125000 Penalty: 927.353210
	Iteration 34Q: 3 clusters Score -1349011 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1349043.250000 Penalty: 927.353210
	Iteration 35Q: 3 clusters Score -1349043 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1349075.375000 Penalty: 927.353210
	Iteration 36Q: 3 clusters Score -1349075 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1349109.375000 Penalty: 927.353210
	Iteration 37Q: 3 clusters Score -1349109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1349134.375000 Penalty: 927.353210
	Iteration 38Q: 3 clusters Score -1349134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1349163.625000 Penalty: 927.353210
	Iteration 39Q: 3 clusters Score -1349164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1349181.750000 Penalty: 927.353210
	Iteration 40F: 3 clusters Score -1349182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1349184.375000 Penalty: 927.353210
	Iteration 41Q: 3 clusters Score -1349184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1349194.500000 Penalty: 927.353210
	Iteration 42Q: 3 clusters Score -1349194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1349198.750000 Penalty: 927.353210
	Iteration 43Q: 3 clusters Score -1349199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1349209.125000 Penalty: 927.353210
	Iteration 44Q: 3 clusters Score -1349209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1349220.000000 Penalty: 927.353210
	Iteration 45Q: 3 clusters Score -1349220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1349233.125000 Penalty: 927.353210
	Iteration 46Q: 3 clusters Score -1349233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1349247.500000 Penalty: 927.353210
	Iteration 47Q: 3 clusters Score -1349248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1349253.875000 Penalty: 927.353210
	Iteration 48Q: 3 clusters Score -1349254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1349259.875000 Penalty: 927.353210
	Iteration 49Q: 3 clusters Score -1349260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1349263.500000 Penalty: 927.353210
	Iteration 50Q: 3 clusters Score -1349264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1349273.375000 Penalty: 927.353210
	Iteration 51Q: 3 clusters Score -1349273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1349281.125000 Penalty: 927.353210
	Iteration 52Q: 3 clusters Score -1349281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1349288.750000 Penalty: 927.353210
	Iteration 53Q: 3 clusters Score -1349289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1349292.375000 Penalty: 927.353210
	Iteration 54Q: 3 clusters Score -1349292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1349303.500000 Penalty: 927.353210
	Iteration 55Q: 3 clusters Score -1349304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1349308.250000 Penalty: 927.353210
	Iteration 56Q: 3 clusters Score -1349308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1349316.625000 Penalty: 927.353210
	Iteration 57Q: 3 clusters Score -1349317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1349324.250000 Penalty: 927.353210
	Iteration 58Q: 3 clusters Score -1349324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1349328.250000 Penalty: 927.353210
	Iteration 59Q: 3 clusters Score -1349328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1349333.500000 Penalty: 927.353210
	Iteration 60F: 3 clusters Score -1349334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1349337.875000 Penalty: 927.353210
	Iteration 61Q: 3 clusters Score -1349338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1349335.750000 Penalty: 927.353210
	Iteration 62Q: 3 clusters Score -1349336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1349340.500000 Penalty: 927.353210
	Iteration 63Q: 3 clusters Score -1349340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1349341.250000 Penalty: 927.353210
	Iteration 64Q: 3 clusters Score -1349341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1349338.750000 Penalty: 927.353210
	Iteration 65Q: 3 clusters Score -1349339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1349341.125000 Penalty: 927.353210
	Iteration 66Q: 3 clusters Score -1349341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1349341.125000 Penalty: 927.353210
	Iteration 67Q: 3 clusters Score -1349341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1349342.625000 Penalty: 927.353210
	Iteration 68Q: 3 clusters Score -1349343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1349342.125000 Penalty: 927.353210
	Iteration 69Q: 3 clusters Score -1349342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1349342.375000 Penalty: 927.353210
	Iteration 70Q: 3 clusters Score -1349342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1349343.375000 Penalty: 927.353210
	Iteration 71Q: 3 clusters Score -1349343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1349342.625000 Penalty: 927.353210
	Iteration 72Q: 3 clusters Score -1349343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1349343.250000 Penalty: 927.353210
	Iteration 73Q: 3 clusters Score -1349343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1349343.125000 Penalty: 927.353210
	Iteration 74Q: 3 clusters Score -1349343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1349343.250000 Penalty: 927.353210
	Iteration 75Q: 3 clusters Score -1349343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1349343.250000 Penalty: 927.353210
	Iteration 76Q: 3 clusters Score -1349343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1349343.250000 Penalty: 927.353210
	Iteration 77F: 3 clusters Score -1349343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Entering Unmasked Estep 
Score: -1314439.750000 Penalty: 462.330505
	Iteration 0F: 2 clusters Score -1314440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1297188.500000 Penalty: 924.661011
	Iteration 0F: 3 clusters Score -1297188 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1304964.375000 Penalty: 924.661011
	Iteration 1F: 3 clusters Score -1304964 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1305776.875000 Penalty: 924.661011
	Iteration 2F: 3 clusters Score -1305777 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1306834.875000 Penalty: 924.661011
	Iteration 3F: 3 clusters Score -1306835 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1308195.500000 Penalty: 924.661011
	Iteration 4F: 3 clusters Score -1308196 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1309703.500000 Penalty: 924.661011
	Iteration 5F: 3 clusters Score -1309704 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1310806.750000 Penalty: 924.661011
	Iteration 6F: 3 clusters Score -1310807 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1311274.000000 Penalty: 924.661011
	Iteration 7Q: 3 clusters Score -1311274 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1311465.250000 Penalty: 924.661011
	Iteration 8Q: 3 clusters Score -1311465 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1311580.375000 Penalty: 924.661011
	Iteration 9Q: 3 clusters Score -1311580 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1311673.125000 Penalty: 924.661011
	Iteration 10Q: 3 clusters Score -1311673 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1311768.375000 Penalty: 924.661011
	Iteration 11Q: 3 clusters Score -1311768 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1311859.000000 Penalty: 924.661011
	Iteration 12Q: 3 clusters Score -1311859 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1311944.125000 Penalty: 924.661011
	Iteration 13Q: 3 clusters Score -1311944 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1312020.875000 Penalty: 924.661011
	Iteration 14Q: 3 clusters Score -1312021 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1312094.125000 Penalty: 924.661011
	Iteration 15Q: 3 clusters Score -1312094 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1312164.625000 Penalty: 924.661011
	Iteration 16Q: 3 clusters Score -1312165 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1312219.125000 Penalty: 924.661011
	Iteration 17Q: 3 clusters Score -1312219 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1312288.750000 Penalty: 924.661011
	Iteration 18Q: 3 clusters Score -1312289 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1312365.875000 Penalty: 924.661011
	Iteration 19Q: 3 clusters Score -1312366 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1312453.500000 Penalty: 924.661011
	Iteration 20F: 3 clusters Score -1312454 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1312541.750000 Penalty: 924.661011
	Iteration 21Q: 3 clusters Score -1312542 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1312624.875000 Penalty: 924.661011
	Iteration 22Q: 3 clusters Score -1312625 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1312702.875000 Penalty: 924.661011
	Iteration 23Q: 3 clusters Score -1312703 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -1312777.625000 Penalty: 924.661011
	Iteration 24Q: 3 clusters Score -1312778 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1312853.500000 Penalty: 924.661011
	Iteration 25Q: 3 clusters Score -1312854 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -1312914.500000 Penalty: 924.661011
	Iteration 26Q: 3 clusters Score -1312914 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1313002.625000 Penalty: 924.661011
	Iteration 27Q: 3 clusters Score -1313003 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -1313075.625000 Penalty: 924.661011
	Iteration 28Q: 3 clusters Score -1313076 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -1313140.875000 Penalty: 924.661011
	Iteration 29Q: 3 clusters Score -1313141 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -1313209.500000 Penalty: 924.661011
	Iteration 30Q: 3 clusters Score -1313210 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -1313273.375000 Penalty: 924.661011
	Iteration 31Q: 3 clusters Score -1313273 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -1313336.250000 Penalty: 924.661011
	Iteration 32Q: 3 clusters Score -1313336 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -1313392.750000 Penalty: 924.661011
	Iteration 33Q: 3 clusters Score -1313393 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -1313429.375000 Penalty: 924.661011
	Iteration 34Q: 3 clusters Score -1313429 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -1313480.375000 Penalty: 924.661011
	Iteration 35Q: 3 clusters Score -1313480 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -1313524.125000 Penalty: 924.661011
	Iteration 36Q: 3 clusters Score -1313524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1313573.250000 Penalty: 924.661011
	Iteration 37Q: 3 clusters Score -1313573 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -1313621.000000 Penalty: 924.661011
	Iteration 38Q: 3 clusters Score -1313621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1313661.750000 Penalty: 924.661011
	Iteration 39Q: 3 clusters Score -1313662 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1313694.250000 Penalty: 924.661011
	Iteration 40F: 3 clusters Score -1313694 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -1313720.875000 Penalty: 924.661011
	Iteration 41Q: 3 clusters Score -1313721 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -1313746.125000 Penalty: 924.661011
	Iteration 42Q: 3 clusters Score -1313746 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -1313792.750000 Penalty: 924.661011
	Iteration 43Q: 3 clusters Score -1313793 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -1313841.625000 Penalty: 924.661011
	Iteration 44Q: 3 clusters Score -1313842 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -1313887.375000 Penalty: 924.661011
	Iteration 45Q: 3 clusters Score -1313887 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -1313927.000000 Penalty: 924.661011
	Iteration 46Q: 3 clusters Score -1313927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -1313962.250000 Penalty: 924.661011
	Iteration 47Q: 3 clusters Score -1313962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -1313986.000000 Penalty: 924.661011
	Iteration 48Q: 3 clusters Score -1313986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -1314003.750000 Penalty: 924.661011
	Iteration 49Q: 3 clusters Score -1314004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -1314022.625000 Penalty: 924.661011
	Iteration 50Q: 3 clusters Score -1314023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -1314039.375000 Penalty: 924.661011
	Iteration 51Q: 3 clusters Score -1314039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -1314062.500000 Penalty: 924.661011
	Iteration 52Q: 3 clusters Score -1314062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -1314071.750000 Penalty: 924.661011
	Iteration 53Q: 3 clusters Score -1314072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -1314078.375000 Penalty: 924.661011
	Iteration 54Q: 3 clusters Score -1314078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -1314082.125000 Penalty: 924.661011
	Iteration 55Q: 3 clusters Score -1314082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -1314091.250000 Penalty: 924.661011
	Iteration 56Q: 3 clusters Score -1314091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -1314096.500000 Penalty: 924.661011
	Iteration 57Q: 3 clusters Score -1314096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -1314097.625000 Penalty: 924.661011
	Iteration 58Q: 3 clusters Score -1314098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -1314101.625000 Penalty: 924.661011
	Iteration 59Q: 3 clusters Score -1314102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -1314104.500000 Penalty: 924.661011
	Iteration 60F: 3 clusters Score -1314104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -1314104.375000 Penalty: 924.661011
	Iteration 61Q: 3 clusters Score -1314104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -1314109.500000 Penalty: 924.661011
	Iteration 62Q: 3 clusters Score -1314110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -1314115.375000 Penalty: 924.661011
	Iteration 63Q: 3 clusters Score -1314115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -1314120.125000 Penalty: 924.661011
	Iteration 64Q: 3 clusters Score -1314120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -1314126.625000 Penalty: 924.661011
	Iteration 65Q: 3 clusters Score -1314127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -1314127.375000 Penalty: 924.661011
	Iteration 66Q: 3 clusters Score -1314127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -1314127.625000 Penalty: 924.661011
	Iteration 67Q: 3 clusters Score -1314128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -1314134.875000 Penalty: 924.661011
	Iteration 68Q: 3 clusters Score -1314135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1314134.500000 Penalty: 924.661011
	Iteration 69Q: 3 clusters Score -1314134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1314136.125000 Penalty: 924.661011
	Iteration 70Q: 3 clusters Score -1314136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -1314138.500000 Penalty: 924.661011
	Iteration 71Q: 3 clusters Score -1314138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -1314139.375000 Penalty: 924.661011
	Iteration 72Q: 3 clusters Score -1314139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1314138.625000 Penalty: 924.661011
	Iteration 73Q: 3 clusters Score -1314139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -1314139.625000 Penalty: 924.661011
	Iteration 74Q: 3 clusters Score -1314140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -1314141.375000 Penalty: 924.661011
	Iteration 75Q: 3 clusters Score -1314141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -1314141.250000 Penalty: 924.661011
	Iteration 76Q: 3 clusters Score -1314141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -1314143.625000 Penalty: 924.661011
	Iteration 77Q: 3 clusters Score -1314144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -1314144.500000 Penalty: 924.661011
	Iteration 78Q: 3 clusters Score -1314144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -1314144.875000 Penalty: 924.661011
	Iteration 79Q: 3 clusters Score -1314145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -1314146.250000 Penalty: 924.661011
	Iteration 80F: 3 clusters Score -1314146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -1314147.875000 Penalty: 924.661011
	Iteration 81Q: 3 clusters Score -1314148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -1314149.000000 Penalty: 924.661011
	Iteration 82Q: 3 clusters Score -1314149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -1314148.625000 Penalty: 924.661011
	Iteration 83Q: 3 clusters Score -1314149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -1314147.875000 Penalty: 924.661011
	Iteration 84Q: 3 clusters Score -1314148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -1314147.875000 Penalty: 924.661011
	Iteration 85Q: 3 clusters Score -1314148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -1314148.500000 Penalty: 924.661011
	Iteration 86Q: 3 clusters Score -1314148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -1314149.625000 Penalty: 924.661011
	Iteration 87Q: 3 clusters Score -1314150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -1314147.500000 Penalty: 924.661011
	Iteration 88Q: 3 clusters Score -1314148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -1314149.375000 Penalty: 924.661011
	Iteration 89Q: 3 clusters Score -1314149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -1314151.250000 Penalty: 924.661011
	Iteration 90Q: 3 clusters Score -1314151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -1314151.625000 Penalty: 924.661011
	Iteration 91Q: 3 clusters Score -1314152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -1314149.000000 Penalty: 924.661011
	Iteration 92Q: 3 clusters Score -1314149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -1314151.000000 Penalty: 924.661011
	Iteration 93Q: 3 clusters Score -1314151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -1314149.250000 Penalty: 924.661011
	Iteration 94Q: 3 clusters Score -1314149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -1314149.750000 Penalty: 924.661011
	Iteration 95Q: 3 clusters Score -1314150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -1314151.375000 Penalty: 924.661011
	Iteration 96Q: 3 clusters Score -1314151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -1314151.500000 Penalty: 924.661011
	Iteration 97Q: 3 clusters Score -1314152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -1314151.750000 Penalty: 924.661011
	Iteration 98Q: 3 clusters Score -1314152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -1314153.750000 Penalty: 924.661011
	Iteration 99Q: 3 clusters Score -1314154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -1314152.125000 Penalty: 924.661011
	Iteration 100F: 3 clusters Score -1314152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -1314152.250000 Penalty: 924.661011
	Iteration 101Q: 3 clusters Score -1314152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -1314154.000000 Penalty: 924.661011
	Iteration 102Q: 3 clusters Score -1314154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -1314152.125000 Penalty: 924.661011
	Iteration 103Q: 3 clusters Score -1314152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -1314154.500000 Penalty: 924.661011
	Iteration 104Q: 3 clusters Score -1314154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -1314156.625000 Penalty: 924.661011
	Iteration 105Q: 3 clusters Score -1314157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -1314157.500000 Penalty: 924.661011
	Iteration 106Q: 3 clusters Score -1314158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -1314158.625000 Penalty: 924.661011
	Iteration 107Q: 3 clusters Score -1314159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1314159.750000 Penalty: 924.661011
	Iteration 108Q: 3 clusters Score -1314160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1314161.125000 Penalty: 924.661011
	Iteration 109Q: 3 clusters Score -1314161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -1314165.000000 Penalty: 924.661011
	Iteration 110Q: 3 clusters Score -1314165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -1314167.000000 Penalty: 924.661011
	Iteration 111Q: 3 clusters Score -1314167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -1314164.875000 Penalty: 924.661011
	Iteration 112Q: 3 clusters Score -1314165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -1314167.625000 Penalty: 924.661011
	Iteration 113Q: 3 clusters Score -1314168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -1314166.375000 Penalty: 924.661011
	Iteration 114Q: 3 clusters Score -1314166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -1314166.000000 Penalty: 924.661011
	Iteration 115Q: 3 clusters Score -1314166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -1314164.875000 Penalty: 924.661011
	Iteration 116Q: 3 clusters Score -1314165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -1314165.375000 Penalty: 924.661011
	Iteration 117Q: 3 clusters Score -1314165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -1314166.750000 Penalty: 924.661011
	Iteration 118Q: 3 clusters Score -1314167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -1314168.000000 Penalty: 924.661011
	Iteration 119Q: 3 clusters Score -1314168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -1314167.500000 Penalty: 924.661011
	Iteration 120F: 3 clusters Score -1314168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -19634.320312 Penalty: 282.307373
	Iteration 0F: 2 clusters Score -19634.32 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 257 members 
Entering Unmasked Estep 
Score: -19162.318359 Penalty: 564.614746
	Iteration 0F: 3 clusters Score -19162.32 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19385.849609 Penalty: 564.614746
	Iteration 1F: 3 clusters Score -19385.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19564.130859 Penalty: 564.614746
	Iteration 2F: 3 clusters Score -19564.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19716.568359 Penalty: 564.614746
	Iteration 3F: 3 clusters Score -19716.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -19794.902344 Penalty: 564.614746
	Iteration 4F: 3 clusters Score -19794.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19905.107422 Penalty: 564.614746
	Iteration 5Q: 3 clusters Score -19905.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20090.177734 Penalty: 564.614746
	Iteration 6Q: 3 clusters Score -20090.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20314.339844 Penalty: 564.614746
	Iteration 7Q: 3 clusters Score -20314.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20323.138672 Penalty: 564.614746
	Iteration 8Q: 3 clusters Score -20323.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20329.984375 Penalty: 564.614746
	Iteration 9Q: 3 clusters Score -20329.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20329.984375 Penalty: 564.614746
	Iteration 10F: 3 clusters Score -20329.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44267 members 
Mstep: Class 3 contains 107044 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 351583 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 47 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
Score: -28385326.000000 Penalty: 13332.218750
Splitting cluster 12 changes total score from -28384380.000000 to -28385326.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -21289.144531 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -21289.14 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 262 members 
Entering Unmasked Estep 
Score: -20783.957031 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -20783.96 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20995.707031 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -20995.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21066.302734 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -21066.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21155.416016 Penalty: 570.315247
	Iteration 3F: 3 clusters Score -21155.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21219.828125 Penalty: 570.315247
	Iteration 4F: 3 clusters Score -21219.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21246.443359 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -21246.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21251.320312 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -21251.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21256.699219 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -21256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21264.626953 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -21264.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21272.964844 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -21272.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21283.906250 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -21283.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21291.064453 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -21291.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21292.171875 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -21292.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21293.414062 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -21293.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21306.921875 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -21306.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21315.220703 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -21315.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21325.101562 Penalty: 570.315247
	Iteration 16Q: 3 clusters Score -21325.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21347.263672 Penalty: 570.315247
	Iteration 17Q: 3 clusters Score -21347.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21375.720703 Penalty: 570.315247
	Iteration 18Q: 3 clusters Score -21375.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21484.353516 Penalty: 570.315247
	Iteration 19Q: 3 clusters Score -21484.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21620.679688 Penalty: 570.315247
	Iteration 20F: 3 clusters Score -21620.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21717.169922 Penalty: 570.315247
	Iteration 21Q: 3 clusters Score -21717.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21739.169922 Penalty: 570.315247
	Iteration 22Q: 3 clusters Score -21739.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21746.835938 Penalty: 570.315247
	Iteration 23Q: 3 clusters Score -21746.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21755.085938 Penalty: 570.315247
	Iteration 24Q: 3 clusters Score -21755.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21778.314453 Penalty: 570.315247
	Iteration 25Q: 3 clusters Score -21778.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21792.482422 Penalty: 570.315247
	Iteration 26Q: 3 clusters Score -21792.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21815.884766 Penalty: 570.315247
	Iteration 27F: 3 clusters Score -21815.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21934.115234 Penalty: 570.315247
	Iteration 28Q: 3 clusters Score -21934.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21934.115234 Penalty: 570.315247
	Iteration 29F: 3 clusters Score -21934.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44267 members 
Mstep: Class 3 contains 107044 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 351583 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 47 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 195 members 
Entering Unmasked Estep 
Score: -28385636.000000 Penalty: 13938.228516
Splitting cluster 13 changes total score from -28384380.000000 to -28385636.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (351583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351583 members 
Entering Unmasked Estep 
Score: -16751790.000000 Penalty: 581.044128
	Iteration 0F: 2 clusters Score -1.675179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Mstep: Class 2 contains 176108 members 
Entering Unmasked Estep 
Score: -16521914.000000 Penalty: 1162.088257
	Iteration 0F: 3 clusters Score -1.652191e+07 nChanged 174003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 198677 members 
Entering Unmasked Estep 
Score: -16630429.000000 Penalty: 1162.088257
	Iteration 1F: 3 clusters Score -1.663043e+07 nChanged 20276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134968 members 
Mstep: Class 2 contains 216615 members 
Entering Unmasked Estep 
Score: -16639164.000000 Penalty: 1162.088257
	Iteration 2F: 3 clusters Score -1.663916e+07 nChanged 26672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109820 members 
Mstep: Class 2 contains 241763 members 
Entering Unmasked Estep 
Score: -16655289.000000 Penalty: 1162.088257
	Iteration 3F: 3 clusters Score -1.665529e+07 nChanged 32205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 273066 members 
Entering Unmasked Estep 
Score: -16679900.000000 Penalty: 1162.088257
	Iteration 4F: 3 clusters Score -1.66799e+07 nChanged 31481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 304059 members 
Entering Unmasked Estep 
Score: -16714539.000000 Penalty: 1162.088257
	Iteration 5F: 3 clusters Score -1.671454e+07 nChanged 22918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 326959 members 
Entering Unmasked Estep 
Score: -16736382.000000 Penalty: 1162.088257
	Iteration 6F: 3 clusters Score -1.673638e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 340551 members 
Entering Unmasked Estep 
Score: -16745438.000000 Penalty: 1162.088257
	Iteration 7Q: 3 clusters Score -1.674544e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 347049 members 
Entering Unmasked Estep 
Score: -16749023.000000 Penalty: 1162.088257
	Iteration 8Q: 3 clusters Score -1.674902e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 349859 members 
Entering Unmasked Estep 
Score: -16750602.000000 Penalty: 1162.088257
	Iteration 9Q: 3 clusters Score -1.67506e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 350857 members 
Entering Unmasked Estep 
Score: -16751024.000000 Penalty: 1162.088257
	Iteration 10Q: 3 clusters Score -1.675102e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 351199 members 
Entering Unmasked Estep 
Score: -16751267.000000 Penalty: 1162.088257
	Iteration 11Q: 3 clusters Score -1.675127e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 351313 members 
Entering Unmasked Estep 
Score: -16751318.000000 Penalty: 1162.088257
	Iteration 12Q: 3 clusters Score -1.675132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 351349 members 
Entering Unmasked Estep 
Score: -16751391.000000 Penalty: 1162.088257
	Iteration 13Q: 3 clusters Score -1.675139e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 351368 members 
Entering Unmasked Estep 
Score: -16751416.000000 Penalty: 1162.088257
	Iteration 14Q: 3 clusters Score -1.675142e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 351376 members 
Entering Unmasked Estep 
Score: -16751455.000000 Penalty: 1162.088257
	Iteration 15Q: 3 clusters Score -1.675146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 351374 members 
Entering Unmasked Estep 
Score: -16751467.000000 Penalty: 1162.088257
	Iteration 16Q: 3 clusters Score -1.675147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 351368 members 
Entering Unmasked Estep 
Score: -16751471.000000 Penalty: 1162.088257
	Iteration 17Q: 3 clusters Score -1.675147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 351363 members 
Entering Unmasked Estep 
Score: -16751475.000000 Penalty: 1162.088257
	Iteration 18Q: 3 clusters Score -1.675148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 351359 members 
Entering Unmasked Estep 
Score: -16751476.000000 Penalty: 1162.088257
	Iteration 19Q: 3 clusters Score -1.675148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 351353 members 
Entering Unmasked Estep 
Score: -16751485.000000 Penalty: 1162.088257
	Iteration 20F: 3 clusters Score -1.675148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 351348 members 
Entering Unmasked Estep 
Score: -16751486.000000 Penalty: 1162.088257
	Iteration 21Q: 3 clusters Score -1.675149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 351344 members 
Entering Unmasked Estep 
Score: -16751481.000000 Penalty: 1162.088257
	Iteration 22Q: 3 clusters Score -1.675148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 351341 members 
Entering Unmasked Estep 
Score: -16751486.000000 Penalty: 1162.088257
	Iteration 23Q: 3 clusters Score -1.675149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 351336 members 
Entering Unmasked Estep 
Score: -16751494.000000 Penalty: 1162.088257
	Iteration 24Q: 3 clusters Score -1.675149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 351334 members 
Entering Unmasked Estep 
Score: -16751499.000000 Penalty: 1162.088257
	Iteration 25Q: 3 clusters Score -1.67515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 351327 members 
Entering Unmasked Estep 
Score: -16751503.000000 Penalty: 1162.088257
	Iteration 26Q: 3 clusters Score -1.67515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 351323 members 
Entering Unmasked Estep 
Score: -16751519.000000 Penalty: 1162.088257
	Iteration 27Q: 3 clusters Score -1.675152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 351320 members 
Entering Unmasked Estep 
Score: -16751522.000000 Penalty: 1162.088257
	Iteration 28Q: 3 clusters Score -1.675152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 351316 members 
Entering Unmasked Estep 
Score: -16751524.000000 Penalty: 1162.088257
	Iteration 29Q: 3 clusters Score -1.675152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 351314 members 
Entering Unmasked Estep 
Score: -16751534.000000 Penalty: 1162.088257
	Iteration 30Q: 3 clusters Score -1.675153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 351312 members 
Entering Unmasked Estep 
Score: -16751538.000000 Penalty: 1162.088257
	Iteration 31Q: 3 clusters Score -1.675154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 351312 members 
Entering Unmasked Estep 
Score: -16751540.000000 Penalty: 1162.088257
	Iteration 32Q: 3 clusters Score -1.675154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 351310 members 
Entering Unmasked Estep 
Score: -16751535.000000 Penalty: 1162.088257
	Iteration 33Q: 3 clusters Score -1.675154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 351302 members 
Entering Unmasked Estep 
Score: -16751553.000000 Penalty: 1162.088257
	Iteration 34Q: 3 clusters Score -1.675155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 351298 members 
Entering Unmasked Estep 
Score: -16751552.000000 Penalty: 1162.088257
	Iteration 35Q: 3 clusters Score -1.675155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 351294 members 
Entering Unmasked Estep 
Score: -16751557.000000 Penalty: 1162.088257
	Iteration 36Q: 3 clusters Score -1.675156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 351289 members 
Entering Unmasked Estep 
Score: -16751558.000000 Penalty: 1162.088257
	Iteration 37Q: 3 clusters Score -1.675156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 351283 members 
Entering Unmasked Estep 
Score: -16751573.000000 Penalty: 1162.088257
	Iteration 38Q: 3 clusters Score -1.675157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 351278 members 
Entering Unmasked Estep 
Score: -16751552.000000 Penalty: 1162.088257
	Iteration 39Q: 3 clusters Score -1.675155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 351280 members 
Entering Unmasked Estep 
Score: -16751564.000000 Penalty: 1162.088257
	Iteration 40F: 3 clusters Score -1.675156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351279 members 
Entering Unmasked Estep 
Score: -16751569.000000 Penalty: 1162.088257
	Iteration 41Q: 3 clusters Score -1.675157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351279 members 
Entering Unmasked Estep 
Score: -16751562.000000 Penalty: 1162.088257
	Iteration 42Q: 3 clusters Score -1.675156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 351280 members 
Entering Unmasked Estep 
Score: -16751568.000000 Penalty: 1162.088257
	Iteration 43Q: 3 clusters Score -1.675157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 351281 members 
Entering Unmasked Estep 
Score: -16751564.000000 Penalty: 1162.088257
	Iteration 44Q: 3 clusters Score -1.675156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 351282 members 
Entering Unmasked Estep 
Score: -16751579.000000 Penalty: 1162.088257
	Iteration 45Q: 3 clusters Score -1.675158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 351281 members 
Entering Unmasked Estep 
Score: -16751571.000000 Penalty: 1162.088257
	Iteration 46Q: 3 clusters Score -1.675157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 351281 members 
Entering Unmasked Estep 
Score: -16751571.000000 Penalty: 1162.088257
	Iteration 47F: 3 clusters Score -1.675157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -6458.244629 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -6458.245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6208.542969 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6208.543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6261.532227 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -6261.532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6268.824219 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -6268.824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6269.296875 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -6269.297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6269.296875 Penalty: 455.359100
	Iteration 4F: 3 clusters Score -6269.297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -37289.226562 Penalty: 313.244141
	Iteration 0F: 2 clusters Score -37289.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36493.671875 Penalty: 626.488281
	Iteration 0F: 3 clusters Score -36493.67 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37286.753906 Penalty: 626.488281
	Iteration 1F: 3 clusters Score -37286.75 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37708.851562 Penalty: 626.488281
	Iteration 2F: 3 clusters Score -37708.85 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -37826.980469 Penalty: 626.488281
	Iteration 3F: 3 clusters Score -37826.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -37849.125000 Penalty: 626.488281
	Iteration 4Q: 3 clusters Score -37849.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37863.742188 Penalty: 626.488281
	Iteration 5Q: 3 clusters Score -37863.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -37881.332031 Penalty: 626.488281
	Iteration 6Q: 3 clusters Score -37881.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -37907.593750 Penalty: 626.488281
	Iteration 7Q: 3 clusters Score -37907.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -37936.328125 Penalty: 626.488281
	Iteration 8Q: 3 clusters Score -37936.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -37977.906250 Penalty: 626.488281
	Iteration 9Q: 3 clusters Score -37977.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -38026.640625 Penalty: 626.488281
	Iteration 10Q: 3 clusters Score -38026.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -38062.457031 Penalty: 626.488281
	Iteration 11Q: 3 clusters Score -38062.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -38069.820312 Penalty: 626.488281
	Iteration 12Q: 3 clusters Score -38069.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -38077.531250 Penalty: 626.488281
	Iteration 13Q: 3 clusters Score -38077.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -38079.132812 Penalty: 626.488281
	Iteration 14Q: 3 clusters Score -38079.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -38079.289062 Penalty: 626.488281
	Iteration 15Q: 3 clusters Score -38079.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -38079.601562 Penalty: 626.488281
	Iteration 16Q: 3 clusters Score -38079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -38081.070312 Penalty: 626.488281
	Iteration 17Q: 3 clusters Score -38081.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -38081.070312 Penalty: 626.488281
	Iteration 18F: 3 clusters Score -38081.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44267 members 
Mstep: Class 3 contains 107044 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 351583 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 47 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 195 members 
Mstep: Class 24 contains 727 members 
Entering Unmasked Estep 
Score: -28386126.000000 Penalty: 14544.239258
Splitting cluster 16 changes total score from -28384380.000000 to -28386126.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -34062.843750 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -34062.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -33335.390625 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -33335.39 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33583.253906 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -33583.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33703.207031 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -33703.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33810.554688 Penalty: 617.591248
	Iteration 3F: 3 clusters Score -33810.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -33914.964844 Penalty: 617.591248
	Iteration 4F: 3 clusters Score -33914.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34019.480469 Penalty: 617.591248
	Iteration 5F: 3 clusters Score -34019.48 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -34150.777344 Penalty: 617.591248
	Iteration 6F: 3 clusters Score -34150.78 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -34268.347656 Penalty: 617.591248
	Iteration 7F: 3 clusters Score -34268.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -34316.996094 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -34317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -34345.472656 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -34345.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -34369.394531 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -34369.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -34402.882812 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -34402.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -34507.656250 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -34507.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34578.011719 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -34578.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -34699.769531 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -34699.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -34841.714844 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -34841.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -34868.351562 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -34868.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -34872.765625 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -34872.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -34873.859375 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -34873.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -34873.859375 Penalty: 617.591248
	Iteration 19F: 3 clusters Score -34873.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44267 members 
Mstep: Class 3 contains 107044 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 351583 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 47 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 195 members 
Mstep: Class 24 contains 727 members 
Mstep: Class 25 contains 601 members 
Entering Unmasked Estep 
Score: -28386650.000000 Penalty: 15150.249023
Splitting cluster 17 changes total score from -28384380.000000 to -28386650.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -103773.875000 Penalty: 349.004517
	Iteration 0F: 2 clusters Score -103773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -102239.148438 Penalty: 698.009033
	Iteration 0F: 3 clusters Score -102239.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -102740.695312 Penalty: 698.009033
	Iteration 1F: 3 clusters Score -102740.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -102853.601562 Penalty: 698.009033
	Iteration 2F: 3 clusters Score -102853.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -102959.164062 Penalty: 698.009033
	Iteration 3F: 3 clusters Score -102959.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -103038.671875 Penalty: 698.009033
	Iteration 4F: 3 clusters Score -103038.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -103106.546875 Penalty: 698.009033
	Iteration 5F: 3 clusters Score -103106.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -103181.906250 Penalty: 698.009033
	Iteration 6F: 3 clusters Score -103181.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -103240.921875 Penalty: 698.009033
	Iteration 7Q: 3 clusters Score -103240.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -103286.656250 Penalty: 698.009033
	Iteration 8Q: 3 clusters Score -103286.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -103319.179688 Penalty: 698.009033
	Iteration 9Q: 3 clusters Score -103319.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -103343.320312 Penalty: 698.009033
	Iteration 10Q: 3 clusters Score -103343.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -103364.132812 Penalty: 698.009033
	Iteration 11Q: 3 clusters Score -103364.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -103383.335938 Penalty: 698.009033
	Iteration 12Q: 3 clusters Score -103383.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -103400.921875 Penalty: 698.009033
	Iteration 13Q: 3 clusters Score -103400.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -103420.281250 Penalty: 698.009033
	Iteration 14Q: 3 clusters Score -103420.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -103438.390625 Penalty: 698.009033
	Iteration 15Q: 3 clusters Score -103438.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -103460.148438 Penalty: 698.009033
	Iteration 16Q: 3 clusters Score -103460.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -103488.562500 Penalty: 698.009033
	Iteration 17Q: 3 clusters Score -103488.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -103512.140625 Penalty: 698.009033
	Iteration 18Q: 3 clusters Score -103512.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -103537.906250 Penalty: 698.009033
	Iteration 19Q: 3 clusters Score -103537.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -103550.218750 Penalty: 698.009033
	Iteration 20F: 3 clusters Score -103550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -103557.453125 Penalty: 698.009033
	Iteration 21Q: 3 clusters Score -103557.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -103562.476562 Penalty: 698.009033
	Iteration 22Q: 3 clusters Score -103562.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -103567.796875 Penalty: 698.009033
	Iteration 23Q: 3 clusters Score -103567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -103571.203125 Penalty: 698.009033
	Iteration 24Q: 3 clusters Score -103571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -103572.437500 Penalty: 698.009033
	Iteration 25Q: 3 clusters Score -103572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -103573.445312 Penalty: 698.009033
	Iteration 26Q: 3 clusters Score -103573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -103575.179688 Penalty: 698.009033
	Iteration 27Q: 3 clusters Score -103575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -103576.546875 Penalty: 698.009033
	Iteration 28Q: 3 clusters Score -103576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -103576.867188 Penalty: 698.009033
	Iteration 29Q: 3 clusters Score -103576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -103577.015625 Penalty: 698.009033
	Iteration 30Q: 3 clusters Score -103577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -103577.156250 Penalty: 698.009033
	Iteration 31Q: 3 clusters Score -103577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -103577.156250 Penalty: 698.009033
	Iteration 32F: 3 clusters Score -103577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Entering Unmasked Estep 
Score: -240142.515625 Penalty: 386.678009
	Iteration 0F: 2 clusters Score -240142.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -236781.390625 Penalty: 773.356018
	Iteration 0F: 3 clusters Score -236781.4 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -238150.593750 Penalty: 773.356018
	Iteration 1F: 3 clusters Score -238150.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -238467.437500 Penalty: 773.356018
	Iteration 2F: 3 clusters Score -238467.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -238869.921875 Penalty: 773.356018
	Iteration 3F: 3 clusters Score -238869.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -239261.156250 Penalty: 773.356018
	Iteration 4F: 3 clusters Score -239261.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -239527.640625 Penalty: 773.356018
	Iteration 5F: 3 clusters Score -239527.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -239624.437500 Penalty: 773.356018
	Iteration 6Q: 3 clusters Score -239624.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -239663.406250 Penalty: 773.356018
	Iteration 7Q: 3 clusters Score -239663.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -239693.687500 Penalty: 773.356018
	Iteration 8Q: 3 clusters Score -239693.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -239719.921875 Penalty: 773.356018
	Iteration 9Q: 3 clusters Score -239719.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -239742.546875 Penalty: 773.356018
	Iteration 10Q: 3 clusters Score -239742.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -239762.406250 Penalty: 773.356018
	Iteration 11Q: 3 clusters Score -239762.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -239778.125000 Penalty: 773.356018
	Iteration 12Q: 3 clusters Score -239778.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -239786.062500 Penalty: 773.356018
	Iteration 13Q: 3 clusters Score -239786.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -239789.906250 Penalty: 773.356018
	Iteration 14Q: 3 clusters Score -239789.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -239792.250000 Penalty: 773.356018
	Iteration 15Q: 3 clusters Score -239792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -239794.609375 Penalty: 773.356018
	Iteration 16Q: 3 clusters Score -239794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -239795.765625 Penalty: 773.356018
	Iteration 17Q: 3 clusters Score -239795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -239796.593750 Penalty: 773.356018
	Iteration 18Q: 3 clusters Score -239796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -239796.515625 Penalty: 773.356018
	Iteration 19Q: 3 clusters Score -239796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -239796.609375 Penalty: 773.356018
	Iteration 20F: 3 clusters Score -239796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -239797.312500 Penalty: 773.356018
	Iteration 21Q: 3 clusters Score -239797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -239798.296875 Penalty: 773.356018
	Iteration 22Q: 3 clusters Score -239798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -239799.500000 Penalty: 773.356018
	Iteration 23Q: 3 clusters Score -239799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -239799.937500 Penalty: 773.356018
	Iteration 24Q: 3 clusters Score -239799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -239800.609375 Penalty: 773.356018
	Iteration 25Q: 3 clusters Score -239800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -239800.609375 Penalty: 773.356018
	Iteration 26Q: 3 clusters Score -239800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -239800.890625 Penalty: 773.356018
	Iteration 27Q: 3 clusters Score -239800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -239801.343750 Penalty: 773.356018
	Iteration 28Q: 3 clusters Score -239801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -239801.984375 Penalty: 773.356018
	Iteration 29Q: 3 clusters Score -239802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -239802.687500 Penalty: 773.356018
	Iteration 30Q: 3 clusters Score -239802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -239803.406250 Penalty: 773.356018
	Iteration 31Q: 3 clusters Score -239803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -239803.625000 Penalty: 773.356018
	Iteration 32Q: 3 clusters Score -239803.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -239804.125000 Penalty: 773.356018
	Iteration 33Q: 3 clusters Score -239804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -239804.359375 Penalty: 773.356018
	Iteration 34Q: 3 clusters Score -239804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -239804.765625 Penalty: 773.356018
	Iteration 35Q: 3 clusters Score -239804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -239805.031250 Penalty: 773.356018
	Iteration 36Q: 3 clusters Score -239805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -239804.859375 Penalty: 773.356018
	Iteration 37Q: 3 clusters Score -239804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -239804.593750 Penalty: 773.356018
	Iteration 38Q: 3 clusters Score -239804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -239804.593750 Penalty: 773.356018
	Iteration 39F: 3 clusters Score -239804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Entering Unmasked Estep 
Score: -1711.404785 Penalty: 175.181717
	Iteration 0F: 2 clusters Score -1711.405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1575.627197 Penalty: 350.363434
	Iteration 0F: 3 clusters Score -1575.627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1586.858765 Penalty: 350.363434
	Iteration 1F: 3 clusters Score -1586.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44267 members 
Mstep: Class 3 contains 107044 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26654 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 351583 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 47 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386732.000000 Penalty: 15150.249023
Iteration 79Q: 26 clusters Score -2.838673e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 44224 members 
Mstep: Class 3 contains 107053 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 29350 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26665 members 
Mstep: Class 11 contains 25919 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351585 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4908 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 349 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386766.000000 Penalty: 15150.249023
Iteration 80F: 26 clusters Score -2.838677e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 44186 members 
Mstep: Class 3 contains 107057 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 29347 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26675 members 
Mstep: Class 11 contains 25974 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351554 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4913 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 355 members 
Mstep: Class 23 contains 186 members 
Mstep: Class 24 contains 714 members 
Mstep: Class 25 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386816.000000 Penalty: 15150.249023
Iteration 81Q: 26 clusters Score -2.838682e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44142 members 
Mstep: Class 3 contains 107055 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29344 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 26679 members 
Mstep: Class 11 contains 26026 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351540 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4924 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386848.000000 Penalty: 15150.249023
Iteration 82Q: 26 clusters Score -2.838685e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44105 members 
Mstep: Class 3 contains 107052 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29337 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 26684 members 
Mstep: Class 11 contains 26077 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351530 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4934 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386870.000000 Penalty: 15150.249023
Iteration 83Q: 26 clusters Score -2.838687e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44076 members 
Mstep: Class 3 contains 107050 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29331 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 5005 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 26687 members 
Mstep: Class 11 contains 26108 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351537 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4940 members 
Mstep: Class 21 contains 50 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386876.000000 Penalty: 15150.249023
Iteration 84Q: 26 clusters Score -2.838688e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44060 members 
Mstep: Class 3 contains 107052 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29325 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 26693 members 
Mstep: Class 11 contains 26137 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351529 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4944 members 
Mstep: Class 21 contains 52 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386870.000000 Penalty: 15150.249023
Iteration 85Q: 26 clusters Score -2.838687e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44049 members 
Mstep: Class 3 contains 107055 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29318 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4984 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 26696 members 
Mstep: Class 11 contains 26156 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351528 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4942 members 
Mstep: Class 21 contains 52 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386898.000000 Penalty: 15150.249023
Iteration 86Q: 26 clusters Score -2.83869e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44037 members 
Mstep: Class 3 contains 107062 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29311 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4979 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26697 members 
Mstep: Class 11 contains 26178 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351522 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4942 members 
Mstep: Class 21 contains 53 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386990.000000 Penalty: 15150.249023
Iteration 87Q: 26 clusters Score -2.838699e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44027 members 
Mstep: Class 3 contains 107067 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29307 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4976 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26700 members 
Mstep: Class 11 contains 26198 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351506 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4947 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387002.000000 Penalty: 15150.249023
Iteration 88Q: 26 clusters Score -2.8387e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44018 members 
Mstep: Class 3 contains 107070 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29306 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26703 members 
Mstep: Class 11 contains 26226 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351486 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4947 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387024.000000 Penalty: 15150.249023
Iteration 89Q: 26 clusters Score -2.838702e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44007 members 
Mstep: Class 3 contains 107073 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29303 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26705 members 
Mstep: Class 11 contains 26251 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351468 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387068.000000 Penalty: 15150.249023
Iteration 90Q: 26 clusters Score -2.838707e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43997 members 
Mstep: Class 3 contains 107074 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29297 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26705 members 
Mstep: Class 11 contains 26270 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351463 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4953 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387078.000000 Penalty: 15150.249023
Iteration 91Q: 26 clusters Score -2.838708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43992 members 
Mstep: Class 3 contains 107074 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29289 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26705 members 
Mstep: Class 11 contains 26285 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351460 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4954 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387086.000000 Penalty: 15150.249023
Iteration 92Q: 26 clusters Score -2.838709e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43991 members 
Mstep: Class 3 contains 107075 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29283 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26298 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351456 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387088.000000 Penalty: 15150.249023
Iteration 93Q: 26 clusters Score -2.838709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43991 members 
Mstep: Class 3 contains 107075 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29278 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26309 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351453 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4948 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387108.000000 Penalty: 15150.249023
Iteration 94Q: 26 clusters Score -2.838711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43988 members 
Mstep: Class 3 contains 107075 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29273 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26322 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351449 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4947 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387094.000000 Penalty: 15150.249023
Iteration 95Q: 26 clusters Score -2.838709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43985 members 
Mstep: Class 3 contains 107075 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29267 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26334 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351450 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4943 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387102.000000 Penalty: 15150.249023
Iteration 96Q: 26 clusters Score -2.83871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43983 members 
Mstep: Class 3 contains 107076 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29261 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26338 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351456 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4940 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387112.000000 Penalty: 15150.249023
Iteration 97Q: 26 clusters Score -2.838711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43982 members 
Mstep: Class 3 contains 107076 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29255 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26705 members 
Mstep: Class 11 contains 26338 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351468 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4936 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387092.000000 Penalty: 15150.249023
Iteration 98Q: 26 clusters Score -2.838709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43980 members 
Mstep: Class 3 contains 107076 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29250 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 11 contains 26341 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351474 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387068.000000 Penalty: 15150.249023
Iteration 99Q: 26 clusters Score -2.838707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43978 members 
Mstep: Class 3 contains 107076 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29249 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 11 contains 26343 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351475 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387084.000000 Penalty: 15150.249023
Iteration 100F: 26 clusters Score -2.838708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43977 members 
Mstep: Class 3 contains 107076 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29248 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 11 contains 26344 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351475 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387082.000000 Penalty: 15150.249023
Iteration 101Q: 26 clusters Score -2.838708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43976 members 
Mstep: Class 3 contains 107076 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29247 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 11 contains 26350 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351471 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387084.000000 Penalty: 15150.249023
Iteration 102Q: 26 clusters Score -2.838708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43976 members 
Mstep: Class 3 contains 107076 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29245 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 11 contains 26358 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351465 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387096.000000 Penalty: 15150.249023
Iteration 103Q: 26 clusters Score -2.83871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107077 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29243 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 11 contains 26371 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351454 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387124.000000 Penalty: 15150.249023
Iteration 104Q: 26 clusters Score -2.838712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107076 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29242 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 11 contains 26379 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351448 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387134.000000 Penalty: 15150.249023
Iteration 105Q: 26 clusters Score -2.838713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107079 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29239 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26705 members 
Mstep: Class 11 contains 26387 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351439 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387142.000000 Penalty: 15150.249023
Iteration 106Q: 26 clusters Score -2.838714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107080 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29233 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26390 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351440 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387158.000000 Penalty: 15150.249023
Iteration 107Q: 26 clusters Score -2.838716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107080 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29228 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26393 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351442 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387162.000000 Penalty: 15150.249023
Iteration 108Q: 26 clusters Score -2.838716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107080 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29222 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26394 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351447 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387130.000000 Penalty: 15150.249023
Iteration 109Q: 26 clusters Score -2.838713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107080 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29214 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26397 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351452 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387142.000000 Penalty: 15150.249023
Iteration 110Q: 26 clusters Score -2.838714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29206 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26398 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351458 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387128.000000 Penalty: 15150.249023
Iteration 111Q: 26 clusters Score -2.838713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29203 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26399 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351460 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387140.000000 Penalty: 15150.249023
Iteration 112Q: 26 clusters Score -2.838714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29202 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26401 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351459 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387130.000000 Penalty: 15150.249023
Iteration 113Q: 26 clusters Score -2.838713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29200 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26402 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351460 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387138.000000 Penalty: 15150.249023
Iteration 114Q: 26 clusters Score -2.838714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29196 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26402 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351464 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387126.000000 Penalty: 15150.249023
Iteration 115Q: 26 clusters Score -2.838713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29195 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26402 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351465 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387118.000000 Penalty: 15150.249023
Iteration 116Q: 26 clusters Score -2.838712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29194 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26403 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351465 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387122.000000 Penalty: 15150.249023
Iteration 117Q: 26 clusters Score -2.838712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29193 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26403 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351466 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387126.000000 Penalty: 15150.249023
Iteration 118Q: 26 clusters Score -2.838713e+07 nChanged 0
Entering ConstructFrom: 
Score: -28387126.000000 Penalty: 15150.249023
Entering ConstructFrom: 
Trying to split cluster 1 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -50425.871094 Penalty: 319.255737
	Iteration 0F: 2 clusters Score -50425.87 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 559 members 
Entering Unmasked Estep 
Score: -49556.386719 Penalty: 638.511475
	Iteration 0F: 3 clusters Score -49556.39 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49842.820312 Penalty: 638.511475
	Iteration 1F: 3 clusters Score -49842.82 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -49948.890625 Penalty: 638.511475
	Iteration 2F: 3 clusters Score -49948.89 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -50065.496094 Penalty: 638.511475
	Iteration 3F: 3 clusters Score -50065.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -50123.878906 Penalty: 638.511475
	Iteration 4F: 3 clusters Score -50123.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -50184.027344 Penalty: 638.511475
	Iteration 5Q: 3 clusters Score -50184.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -50218.828125 Penalty: 638.511475
	Iteration 6Q: 3 clusters Score -50218.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -50243.527344 Penalty: 638.511475
	Iteration 7Q: 3 clusters Score -50243.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -50267.882812 Penalty: 638.511475
	Iteration 8Q: 3 clusters Score -50267.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -50299.242188 Penalty: 638.511475
	Iteration 9Q: 3 clusters Score -50299.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -50318.152344 Penalty: 638.511475
	Iteration 10Q: 3 clusters Score -50318.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -50328.976562 Penalty: 638.511475
	Iteration 11Q: 3 clusters Score -50328.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -50337.500000 Penalty: 638.511475
	Iteration 12Q: 3 clusters Score -50337.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -50345.085938 Penalty: 638.511475
	Iteration 13Q: 3 clusters Score -50345.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -50350.355469 Penalty: 638.511475
	Iteration 14Q: 3 clusters Score -50350.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -50353.246094 Penalty: 638.511475
	Iteration 15Q: 3 clusters Score -50353.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -50355.187500 Penalty: 638.511475
	Iteration 16Q: 3 clusters Score -50355.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -50357.386719 Penalty: 638.511475
	Iteration 17Q: 3 clusters Score -50357.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -50359.808594 Penalty: 638.511475
	Iteration 18Q: 3 clusters Score -50359.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -50361.589844 Penalty: 638.511475
	Iteration 19Q: 3 clusters Score -50361.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50363.726562 Penalty: 638.511475
	Iteration 20F: 3 clusters Score -50363.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -50365.191406 Penalty: 638.511475
	Iteration 21Q: 3 clusters Score -50365.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -50366.835938 Penalty: 638.511475
	Iteration 22Q: 3 clusters Score -50366.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -50368.800781 Penalty: 638.511475
	Iteration 23Q: 3 clusters Score -50368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -50369.863281 Penalty: 638.511475
	Iteration 24Q: 3 clusters Score -50369.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50370.570312 Penalty: 638.511475
	Iteration 25Q: 3 clusters Score -50370.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50370.804688 Penalty: 638.511475
	Iteration 26Q: 3 clusters Score -50370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -50370.914062 Penalty: 638.511475
	Iteration 27Q: 3 clusters Score -50370.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -50370.914062 Penalty: 638.511475
	Iteration 28F: 3 clusters Score -50370.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Entering Unmasked Estep 
Score: -2010803.250000 Penalty: 486.457642
	Iteration 0F: 2 clusters Score -2010803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -1981222.625000 Penalty: 972.915283
	Iteration 0F: 3 clusters Score -1981223 nChanged 21306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -1993656.500000 Penalty: 972.915283
	Iteration 1F: 3 clusters Score -1993656 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -1994238.000000 Penalty: 972.915283
	Iteration 2Q: 3 clusters Score -1994238 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -1995017.625000 Penalty: 972.915283
	Iteration 3Q: 3 clusters Score -1995018 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -1995996.125000 Penalty: 972.915283
	Iteration 4Q: 3 clusters Score -1995996 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -1997168.375000 Penalty: 972.915283
	Iteration 5F: 3 clusters Score -1997168 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -1998563.125000 Penalty: 972.915283
	Iteration 6F: 3 clusters Score -1998563 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -2000282.250000 Penalty: 972.915283
	Iteration 7F: 3 clusters Score -2000282 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -2001867.625000 Penalty: 972.915283
	Iteration 8F: 3 clusters Score -2001868 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -2002893.750000 Penalty: 972.915283
	Iteration 9Q: 3 clusters Score -2002894 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -2003479.500000 Penalty: 972.915283
	Iteration 10Q: 3 clusters Score -2003480 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -2003865.000000 Penalty: 972.915283
	Iteration 11Q: 3 clusters Score -2003865 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -2004200.000000 Penalty: 972.915283
	Iteration 12Q: 3 clusters Score -2004200 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -2004524.375000 Penalty: 972.915283
	Iteration 13Q: 3 clusters Score -2004524 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -2004929.125000 Penalty: 972.915283
	Iteration 14Q: 3 clusters Score -2004929 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -2005418.625000 Penalty: 972.915283
	Iteration 15Q: 3 clusters Score -2005419 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -2005954.500000 Penalty: 972.915283
	Iteration 16Q: 3 clusters Score -2005954 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -2006475.875000 Penalty: 972.915283
	Iteration 17Q: 3 clusters Score -2006476 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -2007034.750000 Penalty: 972.915283
	Iteration 18Q: 3 clusters Score -2007035 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -2007573.125000 Penalty: 972.915283
	Iteration 19Q: 3 clusters Score -2007573 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -2008102.750000 Penalty: 972.915283
	Iteration 20F: 3 clusters Score -2008103 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -2008587.750000 Penalty: 972.915283
	Iteration 21Q: 3 clusters Score -2008588 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -2008998.500000 Penalty: 972.915283
	Iteration 22Q: 3 clusters Score -2008998 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -2009349.875000 Penalty: 972.915283
	Iteration 23Q: 3 clusters Score -2009350 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -2009645.500000 Penalty: 972.915283
	Iteration 24Q: 3 clusters Score -2009646 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -2009868.500000 Penalty: 972.915283
	Iteration 25Q: 3 clusters Score -2009868 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -2010032.500000 Penalty: 972.915283
	Iteration 26Q: 3 clusters Score -2010032 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -2010121.500000 Penalty: 972.915283
	Iteration 27Q: 3 clusters Score -2010122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -2010193.750000 Penalty: 972.915283
	Iteration 28Q: 3 clusters Score -2010194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -2010250.125000 Penalty: 972.915283
	Iteration 29Q: 3 clusters Score -2010250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -2010309.000000 Penalty: 972.915283
	Iteration 30Q: 3 clusters Score -2010309 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -2010346.875000 Penalty: 972.915283
	Iteration 31Q: 3 clusters Score -2010347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -2010388.125000 Penalty: 972.915283
	Iteration 32Q: 3 clusters Score -2010388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -2010411.375000 Penalty: 972.915283
	Iteration 33Q: 3 clusters Score -2010411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -2010426.875000 Penalty: 972.915283
	Iteration 34Q: 3 clusters Score -2010427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -2010443.125000 Penalty: 972.915283
	Iteration 35Q: 3 clusters Score -2010443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -2010451.375000 Penalty: 972.915283
	Iteration 36Q: 3 clusters Score -2010451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -2010458.500000 Penalty: 972.915283
	Iteration 37Q: 3 clusters Score -2010458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -2010462.250000 Penalty: 972.915283
	Iteration 38Q: 3 clusters Score -2010462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -2010465.750000 Penalty: 972.915283
	Iteration 39Q: 3 clusters Score -2010466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -2010466.000000 Penalty: 972.915283
	Iteration 40F: 3 clusters Score -2010466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -2010468.000000 Penalty: 972.915283
	Iteration 41Q: 3 clusters Score -2010468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -2010471.750000 Penalty: 972.915283
	Iteration 42Q: 3 clusters Score -2010472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -2010472.625000 Penalty: 972.915283
	Iteration 43Q: 3 clusters Score -2010473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -2010479.250000 Penalty: 972.915283
	Iteration 44Q: 3 clusters Score -2010479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -2010480.250000 Penalty: 972.915283
	Iteration 45Q: 3 clusters Score -2010480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -2010481.625000 Penalty: 972.915283
	Iteration 46Q: 3 clusters Score -2010482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -2010484.375000 Penalty: 972.915283
	Iteration 47Q: 3 clusters Score -2010484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -2010486.750000 Penalty: 972.915283
	Iteration 48Q: 3 clusters Score -2010487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -2010487.125000 Penalty: 972.915283
	Iteration 49Q: 3 clusters Score -2010487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -2010486.875000 Penalty: 972.915283
	Iteration 50Q: 3 clusters Score -2010487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -2010489.875000 Penalty: 972.915283
	Iteration 51Q: 3 clusters Score -2010490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -2010489.125000 Penalty: 972.915283
	Iteration 52Q: 3 clusters Score -2010489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -2010492.750000 Penalty: 972.915283
	Iteration 53Q: 3 clusters Score -2010493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -2010495.250000 Penalty: 972.915283
	Iteration 54Q: 3 clusters Score -2010495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -2010494.625000 Penalty: 972.915283
	Iteration 55Q: 3 clusters Score -2010495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -2010494.875000 Penalty: 972.915283
	Iteration 56Q: 3 clusters Score -2010495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -2010494.875000 Penalty: 972.915283
	Iteration 57F: 3 clusters Score -2010495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Entering Unmasked Estep 
Score: -5247114.500000 Penalty: 526.950989
	Iteration 0F: 2 clusters Score -5247114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -5174856.500000 Penalty: 1053.901978
	Iteration 0F: 3 clusters Score -5174856 nChanged 52443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -5207251.000000 Penalty: 1053.901978
	Iteration 1F: 3 clusters Score -5207251 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 64397 members 
Entering Unmasked Estep 
Score: -5209201.000000 Penalty: 1053.901978
	Iteration 2Q: 3 clusters Score -5209201 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -5212535.500000 Penalty: 1053.901978
	Iteration 3F: 3 clusters Score -5212536 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -5217911.000000 Penalty: 1053.901978
	Iteration 4F: 3 clusters Score -5217911 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -5225374.000000 Penalty: 1053.901978
	Iteration 5F: 3 clusters Score -5225374 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -5233685.500000 Penalty: 1053.901978
	Iteration 6F: 3 clusters Score -5233686 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -5240363.000000 Penalty: 1053.901978
	Iteration 7F: 3 clusters Score -5240363 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -5244261.500000 Penalty: 1053.901978
	Iteration 8Q: 3 clusters Score -5244262 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 106252 members 
Entering Unmasked Estep 
Score: -5245917.500000 Penalty: 1053.901978
	Iteration 9Q: 3 clusters Score -5245918 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 106815 members 
Entering Unmasked Estep 
Score: -5246406.000000 Penalty: 1053.901978
	Iteration 10Q: 3 clusters Score -5246406 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -5246557.000000 Penalty: 1053.901978
	Iteration 11Q: 3 clusters Score -5246557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 107019 members 
Entering Unmasked Estep 
Score: -5246604.500000 Penalty: 1053.901978
	Iteration 12Q: 3 clusters Score -5246604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -5246643.500000 Penalty: 1053.901978
	Iteration 13Q: 3 clusters Score -5246644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -5246661.500000 Penalty: 1053.901978
	Iteration 14Q: 3 clusters Score -5246662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -5246667.000000 Penalty: 1053.901978
	Iteration 15Q: 3 clusters Score -5246667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -5246665.500000 Penalty: 1053.901978
	Iteration 16Q: 3 clusters Score -5246666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -5246664.500000 Penalty: 1053.901978
	Iteration 17Q: 3 clusters Score -5246664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -5246664.500000 Penalty: 1053.901978
	Iteration 18F: 3 clusters Score -5246664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -38148.269531 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -38148.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37449.878906 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -37449.88 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37712.894531 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -37712.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37835.394531 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -37835.39 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37938.042969 Penalty: 617.591248
	Iteration 3F: 3 clusters Score -37938.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38004.089844 Penalty: 617.591248
	Iteration 4F: 3 clusters Score -38004.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -38056.828125 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -38056.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -38089.660156 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -38089.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -38104.964844 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -38104.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -38108.285156 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -38108.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -38112.933594 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -38112.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -38114.542969 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -38114.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -38116.273438 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -38116.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -38116.273438 Penalty: 617.591248
	Iteration 12F: 3 clusters Score -38116.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -114532.742188 Penalty: 353.410492
	Iteration 0F: 2 clusters Score -114532.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -112905.164062 Penalty: 706.820984
	Iteration 0F: 3 clusters Score -112905.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -113498.664062 Penalty: 706.820984
	Iteration 1F: 3 clusters Score -113498.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -113580.789062 Penalty: 706.820984
	Iteration 2F: 3 clusters Score -113580.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -113664.187500 Penalty: 706.820984
	Iteration 3F: 3 clusters Score -113664.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -113748.812500 Penalty: 706.820984
	Iteration 4F: 3 clusters Score -113748.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -113831.734375 Penalty: 706.820984
	Iteration 5F: 3 clusters Score -113831.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -113914.898438 Penalty: 706.820984
	Iteration 6Q: 3 clusters Score -113914.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -114019.242188 Penalty: 706.820984
	Iteration 7Q: 3 clusters Score -114019.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -114115.375000 Penalty: 706.820984
	Iteration 8Q: 3 clusters Score -114115.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -114182.218750 Penalty: 706.820984
	Iteration 9Q: 3 clusters Score -114182.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -114223.117188 Penalty: 706.820984
	Iteration 10Q: 3 clusters Score -114223.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -114243.359375 Penalty: 706.820984
	Iteration 11Q: 3 clusters Score -114243.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -114256.976562 Penalty: 706.820984
	Iteration 12Q: 3 clusters Score -114257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -114263.953125 Penalty: 706.820984
	Iteration 13Q: 3 clusters Score -114264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -114267.828125 Penalty: 706.820984
	Iteration 14Q: 3 clusters Score -114267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -114269.890625 Penalty: 706.820984
	Iteration 15Q: 3 clusters Score -114269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -114270.875000 Penalty: 706.820984
	Iteration 16Q: 3 clusters Score -114270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -114271.367188 Penalty: 706.820984
	Iteration 17Q: 3 clusters Score -114271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -114271.367188 Penalty: 706.820984
	Iteration 18F: 3 clusters Score -114271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Entering Unmasked Estep 
Score: -1488079.875000 Penalty: 467.816620
	Iteration 0F: 2 clusters Score -1488080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1468430.500000 Penalty: 935.633240
	Iteration 0F: 3 clusters Score -1468430 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1477112.000000 Penalty: 935.633240
	Iteration 1F: 3 clusters Score -1477112 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1478262.875000 Penalty: 935.633240
	Iteration 2F: 3 clusters Score -1478263 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1480047.750000 Penalty: 935.633240
	Iteration 3F: 3 clusters Score -1480048 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -1482470.625000 Penalty: 935.633240
	Iteration 4F: 3 clusters Score -1482471 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -1484632.125000 Penalty: 935.633240
	Iteration 5F: 3 clusters Score -1484632 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -1486104.625000 Penalty: 935.633240
	Iteration 6F: 3 clusters Score -1486105 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -1486919.125000 Penalty: 935.633240
	Iteration 7Q: 3 clusters Score -1486919 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -1487344.625000 Penalty: 935.633240
	Iteration 8Q: 3 clusters Score -1487345 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -1487543.750000 Penalty: 935.633240
	Iteration 9Q: 3 clusters Score -1487544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -1487639.500000 Penalty: 935.633240
	Iteration 10Q: 3 clusters Score -1487640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -1487683.125000 Penalty: 935.633240
	Iteration 11Q: 3 clusters Score -1487683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -1487712.875000 Penalty: 935.633240
	Iteration 12Q: 3 clusters Score -1487713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -1487735.125000 Penalty: 935.633240
	Iteration 13Q: 3 clusters Score -1487735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -1487747.750000 Penalty: 935.633240
	Iteration 14Q: 3 clusters Score -1487748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -1487755.250000 Penalty: 935.633240
	Iteration 15Q: 3 clusters Score -1487755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -1487763.125000 Penalty: 935.633240
	Iteration 16Q: 3 clusters Score -1487763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -1487768.375000 Penalty: 935.633240
	Iteration 17Q: 3 clusters Score -1487768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -1487770.875000 Penalty: 935.633240
	Iteration 18Q: 3 clusters Score -1487771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -1487773.875000 Penalty: 935.633240
	Iteration 19Q: 3 clusters Score -1487774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -1487774.250000 Penalty: 935.633240
	Iteration 20F: 3 clusters Score -1487774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -1487774.750000 Penalty: 935.633240
	Iteration 21Q: 3 clusters Score -1487775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -1487774.750000 Penalty: 935.633240
	Iteration 22F: 3 clusters Score -1487775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -61357.468750 Penalty: 328.792511
	Iteration 0F: 2 clusters Score -61357.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -60311.000000 Penalty: 657.585022
	Iteration 0F: 3 clusters Score -60311 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -60656.914062 Penalty: 657.585022
	Iteration 1F: 3 clusters Score -60656.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -60710.730469 Penalty: 657.585022
	Iteration 2F: 3 clusters Score -60710.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -60749.585938 Penalty: 657.585022
	Iteration 3Q: 3 clusters Score -60749.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -60797.253906 Penalty: 657.585022
	Iteration 4Q: 3 clusters Score -60797.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -60842.183594 Penalty: 657.585022
	Iteration 5Q: 3 clusters Score -60842.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -60882.960938 Penalty: 657.585022
	Iteration 6Q: 3 clusters Score -60882.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -60914.007812 Penalty: 657.585022
	Iteration 7Q: 3 clusters Score -60914.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -60936.421875 Penalty: 657.585022
	Iteration 8Q: 3 clusters Score -60936.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -60944.968750 Penalty: 657.585022
	Iteration 9Q: 3 clusters Score -60944.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -60952.589844 Penalty: 657.585022
	Iteration 10Q: 3 clusters Score -60952.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60959.234375 Penalty: 657.585022
	Iteration 11Q: 3 clusters Score -60959.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -60963.535156 Penalty: 657.585022
	Iteration 12Q: 3 clusters Score -60963.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -60967.437500 Penalty: 657.585022
	Iteration 13Q: 3 clusters Score -60967.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -60973.628906 Penalty: 657.585022
	Iteration 14Q: 3 clusters Score -60973.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -60979.773438 Penalty: 657.585022
	Iteration 15Q: 3 clusters Score -60979.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -60982.152344 Penalty: 657.585022
	Iteration 16Q: 3 clusters Score -60982.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -60983.640625 Penalty: 657.585022
	Iteration 17Q: 3 clusters Score -60983.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -60984.859375 Penalty: 657.585022
	Iteration 18Q: 3 clusters Score -60984.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -60986.019531 Penalty: 657.585022
	Iteration 19Q: 3 clusters Score -60986.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -60986.699219 Penalty: 657.585022
	Iteration 20F: 3 clusters Score -60986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -60988.183594 Penalty: 657.585022
	Iteration 21Q: 3 clusters Score -60988.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -60990.046875 Penalty: 657.585022
	Iteration 22Q: 3 clusters Score -60990.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -60992.285156 Penalty: 657.585022
	Iteration 23Q: 3 clusters Score -60992.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -60992.828125 Penalty: 657.585022
	Iteration 24Q: 3 clusters Score -60992.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -60993.324219 Penalty: 657.585022
	Iteration 25Q: 3 clusters Score -60993.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -60993.937500 Penalty: 657.585022
	Iteration 26Q: 3 clusters Score -60993.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -60995.648438 Penalty: 657.585022
	Iteration 27Q: 3 clusters Score -60995.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -60996.539062 Penalty: 657.585022
	Iteration 28Q: 3 clusters Score -60996.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -60998.046875 Penalty: 657.585022
	Iteration 29Q: 3 clusters Score -60998.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -61000.656250 Penalty: 657.585022
	Iteration 30Q: 3 clusters Score -61000.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -61002.480469 Penalty: 657.585022
	Iteration 31Q: 3 clusters Score -61002.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -61004.328125 Penalty: 657.585022
	Iteration 32Q: 3 clusters Score -61004.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -61007.703125 Penalty: 657.585022
	Iteration 33Q: 3 clusters Score -61007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -61011.656250 Penalty: 657.585022
	Iteration 34Q: 3 clusters Score -61011.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -61014.667969 Penalty: 657.585022
	Iteration 35Q: 3 clusters Score -61014.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -61017.265625 Penalty: 657.585022
	Iteration 36Q: 3 clusters Score -61017.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -61021.445312 Penalty: 657.585022
	Iteration 37Q: 3 clusters Score -61021.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -61027.171875 Penalty: 657.585022
	Iteration 38Q: 3 clusters Score -61027.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -61031.316406 Penalty: 657.585022
	Iteration 39Q: 3 clusters Score -61031.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -61034.957031 Penalty: 657.585022
	Iteration 40F: 3 clusters Score -61034.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -61040.046875 Penalty: 657.585022
	Iteration 41Q: 3 clusters Score -61040.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -61043.289062 Penalty: 657.585022
	Iteration 42Q: 3 clusters Score -61043.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -61047.464844 Penalty: 657.585022
	Iteration 43Q: 3 clusters Score -61047.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -61049.078125 Penalty: 657.585022
	Iteration 44Q: 3 clusters Score -61049.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -61050.226562 Penalty: 657.585022
	Iteration 45Q: 3 clusters Score -61050.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -61051.339844 Penalty: 657.585022
	Iteration 46Q: 3 clusters Score -61051.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -61053.296875 Penalty: 657.585022
	Iteration 47Q: 3 clusters Score -61053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -61053.582031 Penalty: 657.585022
	Iteration 48Q: 3 clusters Score -61053.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -61054.308594 Penalty: 657.585022
	Iteration 49Q: 3 clusters Score -61054.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -61055.093750 Penalty: 657.585022
	Iteration 50Q: 3 clusters Score -61055.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -61055.789062 Penalty: 657.585022
	Iteration 51Q: 3 clusters Score -61055.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -61056.210938 Penalty: 657.585022
	Iteration 52Q: 3 clusters Score -61056.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -61056.320312 Penalty: 657.585022
	Iteration 53Q: 3 clusters Score -61056.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -61056.320312 Penalty: 657.585022
	Iteration 54F: 3 clusters Score -61056.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -221929.921875 Penalty: 387.258484
	Iteration 0F: 2 clusters Score -221929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -218566.812500 Penalty: 774.516968
	Iteration 0F: 3 clusters Score -218566.8 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -219809.406250 Penalty: 774.516968
	Iteration 1F: 3 clusters Score -219809.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -219939.796875 Penalty: 774.516968
	Iteration 2F: 3 clusters Score -219939.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -220117.515625 Penalty: 774.516968
	Iteration 3F: 3 clusters Score -220117.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -220364.328125 Penalty: 774.516968
	Iteration 4F: 3 clusters Score -220364.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -220727.046875 Penalty: 774.516968
	Iteration 5F: 3 clusters Score -220727 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -221059.484375 Penalty: 774.516968
	Iteration 6F: 3 clusters Score -221059.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -221320.828125 Penalty: 774.516968
	Iteration 7F: 3 clusters Score -221320.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -221470.312500 Penalty: 774.516968
	Iteration 8Q: 3 clusters Score -221470.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -221544.531250 Penalty: 774.516968
	Iteration 9Q: 3 clusters Score -221544.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -221576.484375 Penalty: 774.516968
	Iteration 10Q: 3 clusters Score -221576.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -221587.937500 Penalty: 774.516968
	Iteration 11Q: 3 clusters Score -221587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -221593.562500 Penalty: 774.516968
	Iteration 12Q: 3 clusters Score -221593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -221601.078125 Penalty: 774.516968
	Iteration 13Q: 3 clusters Score -221601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -221607.890625 Penalty: 774.516968
	Iteration 14Q: 3 clusters Score -221607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -221610.468750 Penalty: 774.516968
	Iteration 15Q: 3 clusters Score -221610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -221611.656250 Penalty: 774.516968
	Iteration 16Q: 3 clusters Score -221611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -221613.484375 Penalty: 774.516968
	Iteration 17Q: 3 clusters Score -221613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -221613.484375 Penalty: 774.516968
	Iteration 18F: 3 clusters Score -221613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -32888.414062 Penalty: 302.054840
	Iteration 0F: 2 clusters Score -32888.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -32242.585938 Penalty: 604.109680
	Iteration 0F: 3 clusters Score -32242.59 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32407.097656 Penalty: 604.109680
	Iteration 1F: 3 clusters Score -32407.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -32435.888672 Penalty: 604.109680
	Iteration 2F: 3 clusters Score -32435.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32462.816406 Penalty: 604.109680
	Iteration 3Q: 3 clusters Score -32462.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32476.037109 Penalty: 604.109680
	Iteration 4Q: 3 clusters Score -32476.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -32486.302734 Penalty: 604.109680
	Iteration 5Q: 3 clusters Score -32486.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -32500.771484 Penalty: 604.109680
	Iteration 6Q: 3 clusters Score -32500.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32513.224609 Penalty: 604.109680
	Iteration 7Q: 3 clusters Score -32513.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -32527.701172 Penalty: 604.109680
	Iteration 8Q: 3 clusters Score -32527.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -32544.894531 Penalty: 604.109680
	Iteration 9Q: 3 clusters Score -32544.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -32560.761719 Penalty: 604.109680
	Iteration 10Q: 3 clusters Score -32560.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -32581.603516 Penalty: 604.109680
	Iteration 11Q: 3 clusters Score -32581.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -32603.562500 Penalty: 604.109680
	Iteration 12Q: 3 clusters Score -32603.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -32625.892578 Penalty: 604.109680
	Iteration 13Q: 3 clusters Score -32625.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -32648.386719 Penalty: 604.109680
	Iteration 14Q: 3 clusters Score -32648.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -32663.724609 Penalty: 604.109680
	Iteration 15Q: 3 clusters Score -32663.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -32682.697266 Penalty: 604.109680
	Iteration 16Q: 3 clusters Score -32682.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -32696.197266 Penalty: 604.109680
	Iteration 17Q: 3 clusters Score -32696.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -32704.837891 Penalty: 604.109680
	Iteration 18Q: 3 clusters Score -32704.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -32711.941406 Penalty: 604.109680
	Iteration 19Q: 3 clusters Score -32711.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32728.228516 Penalty: 604.109680
	Iteration 20F: 3 clusters Score -32728.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -32732.611328 Penalty: 604.109680
	Iteration 21Q: 3 clusters Score -32732.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32733.396484 Penalty: 604.109680
	Iteration 22Q: 3 clusters Score -32733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -32735.429688 Penalty: 604.109680
	Iteration 23Q: 3 clusters Score -32735.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -32735.695312 Penalty: 604.109680
	Iteration 24Q: 3 clusters Score -32735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -32736.355469 Penalty: 604.109680
	Iteration 25Q: 3 clusters Score -32736.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -32736.355469 Penalty: 604.109680
	Iteration 26F: 3 clusters Score -32736.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Entering Unmasked Estep 
Score: -1352051.125000 Penalty: 463.765259
	Iteration 0F: 2 clusters Score -1352051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1334139.500000 Penalty: 927.530518
	Iteration 0F: 3 clusters Score -1334140 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1342137.625000 Penalty: 927.530518
	Iteration 1F: 3 clusters Score -1342138 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1343318.875000 Penalty: 927.530518
	Iteration 2F: 3 clusters Score -1343319 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1345213.375000 Penalty: 927.530518
	Iteration 3F: 3 clusters Score -1345213 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1347318.500000 Penalty: 927.530518
	Iteration 4F: 3 clusters Score -1347318 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1348758.625000 Penalty: 927.530518
	Iteration 5F: 3 clusters Score -1348759 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1349463.875000 Penalty: 927.530518
	Iteration 6Q: 3 clusters Score -1349464 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -1349813.000000 Penalty: 927.530518
	Iteration 7Q: 3 clusters Score -1349813 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -1350018.000000 Penalty: 927.530518
	Iteration 8Q: 3 clusters Score -1350018 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -1350167.500000 Penalty: 927.530518
	Iteration 9Q: 3 clusters Score -1350168 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -1350293.375000 Penalty: 927.530518
	Iteration 10Q: 3 clusters Score -1350293 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1350410.375000 Penalty: 927.530518
	Iteration 11Q: 3 clusters Score -1350410 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -1350508.875000 Penalty: 927.530518
	Iteration 12Q: 3 clusters Score -1350509 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -1350624.000000 Penalty: 927.530518
	Iteration 13Q: 3 clusters Score -1350624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -1350718.000000 Penalty: 927.530518
	Iteration 14Q: 3 clusters Score -1350718 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -1350812.875000 Penalty: 927.530518
	Iteration 15Q: 3 clusters Score -1350813 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1350895.125000 Penalty: 927.530518
	Iteration 16Q: 3 clusters Score -1350895 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -1350974.125000 Penalty: 927.530518
	Iteration 17Q: 3 clusters Score -1350974 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -1351070.750000 Penalty: 927.530518
	Iteration 18Q: 3 clusters Score -1351071 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -1351171.125000 Penalty: 927.530518
	Iteration 19Q: 3 clusters Score -1351171 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -1351266.750000 Penalty: 927.530518
	Iteration 20F: 3 clusters Score -1351267 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -1351361.375000 Penalty: 927.530518
	Iteration 21Q: 3 clusters Score -1351361 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -1351432.750000 Penalty: 927.530518
	Iteration 22Q: 3 clusters Score -1351433 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -1351491.750000 Penalty: 927.530518
	Iteration 23Q: 3 clusters Score -1351492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -1351555.250000 Penalty: 927.530518
	Iteration 24Q: 3 clusters Score -1351555 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -1351611.500000 Penalty: 927.530518
	Iteration 25Q: 3 clusters Score -1351612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -1351666.125000 Penalty: 927.530518
	Iteration 26Q: 3 clusters Score -1351666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -1351695.750000 Penalty: 927.530518
	Iteration 27Q: 3 clusters Score -1351696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -1351710.250000 Penalty: 927.530518
	Iteration 28Q: 3 clusters Score -1351710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -1351720.250000 Penalty: 927.530518
	Iteration 29Q: 3 clusters Score -1351720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -1351732.000000 Penalty: 927.530518
	Iteration 30Q: 3 clusters Score -1351732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -1351736.875000 Penalty: 927.530518
	Iteration 31Q: 3 clusters Score -1351737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -1351746.250000 Penalty: 927.530518
	Iteration 32Q: 3 clusters Score -1351746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -1351755.375000 Penalty: 927.530518
	Iteration 33Q: 3 clusters Score -1351755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -1351767.875000 Penalty: 927.530518
	Iteration 34Q: 3 clusters Score -1351768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -1351771.125000 Penalty: 927.530518
	Iteration 35Q: 3 clusters Score -1351771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -1351772.375000 Penalty: 927.530518
	Iteration 36Q: 3 clusters Score -1351772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -1351774.125000 Penalty: 927.530518
	Iteration 37Q: 3 clusters Score -1351774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -1351777.875000 Penalty: 927.530518
	Iteration 38Q: 3 clusters Score -1351778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -1351779.500000 Penalty: 927.530518
	Iteration 39Q: 3 clusters Score -1351780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -1351779.000000 Penalty: 927.530518
	Iteration 40F: 3 clusters Score -1351779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -1351779.125000 Penalty: 927.530518
	Iteration 41Q: 3 clusters Score -1351779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -1351779.250000 Penalty: 927.530518
	Iteration 42Q: 3 clusters Score -1351779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -1351779.875000 Penalty: 927.530518
	Iteration 43Q: 3 clusters Score -1351780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -1351779.750000 Penalty: 927.530518
	Iteration 44Q: 3 clusters Score -1351780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -1351779.750000 Penalty: 927.530518
	Iteration 45F: 3 clusters Score -1351780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Entering Unmasked Estep 
Score: -1340576.625000 Penalty: 463.246063
	Iteration 0F: 2 clusters Score -1340577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1322999.500000 Penalty: 926.492126
	Iteration 0F: 3 clusters Score -1323000 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1330152.750000 Penalty: 926.492126
	Iteration 1F: 3 clusters Score -1330153 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1330412.375000 Penalty: 926.492126
	Iteration 2Q: 3 clusters Score -1330412 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1330790.125000 Penalty: 926.492126
	Iteration 3Q: 3 clusters Score -1330790 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1331489.250000 Penalty: 926.492126
	Iteration 4Q: 3 clusters Score -1331489 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1332659.500000 Penalty: 926.492126
	Iteration 5F: 3 clusters Score -1332660 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1334361.375000 Penalty: 926.492126
	Iteration 6F: 3 clusters Score -1334361 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1336070.625000 Penalty: 926.492126
	Iteration 7F: 3 clusters Score -1336071 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1337072.000000 Penalty: 926.492126
	Iteration 8F: 3 clusters Score -1337072 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1337442.625000 Penalty: 926.492126
	Iteration 9Q: 3 clusters Score -1337443 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1337650.375000 Penalty: 926.492126
	Iteration 10Q: 3 clusters Score -1337650 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1337824.125000 Penalty: 926.492126
	Iteration 11Q: 3 clusters Score -1337824 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1337975.875000 Penalty: 926.492126
	Iteration 12Q: 3 clusters Score -1337976 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1338131.250000 Penalty: 926.492126
	Iteration 13Q: 3 clusters Score -1338131 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1338292.875000 Penalty: 926.492126
	Iteration 14Q: 3 clusters Score -1338293 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1338447.250000 Penalty: 926.492126
	Iteration 15Q: 3 clusters Score -1338447 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -1338576.875000 Penalty: 926.492126
	Iteration 16Q: 3 clusters Score -1338577 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -1338697.250000 Penalty: 926.492126
	Iteration 17Q: 3 clusters Score -1338697 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1338817.750000 Penalty: 926.492126
	Iteration 18Q: 3 clusters Score -1338818 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1338914.000000 Penalty: 926.492126
	Iteration 19Q: 3 clusters Score -1338914 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -1339011.000000 Penalty: 926.492126
	Iteration 20F: 3 clusters Score -1339011 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1339109.375000 Penalty: 926.492126
	Iteration 21Q: 3 clusters Score -1339109 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -1339179.250000 Penalty: 926.492126
	Iteration 22Q: 3 clusters Score -1339179 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -1339241.125000 Penalty: 926.492126
	Iteration 23Q: 3 clusters Score -1339241 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -1339308.000000 Penalty: 926.492126
	Iteration 24Q: 3 clusters Score -1339308 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -1339359.875000 Penalty: 926.492126
	Iteration 25Q: 3 clusters Score -1339360 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -1339393.750000 Penalty: 926.492126
	Iteration 26Q: 3 clusters Score -1339394 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -1339440.375000 Penalty: 926.492126
	Iteration 27Q: 3 clusters Score -1339440 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -1339482.000000 Penalty: 926.492126
	Iteration 28Q: 3 clusters Score -1339482 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -1339521.250000 Penalty: 926.492126
	Iteration 29Q: 3 clusters Score -1339521 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -1339558.000000 Penalty: 926.492126
	Iteration 30Q: 3 clusters Score -1339558 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -1339603.875000 Penalty: 926.492126
	Iteration 31Q: 3 clusters Score -1339604 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -1339639.500000 Penalty: 926.492126
	Iteration 32Q: 3 clusters Score -1339640 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -1339683.625000 Penalty: 926.492126
	Iteration 33Q: 3 clusters Score -1339684 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -1339713.875000 Penalty: 926.492126
	Iteration 34Q: 3 clusters Score -1339714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -1339745.750000 Penalty: 926.492126
	Iteration 35Q: 3 clusters Score -1339746 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -1339774.875000 Penalty: 926.492126
	Iteration 36Q: 3 clusters Score -1339775 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -1339811.375000 Penalty: 926.492126
	Iteration 37Q: 3 clusters Score -1339811 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -1339846.125000 Penalty: 926.492126
	Iteration 38Q: 3 clusters Score -1339846 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -1339882.125000 Penalty: 926.492126
	Iteration 39Q: 3 clusters Score -1339882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -1339920.625000 Penalty: 926.492126
	Iteration 40F: 3 clusters Score -1339921 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -1339953.500000 Penalty: 926.492126
	Iteration 41Q: 3 clusters Score -1339954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -1339973.375000 Penalty: 926.492126
	Iteration 42Q: 3 clusters Score -1339973 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -1339999.500000 Penalty: 926.492126
	Iteration 43Q: 3 clusters Score -1340000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -1340026.875000 Penalty: 926.492126
	Iteration 44Q: 3 clusters Score -1340027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -1340056.375000 Penalty: 926.492126
	Iteration 45Q: 3 clusters Score -1340056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -1340084.750000 Penalty: 926.492126
	Iteration 46Q: 3 clusters Score -1340085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -1340112.500000 Penalty: 926.492126
	Iteration 47Q: 3 clusters Score -1340112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -1340140.625000 Penalty: 926.492126
	Iteration 48Q: 3 clusters Score -1340141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -1340173.250000 Penalty: 926.492126
	Iteration 49Q: 3 clusters Score -1340173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -1340198.750000 Penalty: 926.492126
	Iteration 50Q: 3 clusters Score -1340199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -1340221.125000 Penalty: 926.492126
	Iteration 51Q: 3 clusters Score -1340221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -1340229.375000 Penalty: 926.492126
	Iteration 52Q: 3 clusters Score -1340229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1340237.250000 Penalty: 926.492126
	Iteration 53Q: 3 clusters Score -1340237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -1340244.000000 Penalty: 926.492126
	Iteration 54Q: 3 clusters Score -1340244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -1340250.375000 Penalty: 926.492126
	Iteration 55Q: 3 clusters Score -1340250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1340252.500000 Penalty: 926.492126
	Iteration 56Q: 3 clusters Score -1340252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -1340253.750000 Penalty: 926.492126
	Iteration 57Q: 3 clusters Score -1340254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -1340258.500000 Penalty: 926.492126
	Iteration 58Q: 3 clusters Score -1340258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -1340255.000000 Penalty: 926.492126
	Iteration 59Q: 3 clusters Score -1340255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -1340260.500000 Penalty: 926.492126
	Iteration 60F: 3 clusters Score -1340260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -1340263.125000 Penalty: 926.492126
	Iteration 61Q: 3 clusters Score -1340263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -1340263.625000 Penalty: 926.492126
	Iteration 62Q: 3 clusters Score -1340264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -1340265.750000 Penalty: 926.492126
	Iteration 63Q: 3 clusters Score -1340266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -1340269.500000 Penalty: 926.492126
	Iteration 64Q: 3 clusters Score -1340270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -1340270.750000 Penalty: 926.492126
	Iteration 65Q: 3 clusters Score -1340271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1340273.000000 Penalty: 926.492126
	Iteration 66Q: 3 clusters Score -1340273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -1340278.500000 Penalty: 926.492126
	Iteration 67Q: 3 clusters Score -1340278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -1340279.250000 Penalty: 926.492126
	Iteration 68Q: 3 clusters Score -1340279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -1340284.500000 Penalty: 926.492126
	Iteration 69Q: 3 clusters Score -1340284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -1340287.375000 Penalty: 926.492126
	Iteration 70Q: 3 clusters Score -1340287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -1340290.250000 Penalty: 926.492126
	Iteration 71Q: 3 clusters Score -1340290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -1340290.000000 Penalty: 926.492126
	Iteration 72Q: 3 clusters Score -1340290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -1340292.875000 Penalty: 926.492126
	Iteration 73Q: 3 clusters Score -1340293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -1340291.375000 Penalty: 926.492126
	Iteration 74Q: 3 clusters Score -1340291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -1340295.125000 Penalty: 926.492126
	Iteration 75Q: 3 clusters Score -1340295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -1340294.500000 Penalty: 926.492126
	Iteration 76Q: 3 clusters Score -1340294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -1340292.375000 Penalty: 926.492126
	Iteration 77Q: 3 clusters Score -1340292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -1340296.000000 Penalty: 926.492126
	Iteration 78Q: 3 clusters Score -1340296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -1340296.875000 Penalty: 926.492126
	Iteration 79Q: 3 clusters Score -1340297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -1340298.000000 Penalty: 926.492126
	Iteration 80F: 3 clusters Score -1340298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1340299.000000 Penalty: 926.492126
	Iteration 81Q: 3 clusters Score -1340299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -1340297.500000 Penalty: 926.492126
	Iteration 82Q: 3 clusters Score -1340298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -1340298.500000 Penalty: 926.492126
	Iteration 83Q: 3 clusters Score -1340298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -1340299.250000 Penalty: 926.492126
	Iteration 84Q: 3 clusters Score -1340299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -1340299.250000 Penalty: 926.492126
	Iteration 85F: 3 clusters Score -1340299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -6144.292969 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -6144.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5926.825684 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -5926.826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6028.124512 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -6028.125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6049.852539 Penalty: 462.971283
	Iteration 2F: 3 clusters Score -6049.853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6064.308594 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -6064.309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6075.826172 Penalty: 462.971283
	Iteration 4Q: 3 clusters Score -6075.826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6081.530273 Penalty: 462.971283
	Iteration 5Q: 3 clusters Score -6081.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6087.578125 Penalty: 462.971283
	Iteration 6Q: 3 clusters Score -6087.578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6094.739258 Penalty: 462.971283
	Iteration 7Q: 3 clusters Score -6094.739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6094.739258 Penalty: 462.971283
	Iteration 8F: 3 clusters Score -6094.739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -14278.509766 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -14278.51 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 157 members 
Entering Unmasked Estep 
Score: -13899.831055 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -13899.83 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14007.211914 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -14007.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14028.746094 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -14028.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14047.055664 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -14047.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14061.465820 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -14061.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14086.536133 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -14086.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14103.416992 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -14103.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14115.368164 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -14115.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14124.167969 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -14124.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14127.902344 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -14127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14128.381836 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -14128.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14128.724609 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -14128.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14128.724609 Penalty: 527.992737
	Iteration 12F: 3 clusters Score -14128.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (351466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351466 members 
Entering Unmasked Estep 
Score: -16745561.000000 Penalty: 581.028992
	Iteration 0F: 2 clusters Score -1.674556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 175638 members 
Entering Unmasked Estep 
Score: -16515607.000000 Penalty: 1162.057983
	Iteration 0F: 3 clusters Score -1.651561e+07 nChanged 173663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184333 members 
Mstep: Class 2 contains 167133 members 
Entering Unmasked Estep 
Score: -16623238.000000 Penalty: 1162.057983
	Iteration 1F: 3 clusters Score -1.662324e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186243 members 
Mstep: Class 2 contains 165223 members 
Entering Unmasked Estep 
Score: -16628115.000000 Penalty: 1162.057983
	Iteration 2Q: 3 clusters Score -1.662812e+07 nChanged 16813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187874 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -16637701.000000 Penalty: 1162.057983
	Iteration 3Q: 3 clusters Score -1.66377e+07 nChanged 21353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188479 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -16653666.000000 Penalty: 1162.057983
	Iteration 4F: 3 clusters Score -1.665367e+07 nChanged 24951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187598 members 
Mstep: Class 2 contains 163868 members 
Entering Unmasked Estep 
Score: -16674213.000000 Penalty: 1162.057983
	Iteration 5F: 3 clusters Score -1.667421e+07 nChanged 22643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185733 members 
Mstep: Class 2 contains 165733 members 
Entering Unmasked Estep 
Score: -16687149.000000 Penalty: 1162.057983
	Iteration 6F: 3 clusters Score -1.668715e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183593 members 
Mstep: Class 2 contains 167873 members 
Entering Unmasked Estep 
Score: -16690744.000000 Penalty: 1162.057983
	Iteration 7Q: 3 clusters Score -1.669074e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181592 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -16691531.000000 Penalty: 1162.057983
	Iteration 8Q: 3 clusters Score -1.669153e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179453 members 
Mstep: Class 2 contains 172013 members 
Entering Unmasked Estep 
Score: -16691807.000000 Penalty: 1162.057983
	Iteration 9Q: 3 clusters Score -1.669181e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177247 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -16691931.000000 Penalty: 1162.057983
	Iteration 10Q: 3 clusters Score -1.669193e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174793 members 
Mstep: Class 2 contains 176673 members 
Entering Unmasked Estep 
Score: -16692194.000000 Penalty: 1162.057983
	Iteration 11Q: 3 clusters Score -1.669219e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172207 members 
Mstep: Class 2 contains 179259 members 
Entering Unmasked Estep 
Score: -16692619.000000 Penalty: 1162.057983
	Iteration 12Q: 3 clusters Score -1.669262e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 181881 members 
Entering Unmasked Estep 
Score: -16693105.000000 Penalty: 1162.057983
	Iteration 13Q: 3 clusters Score -1.66931e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166776 members 
Mstep: Class 2 contains 184690 members 
Entering Unmasked Estep 
Score: -16693421.000000 Penalty: 1162.057983
	Iteration 14Q: 3 clusters Score -1.669342e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163803 members 
Mstep: Class 2 contains 187663 members 
Entering Unmasked Estep 
Score: -16693620.000000 Penalty: 1162.057983
	Iteration 15Q: 3 clusters Score -1.669362e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160699 members 
Mstep: Class 2 contains 190767 members 
Entering Unmasked Estep 
Score: -16694050.000000 Penalty: 1162.057983
	Iteration 16Q: 3 clusters Score -1.669405e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157305 members 
Mstep: Class 2 contains 194161 members 
Entering Unmasked Estep 
Score: -16694506.000000 Penalty: 1162.057983
	Iteration 17Q: 3 clusters Score -1.669451e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153697 members 
Mstep: Class 2 contains 197769 members 
Entering Unmasked Estep 
Score: -16694841.000000 Penalty: 1162.057983
	Iteration 18Q: 3 clusters Score -1.669484e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 201615 members 
Entering Unmasked Estep 
Score: -16695391.000000 Penalty: 1162.057983
	Iteration 19Q: 3 clusters Score -1.669539e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146014 members 
Mstep: Class 2 contains 205452 members 
Entering Unmasked Estep 
Score: -16696022.000000 Penalty: 1162.057983
	Iteration 20F: 3 clusters Score -1.669602e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 209436 members 
Entering Unmasked Estep 
Score: -16696707.000000 Penalty: 1162.057983
	Iteration 21Q: 3 clusters Score -1.669671e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137868 members 
Mstep: Class 2 contains 213598 members 
Entering Unmasked Estep 
Score: -16697460.000000 Penalty: 1162.057983
	Iteration 22Q: 3 clusters Score -1.669746e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133692 members 
Mstep: Class 2 contains 217774 members 
Entering Unmasked Estep 
Score: -16698310.000000 Penalty: 1162.057983
	Iteration 23Q: 3 clusters Score -1.669831e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129456 members 
Mstep: Class 2 contains 222010 members 
Entering Unmasked Estep 
Score: -16699082.000000 Penalty: 1162.057983
	Iteration 24Q: 3 clusters Score -1.669908e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125080 members 
Mstep: Class 2 contains 226386 members 
Entering Unmasked Estep 
Score: -16700046.000000 Penalty: 1162.057983
	Iteration 25Q: 3 clusters Score -1.670005e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120499 members 
Mstep: Class 2 contains 230967 members 
Entering Unmasked Estep 
Score: -16701249.000000 Penalty: 1162.057983
	Iteration 26Q: 3 clusters Score -1.670125e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 235608 members 
Entering Unmasked Estep 
Score: -16702221.000000 Penalty: 1162.057983
	Iteration 27Q: 3 clusters Score -1.670222e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 240413 members 
Entering Unmasked Estep 
Score: -16703355.000000 Penalty: 1162.057983
	Iteration 28Q: 3 clusters Score -1.670336e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106226 members 
Mstep: Class 2 contains 245240 members 
Entering Unmasked Estep 
Score: -16704761.000000 Penalty: 1162.057983
	Iteration 29Q: 3 clusters Score -1.670476e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 250180 members 
Entering Unmasked Estep 
Score: -16706038.000000 Penalty: 1162.057983
	Iteration 30Q: 3 clusters Score -1.670604e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 255303 members 
Entering Unmasked Estep 
Score: -16707447.000000 Penalty: 1162.057983
	Iteration 31Q: 3 clusters Score -1.670745e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 260453 members 
Entering Unmasked Estep 
Score: -16708953.000000 Penalty: 1162.057983
	Iteration 32Q: 3 clusters Score -1.670895e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 265591 members 
Entering Unmasked Estep 
Score: -16710647.000000 Penalty: 1162.057983
	Iteration 33Q: 3 clusters Score -1.671065e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 270572 members 
Entering Unmasked Estep 
Score: -16712166.000000 Penalty: 1162.057983
	Iteration 34Q: 3 clusters Score -1.671217e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 275483 members 
Entering Unmasked Estep 
Score: -16713497.000000 Penalty: 1162.057983
	Iteration 35Q: 3 clusters Score -1.67135e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 280286 members 
Entering Unmasked Estep 
Score: -16715106.000000 Penalty: 1162.057983
	Iteration 36Q: 3 clusters Score -1.671511e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 284890 members 
Entering Unmasked Estep 
Score: -16716653.000000 Penalty: 1162.057983
	Iteration 37Q: 3 clusters Score -1.671665e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 289307 members 
Entering Unmasked Estep 
Score: -16719419.000000 Penalty: 1162.057983
	Iteration 38Q: 3 clusters Score -1.671942e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 293715 members 
Entering Unmasked Estep 
Score: -16722598.000000 Penalty: 1162.057983
	Iteration 39Q: 3 clusters Score -1.67226e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 298266 members 
Entering Unmasked Estep 
Score: -16725830.000000 Penalty: 1162.057983
	Iteration 40F: 3 clusters Score -1.672583e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 303262 members 
Entering Unmasked Estep 
Score: -16729199.000000 Penalty: 1162.057983
	Iteration 41Q: 3 clusters Score -1.67292e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 308234 members 
Entering Unmasked Estep 
Score: -16731932.000000 Penalty: 1162.057983
	Iteration 42Q: 3 clusters Score -1.673193e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 313138 members 
Entering Unmasked Estep 
Score: -16734132.000000 Penalty: 1162.057983
	Iteration 43Q: 3 clusters Score -1.673413e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 317977 members 
Entering Unmasked Estep 
Score: -16735876.000000 Penalty: 1162.057983
	Iteration 44Q: 3 clusters Score -1.673588e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 322696 members 
Entering Unmasked Estep 
Score: -16737092.000000 Penalty: 1162.057983
	Iteration 45Q: 3 clusters Score -1.673709e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 327268 members 
Entering Unmasked Estep 
Score: -16738199.000000 Penalty: 1162.057983
	Iteration 46Q: 3 clusters Score -1.67382e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 331747 members 
Entering Unmasked Estep 
Score: -16739222.000000 Penalty: 1162.057983
	Iteration 47Q: 3 clusters Score -1.673922e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 336053 members 
Entering Unmasked Estep 
Score: -16740392.000000 Penalty: 1162.057983
	Iteration 48Q: 3 clusters Score -1.674039e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 340291 members 
Entering Unmasked Estep 
Score: -16741568.000000 Penalty: 1162.057983
	Iteration 49Q: 3 clusters Score -1.674157e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 344126 members 
Entering Unmasked Estep 
Score: -16742930.000000 Penalty: 1162.057983
	Iteration 50Q: 3 clusters Score -1.674293e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 347150 members 
Entering Unmasked Estep 
Score: -16743844.000000 Penalty: 1162.057983
	Iteration 51Q: 3 clusters Score -1.674384e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 349205 members 
Entering Unmasked Estep 
Score: -16744549.000000 Penalty: 1162.057983
	Iteration 52Q: 3 clusters Score -1.674455e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 350369 members 
Entering Unmasked Estep 
Score: -16744863.000000 Penalty: 1162.057983
	Iteration 53Q: 3 clusters Score -1.674486e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 350929 members 
Entering Unmasked Estep 
Score: -16745010.000000 Penalty: 1162.057983
	Iteration 54Q: 3 clusters Score -1.674501e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 351148 members 
Entering Unmasked Estep 
Score: -16745064.000000 Penalty: 1162.057983
	Iteration 55Q: 3 clusters Score -1.674506e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 351242 members 
Entering Unmasked Estep 
Score: -16745090.000000 Penalty: 1162.057983
	Iteration 56Q: 3 clusters Score -1.674509e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351280 members 
Entering Unmasked Estep 
Score: -16745087.000000 Penalty: 1162.057983
	Iteration 57Q: 3 clusters Score -1.674509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 351301 members 
Entering Unmasked Estep 
Score: -16745107.000000 Penalty: 1162.057983
	Iteration 58Q: 3 clusters Score -1.674511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 351311 members 
Entering Unmasked Estep 
Score: -16745110.000000 Penalty: 1162.057983
	Iteration 59Q: 3 clusters Score -1.674511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 351320 members 
Entering Unmasked Estep 
Score: -16745106.000000 Penalty: 1162.057983
	Iteration 60F: 3 clusters Score -1.674511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 351324 members 
Entering Unmasked Estep 
Score: -16745105.000000 Penalty: 1162.057983
	Iteration 61Q: 3 clusters Score -1.67451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 351327 members 
Entering Unmasked Estep 
Score: -16745115.000000 Penalty: 1162.057983
	Iteration 62Q: 3 clusters Score -1.674512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 351328 members 
Entering Unmasked Estep 
Score: -16745103.000000 Penalty: 1162.057983
	Iteration 63Q: 3 clusters Score -1.67451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 351329 members 
Entering Unmasked Estep 
Score: -16745105.000000 Penalty: 1162.057983
	Iteration 64Q: 3 clusters Score -1.67451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 351327 members 
Entering Unmasked Estep 
Score: -16745109.000000 Penalty: 1162.057983
	Iteration 65Q: 3 clusters Score -1.674511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 351326 members 
Entering Unmasked Estep 
Score: -16745109.000000 Penalty: 1162.057983
	Iteration 66Q: 3 clusters Score -1.674511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 351325 members 
Entering Unmasked Estep 
Score: -16745115.000000 Penalty: 1162.057983
	Iteration 67Q: 3 clusters Score -1.674512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 351326 members 
Entering Unmasked Estep 
Score: -16745113.000000 Penalty: 1162.057983
	Iteration 68Q: 3 clusters Score -1.674511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 351327 members 
Entering Unmasked Estep 
Score: -16745116.000000 Penalty: 1162.057983
	Iteration 69Q: 3 clusters Score -1.674512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 351328 members 
Entering Unmasked Estep 
Score: -16745115.000000 Penalty: 1162.057983
	Iteration 70Q: 3 clusters Score -1.674512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 351329 members 
Entering Unmasked Estep 
Score: -16745116.000000 Penalty: 1162.057983
	Iteration 71Q: 3 clusters Score -1.674512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 351329 members 
Entering Unmasked Estep 
Score: -16745116.000000 Penalty: 1162.057983
	Iteration 72F: 3 clusters Score -1.674512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -6524.409180 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -6524.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6286.478516 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6286.479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6326.759277 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -6326.759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6337.242676 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -6337.243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6343.035645 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -6343.036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6343.979004 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -6343.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6343.979004 Penalty: 455.359100
	Iteration 5F: 3 clusters Score -6343.979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -9682.659180 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -9682.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9367.467773 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -9367.468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9424.761719 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -9424.762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9436.747070 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -9436.747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9441.268555 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -9441.269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9445.216797 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -9445.217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9445.954102 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -9445.954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9445.954102 Penalty: 500.614502
	Iteration 6F: 3 clusters Score -9445.954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -10950.163086 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -10950.16 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 137 members 
Entering Unmasked Estep 
Score: -10642.587891 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -10642.59 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10737.349609 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -10737.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10759.728516 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -10759.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10774.837891 Penalty: 514.376526
	Iteration 3Q: 3 clusters Score -10774.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10786.203125 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -10786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10795.462891 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -10795.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10797.697266 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -10797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10799.114258 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -10799.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10800.663086 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -10800.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10804.006836 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -10804.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10804.006836 Penalty: 514.376526
	Iteration 10F: 3 clusters Score -10804.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -102841.890625 Penalty: 348.082672
	Iteration 0F: 2 clusters Score -102841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -101333.906250 Penalty: 696.165344
	Iteration 0F: 3 clusters Score -101333.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -101813.710938 Penalty: 696.165344
	Iteration 1F: 3 clusters Score -101813.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -101874.664062 Penalty: 696.165344
	Iteration 2F: 3 clusters Score -101874.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -101936.757812 Penalty: 696.165344
	Iteration 3F: 3 clusters Score -101936.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -101989.765625 Penalty: 696.165344
	Iteration 4Q: 3 clusters Score -101989.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -102044.109375 Penalty: 696.165344
	Iteration 5Q: 3 clusters Score -102044.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -102121.414062 Penalty: 696.165344
	Iteration 6F: 3 clusters Score -102121.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -102204.515625 Penalty: 696.165344
	Iteration 7F: 3 clusters Score -102204.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -102313.117188 Penalty: 696.165344
	Iteration 8F: 3 clusters Score -102313.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -102436.398438 Penalty: 696.165344
	Iteration 9F: 3 clusters Score -102436.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -102533.554688 Penalty: 696.165344
	Iteration 10Q: 3 clusters Score -102533.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -102575.007812 Penalty: 696.165344
	Iteration 11Q: 3 clusters Score -102575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -102590.875000 Penalty: 696.165344
	Iteration 12Q: 3 clusters Score -102590.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -102603.632812 Penalty: 696.165344
	Iteration 13Q: 3 clusters Score -102603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -102611.117188 Penalty: 696.165344
	Iteration 14Q: 3 clusters Score -102611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -102615.796875 Penalty: 696.165344
	Iteration 15Q: 3 clusters Score -102615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -102616.687500 Penalty: 696.165344
	Iteration 16Q: 3 clusters Score -102616.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -102616.687500 Penalty: 696.165344
	Iteration 17F: 3 clusters Score -102616.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -103773.875000 Penalty: 349.004517
	Iteration 0F: 2 clusters Score -103773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -102264.960938 Penalty: 698.009033
	Iteration 0F: 3 clusters Score -102265 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -102731.046875 Penalty: 698.009033
	Iteration 1F: 3 clusters Score -102731 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -102833.929688 Penalty: 698.009033
	Iteration 2F: 3 clusters Score -102833.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -102961.289062 Penalty: 698.009033
	Iteration 3F: 3 clusters Score -102961.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -103081.312500 Penalty: 698.009033
	Iteration 4F: 3 clusters Score -103081.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -103182.468750 Penalty: 698.009033
	Iteration 5F: 3 clusters Score -103182.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -103298.195312 Penalty: 698.009033
	Iteration 6F: 3 clusters Score -103298.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -103389.304688 Penalty: 698.009033
	Iteration 7Q: 3 clusters Score -103389.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -103462.968750 Penalty: 698.009033
	Iteration 8Q: 3 clusters Score -103463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103504.937500 Penalty: 698.009033
	Iteration 9Q: 3 clusters Score -103504.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103533.960938 Penalty: 698.009033
	Iteration 10Q: 3 clusters Score -103534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -103542.414062 Penalty: 698.009033
	Iteration 11Q: 3 clusters Score -103542.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103551.609375 Penalty: 698.009033
	Iteration 12Q: 3 clusters Score -103551.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103555.929688 Penalty: 698.009033
	Iteration 13Q: 3 clusters Score -103555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103561.250000 Penalty: 698.009033
	Iteration 14Q: 3 clusters Score -103561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103565.171875 Penalty: 698.009033
	Iteration 15Q: 3 clusters Score -103565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103567.140625 Penalty: 698.009033
	Iteration 16Q: 3 clusters Score -103567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103568.890625 Penalty: 698.009033
	Iteration 17Q: 3 clusters Score -103568.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103570.085938 Penalty: 698.009033
	Iteration 18Q: 3 clusters Score -103570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103571.640625 Penalty: 698.009033
	Iteration 19Q: 3 clusters Score -103571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103572.140625 Penalty: 698.009033
	Iteration 20F: 3 clusters Score -103572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103573.132812 Penalty: 698.009033
	Iteration 21Q: 3 clusters Score -103573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103573.242188 Penalty: 698.009033
	Iteration 22Q: 3 clusters Score -103573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103573.242188 Penalty: 698.009033
	Iteration 23F: 3 clusters Score -103573.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -241456.250000 Penalty: 386.936920
	Iteration 0F: 2 clusters Score -241456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -238101.234375 Penalty: 773.873840
	Iteration 0F: 3 clusters Score -238101.2 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -239349.328125 Penalty: 773.873840
	Iteration 1F: 3 clusters Score -239349.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -239462.437500 Penalty: 773.873840
	Iteration 2F: 3 clusters Score -239462.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -239610.281250 Penalty: 773.873840
	Iteration 3F: 3 clusters Score -239610.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -239780.203125 Penalty: 773.873840
	Iteration 4F: 3 clusters Score -239780.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -240018.156250 Penalty: 773.873840
	Iteration 5F: 3 clusters Score -240018.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -240325.671875 Penalty: 773.873840
	Iteration 6F: 3 clusters Score -240325.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -240615.656250 Penalty: 773.873840
	Iteration 7F: 3 clusters Score -240615.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -240788.718750 Penalty: 773.873840
	Iteration 8Q: 3 clusters Score -240788.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -240865.609375 Penalty: 773.873840
	Iteration 9Q: 3 clusters Score -240865.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -240908.078125 Penalty: 773.873840
	Iteration 10Q: 3 clusters Score -240908.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -240934.218750 Penalty: 773.873840
	Iteration 11Q: 3 clusters Score -240934.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -240954.203125 Penalty: 773.873840
	Iteration 12Q: 3 clusters Score -240954.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -240967.468750 Penalty: 773.873840
	Iteration 13Q: 3 clusters Score -240967.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -240977.312500 Penalty: 773.873840
	Iteration 14Q: 3 clusters Score -240977.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -240983.156250 Penalty: 773.873840
	Iteration 15Q: 3 clusters Score -240983.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -240989.562500 Penalty: 773.873840
	Iteration 16Q: 3 clusters Score -240989.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -240995.265625 Penalty: 773.873840
	Iteration 17Q: 3 clusters Score -240995.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -241002.906250 Penalty: 773.873840
	Iteration 18Q: 3 clusters Score -241002.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -241011.671875 Penalty: 773.873840
	Iteration 19Q: 3 clusters Score -241011.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -241025.890625 Penalty: 773.873840
	Iteration 20F: 3 clusters Score -241025.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -241036.265625 Penalty: 773.873840
	Iteration 21Q: 3 clusters Score -241036.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -241046.515625 Penalty: 773.873840
	Iteration 22Q: 3 clusters Score -241046.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -241055.875000 Penalty: 773.873840
	Iteration 23Q: 3 clusters Score -241055.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -241065.671875 Penalty: 773.873840
	Iteration 24Q: 3 clusters Score -241065.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -241072.812500 Penalty: 773.873840
	Iteration 25Q: 3 clusters Score -241072.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -241081.671875 Penalty: 773.873840
	Iteration 26Q: 3 clusters Score -241081.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -241089.687500 Penalty: 773.873840
	Iteration 27Q: 3 clusters Score -241089.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -241096.796875 Penalty: 773.873840
	Iteration 28Q: 3 clusters Score -241096.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -241101.281250 Penalty: 773.873840
	Iteration 29Q: 3 clusters Score -241101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -241105.140625 Penalty: 773.873840
	Iteration 30Q: 3 clusters Score -241105.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -241110.265625 Penalty: 773.873840
	Iteration 31Q: 3 clusters Score -241110.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -241116.453125 Penalty: 773.873840
	Iteration 32Q: 3 clusters Score -241116.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -241123.406250 Penalty: 773.873840
	Iteration 33Q: 3 clusters Score -241123.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -241128.906250 Penalty: 773.873840
	Iteration 34Q: 3 clusters Score -241128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -241135.531250 Penalty: 773.873840
	Iteration 35Q: 3 clusters Score -241135.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -241145.890625 Penalty: 773.873840
	Iteration 36Q: 3 clusters Score -241145.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -241154.375000 Penalty: 773.873840
	Iteration 37Q: 3 clusters Score -241154.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -241160.718750 Penalty: 773.873840
	Iteration 38Q: 3 clusters Score -241160.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -241163.531250 Penalty: 773.873840
	Iteration 39Q: 3 clusters Score -241163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -241166.156250 Penalty: 773.873840
	Iteration 40F: 3 clusters Score -241166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -241168.156250 Penalty: 773.873840
	Iteration 41Q: 3 clusters Score -241168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -241168.968750 Penalty: 773.873840
	Iteration 42Q: 3 clusters Score -241169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -241169.015625 Penalty: 773.873840
	Iteration 43Q: 3 clusters Score -241169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -241169.609375 Penalty: 773.873840
	Iteration 44Q: 3 clusters Score -241169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -241170.281250 Penalty: 773.873840
	Iteration 45Q: 3 clusters Score -241170.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -241170.281250 Penalty: 773.873840
	Iteration 46F: 3 clusters Score -241170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -2015.797852 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -2015.798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1856.888184 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1856.888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1872.902588 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1872.903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1874.228027 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1874.228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1874.228027 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -1874.228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15480.271484 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15480.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15074.567383 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15074.57 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15190.784180 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15190.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15238.936523 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15238.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15265.821289 Penalty: 534.618713
	Iteration 3F: 3 clusters Score -15265.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15281.704102 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15296.307617 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15296.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15305.022461 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15305.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15314.894531 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15314.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15317.913086 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15317.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15317.913086 Penalty: 534.618713
	Iteration 9F: 3 clusters Score -15317.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -7528.906250 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -7528.906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7242.511230 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -7242.511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7304.916016 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -7304.916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7325.791992 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -7325.792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7330.661621 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -7330.662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7333.035156 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -7333.035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7335.015625 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -7335.016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7340.392578 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -7340.393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7346.367676 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -7346.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7352.783691 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -7352.784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7364.964844 Penalty: 474.063232
	Iteration 9Q: 3 clusters Score -7364.965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7370.012695 Penalty: 474.063232
	Iteration 10Q: 3 clusters Score -7370.013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7372.199707 Penalty: 474.063232
	Iteration 11Q: 3 clusters Score -7372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7372.199707 Penalty: 474.063232
	Iteration 12F: 3 clusters Score -7372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -28344.949219 Penalty: 298.911407
	Iteration 0F: 2 clusters Score -28344.95 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 346 members 
Entering Unmasked Estep 
Score: -27731.015625 Penalty: 597.822815
	Iteration 0F: 3 clusters Score -27731.02 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27926.349609 Penalty: 597.822815
	Iteration 1F: 3 clusters Score -27926.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27956.365234 Penalty: 597.822815
	Iteration 2F: 3 clusters Score -27956.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27993.681641 Penalty: 597.822815
	Iteration 3F: 3 clusters Score -27993.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28056.343750 Penalty: 597.822815
	Iteration 4F: 3 clusters Score -28056.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28126.035156 Penalty: 597.822815
	Iteration 5F: 3 clusters Score -28126.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28198.867188 Penalty: 597.822815
	Iteration 6F: 3 clusters Score -28198.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28252.671875 Penalty: 597.822815
	Iteration 7Q: 3 clusters Score -28252.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28302.078125 Penalty: 597.822815
	Iteration 8Q: 3 clusters Score -28302.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28366.236328 Penalty: 597.822815
	Iteration 9Q: 3 clusters Score -28366.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28401.974609 Penalty: 597.822815
	Iteration 10Q: 3 clusters Score -28401.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28429.386719 Penalty: 597.822815
	Iteration 11Q: 3 clusters Score -28429.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28437.966797 Penalty: 597.822815
	Iteration 12Q: 3 clusters Score -28437.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28444.392578 Penalty: 597.822815
	Iteration 13Q: 3 clusters Score -28444.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28446.480469 Penalty: 597.822815
	Iteration 14Q: 3 clusters Score -28446.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28446.595703 Penalty: 597.822815
	Iteration 15Q: 3 clusters Score -28446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28446.595703 Penalty: 597.822815
	Iteration 16F: 3 clusters Score -28446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29193 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26403 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351466 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 355 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 358 members 
Entering Unmasked Estep 
Score: -28386918.000000 Penalty: 15756.258789
Splitting cluster 24 changes total score from -28387126.000000 to -28386918.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -25082.449219 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -25082.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24513.474609 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -24513.47 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24698.054688 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -24698.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24755.669922 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -24755.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24808.203125 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -24808.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24857.078125 Penalty: 584.071228
	Iteration 4F: 3 clusters Score -24857.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24918.027344 Penalty: 584.071228
	Iteration 5F: 3 clusters Score -24918.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -24984.826172 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -24984.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -25011.376953 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -25011.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25036.457031 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -25036.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25054.783203 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -25054.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25064.775391 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -25064.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25066.013672 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -25066.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25066.179688 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -25066.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25066.179688 Penalty: 584.071228
	Iteration 13F: 3 clusters Score -25066.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29193 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26403 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351466 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387126.000000 Penalty: 15150.249023
Iteration 119F: 26 clusters Score -2.838713e+07 nChanged 0
Entering ConstructFrom: 
Score: -28387126.000000 Penalty: 15150.249023
Entering ConstructFrom: 
Trying to split cluster 1 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -50425.871094 Penalty: 319.255737
	Iteration 0F: 2 clusters Score -50425.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -49562.144531 Penalty: 638.511475
	Iteration 0F: 3 clusters Score -49562.14 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49824.855469 Penalty: 638.511475
	Iteration 1F: 3 clusters Score -49824.86 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -49907.675781 Penalty: 638.511475
	Iteration 2F: 3 clusters Score -49907.68 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -49950.472656 Penalty: 638.511475
	Iteration 3F: 3 clusters Score -49950.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -49981.695312 Penalty: 638.511475
	Iteration 4Q: 3 clusters Score -49981.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -49998.511719 Penalty: 638.511475
	Iteration 5Q: 3 clusters Score -49998.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -50022.140625 Penalty: 638.511475
	Iteration 6Q: 3 clusters Score -50022.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -50048.628906 Penalty: 638.511475
	Iteration 7Q: 3 clusters Score -50048.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -50067.773438 Penalty: 638.511475
	Iteration 8Q: 3 clusters Score -50067.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -50080.777344 Penalty: 638.511475
	Iteration 9Q: 3 clusters Score -50080.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -50092.281250 Penalty: 638.511475
	Iteration 10Q: 3 clusters Score -50092.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -50107.066406 Penalty: 638.511475
	Iteration 11Q: 3 clusters Score -50107.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -50123.312500 Penalty: 638.511475
	Iteration 12Q: 3 clusters Score -50123.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50135.468750 Penalty: 638.511475
	Iteration 13Q: 3 clusters Score -50135.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -50145.882812 Penalty: 638.511475
	Iteration 14Q: 3 clusters Score -50145.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50155.257812 Penalty: 638.511475
	Iteration 15Q: 3 clusters Score -50155.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -50177.070312 Penalty: 638.511475
	Iteration 16Q: 3 clusters Score -50177.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -50207.695312 Penalty: 638.511475
	Iteration 17Q: 3 clusters Score -50207.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -50237.589844 Penalty: 638.511475
	Iteration 18Q: 3 clusters Score -50237.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -50265.472656 Penalty: 638.511475
	Iteration 19Q: 3 clusters Score -50265.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -50286.730469 Penalty: 638.511475
	Iteration 20F: 3 clusters Score -50286.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -50310.605469 Penalty: 638.511475
	Iteration 21Q: 3 clusters Score -50310.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50338.824219 Penalty: 638.511475
	Iteration 22Q: 3 clusters Score -50338.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -50361.292969 Penalty: 638.511475
	Iteration 23Q: 3 clusters Score -50361.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50400.859375 Penalty: 638.511475
	Iteration 24Q: 3 clusters Score -50400.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50426.363281 Penalty: 638.511475
	Iteration 25Q: 3 clusters Score -50426.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -50441.152344 Penalty: 638.511475
	Iteration 26Q: 3 clusters Score -50441.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50443.667969 Penalty: 638.511475
	Iteration 27Q: 3 clusters Score -50443.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50444.250000 Penalty: 638.511475
	Iteration 28Q: 3 clusters Score -50444.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50444.875000 Penalty: 638.511475
	Iteration 29Q: 3 clusters Score -50444.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50444.875000 Penalty: 638.511475
	Iteration 30F: 3 clusters Score -50444.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29193 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26403 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351466 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 414 members 
Entering Unmasked Estep 
Score: -28386866.000000 Penalty: 15756.258789
Splitting cluster 1 changes total score from -28387126.000000 to -28386866.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (43975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Entering Unmasked Estep 
Score: -2010803.250000 Penalty: 486.457642
	Iteration 0F: 2 clusters Score -2010803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -1981451.250000 Penalty: 972.915283
	Iteration 0F: 3 clusters Score -1981451 nChanged 21323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1995229.250000 Penalty: 972.915283
	Iteration 1F: 3 clusters Score -1995229 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1996997.125000 Penalty: 972.915283
	Iteration 2F: 3 clusters Score -1996997 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1999940.375000 Penalty: 972.915283
	Iteration 3F: 3 clusters Score -1999940 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2003734.375000 Penalty: 972.915283
	Iteration 4F: 3 clusters Score -2003734 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2007219.250000 Penalty: 972.915283
	Iteration 5F: 3 clusters Score -2007219 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2009231.500000 Penalty: 972.915283
	Iteration 6Q: 3 clusters Score -2009232 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2009982.250000 Penalty: 972.915283
	Iteration 7Q: 3 clusters Score -2009982 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2010274.875000 Penalty: 972.915283
	Iteration 8Q: 3 clusters Score -2010275 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2010382.125000 Penalty: 972.915283
	Iteration 9Q: 3 clusters Score -2010382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2010440.375000 Penalty: 972.915283
	Iteration 10Q: 3 clusters Score -2010440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2010474.625000 Penalty: 972.915283
	Iteration 11Q: 3 clusters Score -2010475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2010489.875000 Penalty: 972.915283
	Iteration 12Q: 3 clusters Score -2010490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2010498.125000 Penalty: 972.915283
	Iteration 13Q: 3 clusters Score -2010498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2010501.750000 Penalty: 972.915283
	Iteration 14Q: 3 clusters Score -2010502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2010514.125000 Penalty: 972.915283
	Iteration 15Q: 3 clusters Score -2010514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2010521.000000 Penalty: 972.915283
	Iteration 16Q: 3 clusters Score -2010521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2010532.000000 Penalty: 972.915283
	Iteration 17Q: 3 clusters Score -2010532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2010539.875000 Penalty: 972.915283
	Iteration 18Q: 3 clusters Score -2010540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2010541.250000 Penalty: 972.915283
	Iteration 19Q: 3 clusters Score -2010541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2010544.750000 Penalty: 972.915283
	Iteration 20F: 3 clusters Score -2010545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2010549.625000 Penalty: 972.915283
	Iteration 21Q: 3 clusters Score -2010550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2010552.125000 Penalty: 972.915283
	Iteration 22Q: 3 clusters Score -2010552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2010554.875000 Penalty: 972.915283
	Iteration 23Q: 3 clusters Score -2010555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2010556.625000 Penalty: 972.915283
	Iteration 24Q: 3 clusters Score -2010557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2010559.375000 Penalty: 972.915283
	Iteration 25Q: 3 clusters Score -2010559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2010559.375000 Penalty: 972.915283
	Iteration 26F: 3 clusters Score -2010559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Entering Unmasked Estep 
Score: -5247114.500000 Penalty: 526.950989
	Iteration 0F: 2 clusters Score -5247114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -5174660.000000 Penalty: 1053.901978
	Iteration 0F: 3 clusters Score -5174660 nChanged 52375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -5206931.000000 Penalty: 1053.901978
	Iteration 1F: 3 clusters Score -5206931 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -5208709.500000 Penalty: 1053.901978
	Iteration 2Q: 3 clusters Score -5208710 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -5211109.500000 Penalty: 1053.901978
	Iteration 3Q: 3 clusters Score -5211110 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -5214378.500000 Penalty: 1053.901978
	Iteration 4F: 3 clusters Score -5214378 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -5218551.500000 Penalty: 1053.901978
	Iteration 5F: 3 clusters Score -5218552 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -5222845.500000 Penalty: 1053.901978
	Iteration 6F: 3 clusters Score -5222846 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5226257.000000 Penalty: 1053.901978
	Iteration 7F: 3 clusters Score -5226257 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -5228351.000000 Penalty: 1053.901978
	Iteration 8Q: 3 clusters Score -5228351 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5229423.500000 Penalty: 1053.901978
	Iteration 9Q: 3 clusters Score -5229424 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -5230112.000000 Penalty: 1053.901978
	Iteration 10Q: 3 clusters Score -5230112 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -5230612.000000 Penalty: 1053.901978
	Iteration 11Q: 3 clusters Score -5230612 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -5231137.000000 Penalty: 1053.901978
	Iteration 12Q: 3 clusters Score -5231137 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -5231539.000000 Penalty: 1053.901978
	Iteration 13Q: 3 clusters Score -5231539 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -5231954.000000 Penalty: 1053.901978
	Iteration 14Q: 3 clusters Score -5231954 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -5232386.000000 Penalty: 1053.901978
	Iteration 15Q: 3 clusters Score -5232386 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -5232834.000000 Penalty: 1053.901978
	Iteration 16Q: 3 clusters Score -5232834 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5233280.500000 Penalty: 1053.901978
	Iteration 17Q: 3 clusters Score -5233280 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5233757.000000 Penalty: 1053.901978
	Iteration 18Q: 3 clusters Score -5233757 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -5234282.000000 Penalty: 1053.901978
	Iteration 19Q: 3 clusters Score -5234282 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5234869.000000 Penalty: 1053.901978
	Iteration 20F: 3 clusters Score -5234869 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5235411.000000 Penalty: 1053.901978
	Iteration 21Q: 3 clusters Score -5235411 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5236006.500000 Penalty: 1053.901978
	Iteration 22Q: 3 clusters Score -5236006 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -5236693.500000 Penalty: 1053.901978
	Iteration 23Q: 3 clusters Score -5236694 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -5237484.000000 Penalty: 1053.901978
	Iteration 24Q: 3 clusters Score -5237484 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5238398.500000 Penalty: 1053.901978
	Iteration 25Q: 3 clusters Score -5238398 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -5239354.500000 Penalty: 1053.901978
	Iteration 26Q: 3 clusters Score -5239354 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -5240482.000000 Penalty: 1053.901978
	Iteration 27Q: 3 clusters Score -5240482 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -5241727.500000 Penalty: 1053.901978
	Iteration 28Q: 3 clusters Score -5241728 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -5242970.000000 Penalty: 1053.901978
	Iteration 29Q: 3 clusters Score -5242970 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5244100.000000 Penalty: 1053.901978
	Iteration 30Q: 3 clusters Score -5244100 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5244980.000000 Penalty: 1053.901978
	Iteration 31Q: 3 clusters Score -5244980 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5245568.000000 Penalty: 1053.901978
	Iteration 32Q: 3 clusters Score -5245568 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5245939.500000 Penalty: 1053.901978
	Iteration 33Q: 3 clusters Score -5245940 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5246182.500000 Penalty: 1053.901978
	Iteration 34Q: 3 clusters Score -5246182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5246353.000000 Penalty: 1053.901978
	Iteration 35Q: 3 clusters Score -5246353 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5246458.500000 Penalty: 1053.901978
	Iteration 36Q: 3 clusters Score -5246458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106649 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5246520.500000 Penalty: 1053.901978
	Iteration 37Q: 3 clusters Score -5246520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5246562.500000 Penalty: 1053.901978
	Iteration 38Q: 3 clusters Score -5246562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5246594.500000 Penalty: 1053.901978
	Iteration 39Q: 3 clusters Score -5246594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5246607.500000 Penalty: 1053.901978
	Iteration 40F: 3 clusters Score -5246608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5246618.500000 Penalty: 1053.901978
	Iteration 41Q: 3 clusters Score -5246618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106851 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5246624.000000 Penalty: 1053.901978
	Iteration 42Q: 3 clusters Score -5246624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5246627.000000 Penalty: 1053.901978
	Iteration 43Q: 3 clusters Score -5246627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106868 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5246631.500000 Penalty: 1053.901978
	Iteration 44Q: 3 clusters Score -5246632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5246634.500000 Penalty: 1053.901978
	Iteration 45Q: 3 clusters Score -5246634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5246635.000000 Penalty: 1053.901978
	Iteration 46Q: 3 clusters Score -5246635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5246635.000000 Penalty: 1053.901978
	Iteration 47Q: 3 clusters Score -5246635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5246645.500000 Penalty: 1053.901978
	Iteration 48Q: 3 clusters Score -5246646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5246649.500000 Penalty: 1053.901978
	Iteration 49Q: 3 clusters Score -5246650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5246649.500000 Penalty: 1053.901978
	Iteration 50Q: 3 clusters Score -5246650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5246657.500000 Penalty: 1053.901978
	Iteration 51Q: 3 clusters Score -5246658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5246654.500000 Penalty: 1053.901978
	Iteration 52Q: 3 clusters Score -5246654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5246653.500000 Penalty: 1053.901978
	Iteration 53Q: 3 clusters Score -5246654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5246653.000000 Penalty: 1053.901978
	Iteration 54Q: 3 clusters Score -5246653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5246653.000000 Penalty: 1053.901978
	Iteration 55F: 3 clusters Score -5246653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -38148.269531 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -38148.27 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 455 members 
Entering Unmasked Estep 
Score: -37442.324219 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -37442.32 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37657.429688 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -37657.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37691.917969 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -37691.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37709.121094 Penalty: 617.591248
	Iteration 3Q: 3 clusters Score -37709.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37721.816406 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -37721.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -37732.937500 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -37732.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37742.664062 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -37742.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -37748.375000 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -37748.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37752.320312 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -37752.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37756.660156 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -37756.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37764.703125 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -37764.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -37769.093750 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -37769.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37772.003906 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -37772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37774.371094 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -37774.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -37775.367188 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -37775.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -37775.367188 Penalty: 617.591248
	Iteration 15F: 3 clusters Score -37775.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -114532.742188 Penalty: 353.410492
	Iteration 0F: 2 clusters Score -114532.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -112869.054688 Penalty: 706.820984
	Iteration 0F: 3 clusters Score -112869.1 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -113410.867188 Penalty: 706.820984
	Iteration 1F: 3 clusters Score -113410.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -113481.671875 Penalty: 706.820984
	Iteration 2F: 3 clusters Score -113481.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -113529.781250 Penalty: 706.820984
	Iteration 3Q: 3 clusters Score -113529.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -113570.148438 Penalty: 706.820984
	Iteration 4Q: 3 clusters Score -113570.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -113605.335938 Penalty: 706.820984
	Iteration 5Q: 3 clusters Score -113605.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -113630.859375 Penalty: 706.820984
	Iteration 6Q: 3 clusters Score -113630.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -113655.859375 Penalty: 706.820984
	Iteration 7Q: 3 clusters Score -113655.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -113682.859375 Penalty: 706.820984
	Iteration 8Q: 3 clusters Score -113682.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -113713.296875 Penalty: 706.820984
	Iteration 9Q: 3 clusters Score -113713.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -113744.320312 Penalty: 706.820984
	Iteration 10Q: 3 clusters Score -113744.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113762.054688 Penalty: 706.820984
	Iteration 11Q: 3 clusters Score -113762.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -113777.960938 Penalty: 706.820984
	Iteration 12Q: 3 clusters Score -113778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -113793.445312 Penalty: 706.820984
	Iteration 13Q: 3 clusters Score -113793.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -113807.882812 Penalty: 706.820984
	Iteration 14Q: 3 clusters Score -113807.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -113819.515625 Penalty: 706.820984
	Iteration 15Q: 3 clusters Score -113819.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -113829.031250 Penalty: 706.820984
	Iteration 16Q: 3 clusters Score -113829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -113841.453125 Penalty: 706.820984
	Iteration 17Q: 3 clusters Score -113841.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -113848.492188 Penalty: 706.820984
	Iteration 18Q: 3 clusters Score -113848.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -113854.132812 Penalty: 706.820984
	Iteration 19Q: 3 clusters Score -113854.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -113857.781250 Penalty: 706.820984
	Iteration 20F: 3 clusters Score -113857.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -113860.835938 Penalty: 706.820984
	Iteration 21Q: 3 clusters Score -113860.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -113865.039062 Penalty: 706.820984
	Iteration 22Q: 3 clusters Score -113865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -113870.195312 Penalty: 706.820984
	Iteration 23Q: 3 clusters Score -113870.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -113874.718750 Penalty: 706.820984
	Iteration 24Q: 3 clusters Score -113874.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -113879.054688 Penalty: 706.820984
	Iteration 25Q: 3 clusters Score -113879.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -113883.257812 Penalty: 706.820984
	Iteration 26Q: 3 clusters Score -113883.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -113886.289062 Penalty: 706.820984
	Iteration 27Q: 3 clusters Score -113886.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -113888.242188 Penalty: 706.820984
	Iteration 28Q: 3 clusters Score -113888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -113890.320312 Penalty: 706.820984
	Iteration 29Q: 3 clusters Score -113890.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -113891.789062 Penalty: 706.820984
	Iteration 30Q: 3 clusters Score -113891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -113892.804688 Penalty: 706.820984
	Iteration 31Q: 3 clusters Score -113892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -113893.640625 Penalty: 706.820984
	Iteration 32Q: 3 clusters Score -113893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -113893.851562 Penalty: 706.820984
	Iteration 33Q: 3 clusters Score -113893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -113893.781250 Penalty: 706.820984
	Iteration 34Q: 3 clusters Score -113893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -113893.968750 Penalty: 706.820984
	Iteration 35Q: 3 clusters Score -113894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -113894.632812 Penalty: 706.820984
	Iteration 36Q: 3 clusters Score -113894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -113894.945312 Penalty: 706.820984
	Iteration 37Q: 3 clusters Score -113894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -113894.968750 Penalty: 706.820984
	Iteration 38Q: 3 clusters Score -113895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -113895.414062 Penalty: 706.820984
	Iteration 39Q: 3 clusters Score -113895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -113895.929688 Penalty: 706.820984
	Iteration 40F: 3 clusters Score -113895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -113896.656250 Penalty: 706.820984
	Iteration 41Q: 3 clusters Score -113896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -113897.046875 Penalty: 706.820984
	Iteration 42Q: 3 clusters Score -113897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -113897.257812 Penalty: 706.820984
	Iteration 43Q: 3 clusters Score -113897.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -113897.257812 Penalty: 706.820984
	Iteration 44F: 3 clusters Score -113897.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Entering Unmasked Estep 
Score: -1488079.875000 Penalty: 467.816620
	Iteration 0F: 2 clusters Score -1488080 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 14671 members 
Entering Unmasked Estep 
Score: -1468423.875000 Penalty: 935.633240
	Iteration 0F: 3 clusters Score -1468424 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1477119.000000 Penalty: 935.633240
	Iteration 1F: 3 clusters Score -1477119 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1477812.375000 Penalty: 935.633240
	Iteration 2F: 3 clusters Score -1477812 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -1478898.125000 Penalty: 935.633240
	Iteration 3F: 3 clusters Score -1478898 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -1480474.750000 Penalty: 935.633240
	Iteration 4F: 3 clusters Score -1480475 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -1482287.250000 Penalty: 935.633240
	Iteration 5F: 3 clusters Score -1482287 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -1483857.375000 Penalty: 935.633240
	Iteration 6F: 3 clusters Score -1483857 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -1484810.875000 Penalty: 935.633240
	Iteration 7Q: 3 clusters Score -1484811 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -1485434.875000 Penalty: 935.633240
	Iteration 8Q: 3 clusters Score -1485435 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -1485891.875000 Penalty: 935.633240
	Iteration 9Q: 3 clusters Score -1485892 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -1486250.375000 Penalty: 935.633240
	Iteration 10Q: 3 clusters Score -1486250 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -1486503.625000 Penalty: 935.633240
	Iteration 11Q: 3 clusters Score -1486504 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -1486704.000000 Penalty: 935.633240
	Iteration 12Q: 3 clusters Score -1486704 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -1486874.250000 Penalty: 935.633240
	Iteration 13Q: 3 clusters Score -1486874 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -1487022.375000 Penalty: 935.633240
	Iteration 14Q: 3 clusters Score -1487022 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -1487166.750000 Penalty: 935.633240
	Iteration 15Q: 3 clusters Score -1487167 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -1487292.125000 Penalty: 935.633240
	Iteration 16Q: 3 clusters Score -1487292 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -1487387.750000 Penalty: 935.633240
	Iteration 17Q: 3 clusters Score -1487388 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -1487463.875000 Penalty: 935.633240
	Iteration 18Q: 3 clusters Score -1487464 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -1487527.125000 Penalty: 935.633240
	Iteration 19Q: 3 clusters Score -1487527 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -1487590.875000 Penalty: 935.633240
	Iteration 20F: 3 clusters Score -1487591 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -1487633.250000 Penalty: 935.633240
	Iteration 21Q: 3 clusters Score -1487633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -1487663.625000 Penalty: 935.633240
	Iteration 22Q: 3 clusters Score -1487664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -1487688.750000 Penalty: 935.633240
	Iteration 23Q: 3 clusters Score -1487689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -1487709.250000 Penalty: 935.633240
	Iteration 24Q: 3 clusters Score -1487709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -1487717.250000 Penalty: 935.633240
	Iteration 25Q: 3 clusters Score -1487717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -1487722.625000 Penalty: 935.633240
	Iteration 26Q: 3 clusters Score -1487723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -1487736.000000 Penalty: 935.633240
	Iteration 27Q: 3 clusters Score -1487736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -1487739.500000 Penalty: 935.633240
	Iteration 28Q: 3 clusters Score -1487740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -1487745.250000 Penalty: 935.633240
	Iteration 29Q: 3 clusters Score -1487745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -1487749.750000 Penalty: 935.633240
	Iteration 30Q: 3 clusters Score -1487750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -1487756.250000 Penalty: 935.633240
	Iteration 31Q: 3 clusters Score -1487756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -1487770.000000 Penalty: 935.633240
	Iteration 32Q: 3 clusters Score -1487770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -1487778.125000 Penalty: 935.633240
	Iteration 33Q: 3 clusters Score -1487778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -1487791.125000 Penalty: 935.633240
	Iteration 34Q: 3 clusters Score -1487791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -1487802.375000 Penalty: 935.633240
	Iteration 35Q: 3 clusters Score -1487802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -1487803.125000 Penalty: 935.633240
	Iteration 36Q: 3 clusters Score -1487803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -1487805.000000 Penalty: 935.633240
	Iteration 37Q: 3 clusters Score -1487805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -1487806.125000 Penalty: 935.633240
	Iteration 38Q: 3 clusters Score -1487806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -1487807.250000 Penalty: 935.633240
	Iteration 39Q: 3 clusters Score -1487807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -1487809.875000 Penalty: 935.633240
	Iteration 40F: 3 clusters Score -1487810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -1487809.250000 Penalty: 935.633240
	Iteration 41Q: 3 clusters Score -1487809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -1487810.000000 Penalty: 935.633240
	Iteration 42Q: 3 clusters Score -1487810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -1487810.000000 Penalty: 935.633240
	Iteration 43F: 3 clusters Score -1487810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -61357.468750 Penalty: 328.792511
	Iteration 0F: 2 clusters Score -61357.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -60313.875000 Penalty: 657.585022
	Iteration 0F: 3 clusters Score -60313.88 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -60627.960938 Penalty: 657.585022
	Iteration 1F: 3 clusters Score -60627.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -60696.171875 Penalty: 657.585022
	Iteration 2F: 3 clusters Score -60696.17 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -60745.550781 Penalty: 657.585022
	Iteration 3F: 3 clusters Score -60745.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -60789.445312 Penalty: 657.585022
	Iteration 4Q: 3 clusters Score -60789.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -60830.910156 Penalty: 657.585022
	Iteration 5Q: 3 clusters Score -60830.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -60874.410156 Penalty: 657.585022
	Iteration 6Q: 3 clusters Score -60874.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -60898.281250 Penalty: 657.585022
	Iteration 7Q: 3 clusters Score -60898.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -60913.417969 Penalty: 657.585022
	Iteration 8Q: 3 clusters Score -60913.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -60922.316406 Penalty: 657.585022
	Iteration 9Q: 3 clusters Score -60922.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -60931.660156 Penalty: 657.585022
	Iteration 10Q: 3 clusters Score -60931.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -60938.664062 Penalty: 657.585022
	Iteration 11Q: 3 clusters Score -60938.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -60944.644531 Penalty: 657.585022
	Iteration 12Q: 3 clusters Score -60944.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -60950.554688 Penalty: 657.585022
	Iteration 13Q: 3 clusters Score -60950.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -60960.789062 Penalty: 657.585022
	Iteration 14Q: 3 clusters Score -60960.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -60968.511719 Penalty: 657.585022
	Iteration 15Q: 3 clusters Score -60968.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -60980.507812 Penalty: 657.585022
	Iteration 16Q: 3 clusters Score -60980.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -60988.601562 Penalty: 657.585022
	Iteration 17Q: 3 clusters Score -60988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -60989.675781 Penalty: 657.585022
	Iteration 18Q: 3 clusters Score -60989.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -60991.703125 Penalty: 657.585022
	Iteration 19Q: 3 clusters Score -60991.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -60993.546875 Penalty: 657.585022
	Iteration 20F: 3 clusters Score -60993.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -60996.222656 Penalty: 657.585022
	Iteration 21Q: 3 clusters Score -60996.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -60997.453125 Penalty: 657.585022
	Iteration 22Q: 3 clusters Score -60997.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -60998.734375 Penalty: 657.585022
	Iteration 23Q: 3 clusters Score -60998.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -61000.519531 Penalty: 657.585022
	Iteration 24Q: 3 clusters Score -61000.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -61001.796875 Penalty: 657.585022
	Iteration 25Q: 3 clusters Score -61001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -61002.152344 Penalty: 657.585022
	Iteration 26Q: 3 clusters Score -61002.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -61002.406250 Penalty: 657.585022
	Iteration 27Q: 3 clusters Score -61002.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -61002.777344 Penalty: 657.585022
	Iteration 28Q: 3 clusters Score -61002.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -61003.398438 Penalty: 657.585022
	Iteration 29Q: 3 clusters Score -61003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -61003.398438 Penalty: 657.585022
	Iteration 30F: 3 clusters Score -61003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -221929.921875 Penalty: 387.258484
	Iteration 0F: 2 clusters Score -221929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -218540.062500 Penalty: 774.516968
	Iteration 0F: 3 clusters Score -218540.1 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -219908.406250 Penalty: 774.516968
	Iteration 1F: 3 clusters Score -219908.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -220136.671875 Penalty: 774.516968
	Iteration 2F: 3 clusters Score -220136.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -220383.421875 Penalty: 774.516968
	Iteration 3F: 3 clusters Score -220383.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -220618.125000 Penalty: 774.516968
	Iteration 4F: 3 clusters Score -220618.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -220777.593750 Penalty: 774.516968
	Iteration 5Q: 3 clusters Score -220777.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -220853.203125 Penalty: 774.516968
	Iteration 6Q: 3 clusters Score -220853.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -220899.953125 Penalty: 774.516968
	Iteration 7Q: 3 clusters Score -220900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -220939.390625 Penalty: 774.516968
	Iteration 8Q: 3 clusters Score -220939.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -220983.140625 Penalty: 774.516968
	Iteration 9Q: 3 clusters Score -220983.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -221040.468750 Penalty: 774.516968
	Iteration 10Q: 3 clusters Score -221040.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -221087.015625 Penalty: 774.516968
	Iteration 11Q: 3 clusters Score -221087 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -221133.046875 Penalty: 774.516968
	Iteration 12Q: 3 clusters Score -221133 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -221170.875000 Penalty: 774.516968
	Iteration 13Q: 3 clusters Score -221170.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -221218.609375 Penalty: 774.516968
	Iteration 14Q: 3 clusters Score -221218.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -221278.500000 Penalty: 774.516968
	Iteration 15Q: 3 clusters Score -221278.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -221360.968750 Penalty: 774.516968
	Iteration 16Q: 3 clusters Score -221361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -221447.640625 Penalty: 774.516968
	Iteration 17Q: 3 clusters Score -221447.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -221511.234375 Penalty: 774.516968
	Iteration 18Q: 3 clusters Score -221511.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -221564.046875 Penalty: 774.516968
	Iteration 19Q: 3 clusters Score -221564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -221611.468750 Penalty: 774.516968
	Iteration 20F: 3 clusters Score -221611.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -221639.187500 Penalty: 774.516968
	Iteration 21Q: 3 clusters Score -221639.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -221650.515625 Penalty: 774.516968
	Iteration 22Q: 3 clusters Score -221650.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -221655.359375 Penalty: 774.516968
	Iteration 23Q: 3 clusters Score -221655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -221657.359375 Penalty: 774.516968
	Iteration 24Q: 3 clusters Score -221657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -221657.906250 Penalty: 774.516968
	Iteration 25Q: 3 clusters Score -221657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -221657.640625 Penalty: 774.516968
	Iteration 26Q: 3 clusters Score -221657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -221658.000000 Penalty: 774.516968
	Iteration 27Q: 3 clusters Score -221658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -221659.421875 Penalty: 774.516968
	Iteration 28Q: 3 clusters Score -221659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -221660.218750 Penalty: 774.516968
	Iteration 29Q: 3 clusters Score -221660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -221660.765625 Penalty: 774.516968
	Iteration 30Q: 3 clusters Score -221660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -221661.281250 Penalty: 774.516968
	Iteration 31Q: 3 clusters Score -221661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -221661.234375 Penalty: 774.516968
	Iteration 32Q: 3 clusters Score -221661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -221661.234375 Penalty: 774.516968
	Iteration 33F: 3 clusters Score -221661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -32888.414062 Penalty: 302.054840
	Iteration 0F: 2 clusters Score -32888.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32228.628906 Penalty: 604.109680
	Iteration 0F: 3 clusters Score -32228.63 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32441.574219 Penalty: 604.109680
	Iteration 1F: 3 clusters Score -32441.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32476.423828 Penalty: 604.109680
	Iteration 2F: 3 clusters Score -32476.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -32502.638672 Penalty: 604.109680
	Iteration 3F: 3 clusters Score -32502.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -32539.046875 Penalty: 604.109680
	Iteration 4F: 3 clusters Score -32539.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -32590.328125 Penalty: 604.109680
	Iteration 5F: 3 clusters Score -32590.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -32634.814453 Penalty: 604.109680
	Iteration 6F: 3 clusters Score -32634.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -32664.082031 Penalty: 604.109680
	Iteration 7Q: 3 clusters Score -32664.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -32682.195312 Penalty: 604.109680
	Iteration 8Q: 3 clusters Score -32682.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -32698.546875 Penalty: 604.109680
	Iteration 9Q: 3 clusters Score -32698.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -32709.328125 Penalty: 604.109680
	Iteration 10Q: 3 clusters Score -32709.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -32716.625000 Penalty: 604.109680
	Iteration 11Q: 3 clusters Score -32716.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -32721.183594 Penalty: 604.109680
	Iteration 12Q: 3 clusters Score -32721.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -32724.595703 Penalty: 604.109680
	Iteration 13Q: 3 clusters Score -32724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -32729.638672 Penalty: 604.109680
	Iteration 14Q: 3 clusters Score -32729.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -32730.984375 Penalty: 604.109680
	Iteration 15Q: 3 clusters Score -32730.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -32732.312500 Penalty: 604.109680
	Iteration 16Q: 3 clusters Score -32732.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -32732.652344 Penalty: 604.109680
	Iteration 17Q: 3 clusters Score -32732.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -32732.652344 Penalty: 604.109680
	Iteration 18F: 3 clusters Score -32732.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Entering Unmasked Estep 
Score: -1352051.125000 Penalty: 463.765259
	Iteration 0F: 2 clusters Score -1352051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1334136.625000 Penalty: 927.530518
	Iteration 0F: 3 clusters Score -1334137 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1341816.125000 Penalty: 927.530518
	Iteration 1F: 3 clusters Score -1341816 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1342794.750000 Penalty: 927.530518
	Iteration 2F: 3 clusters Score -1342795 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1344412.875000 Penalty: 927.530518
	Iteration 3F: 3 clusters Score -1344413 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1346458.625000 Penalty: 927.530518
	Iteration 4F: 3 clusters Score -1346459 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1348220.125000 Penalty: 927.530518
	Iteration 5F: 3 clusters Score -1348220 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1349068.375000 Penalty: 927.530518
	Iteration 6F: 3 clusters Score -1349068 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1349380.375000 Penalty: 927.530518
	Iteration 7Q: 3 clusters Score -1349380 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1349533.750000 Penalty: 927.530518
	Iteration 8Q: 3 clusters Score -1349534 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1349662.625000 Penalty: 927.530518
	Iteration 9Q: 3 clusters Score -1349663 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1349786.000000 Penalty: 927.530518
	Iteration 10Q: 3 clusters Score -1349786 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1349895.750000 Penalty: 927.530518
	Iteration 11Q: 3 clusters Score -1349896 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1349990.625000 Penalty: 927.530518
	Iteration 12Q: 3 clusters Score -1349991 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1350078.375000 Penalty: 927.530518
	Iteration 13Q: 3 clusters Score -1350078 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1350183.250000 Penalty: 927.530518
	Iteration 14Q: 3 clusters Score -1350183 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1350280.750000 Penalty: 927.530518
	Iteration 15Q: 3 clusters Score -1350281 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1350350.375000 Penalty: 927.530518
	Iteration 16Q: 3 clusters Score -1350350 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1350412.125000 Penalty: 927.530518
	Iteration 17Q: 3 clusters Score -1350412 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1350462.375000 Penalty: 927.530518
	Iteration 18Q: 3 clusters Score -1350462 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1350510.875000 Penalty: 927.530518
	Iteration 19Q: 3 clusters Score -1350511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1350564.250000 Penalty: 927.530518
	Iteration 20F: 3 clusters Score -1350564 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1350603.250000 Penalty: 927.530518
	Iteration 21Q: 3 clusters Score -1350603 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1350636.250000 Penalty: 927.530518
	Iteration 22Q: 3 clusters Score -1350636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1350671.125000 Penalty: 927.530518
	Iteration 23Q: 3 clusters Score -1350671 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1350706.875000 Penalty: 927.530518
	Iteration 24Q: 3 clusters Score -1350707 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1350753.375000 Penalty: 927.530518
	Iteration 25Q: 3 clusters Score -1350753 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1350789.625000 Penalty: 927.530518
	Iteration 26Q: 3 clusters Score -1350790 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1350840.625000 Penalty: 927.530518
	Iteration 27Q: 3 clusters Score -1350841 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1350889.000000 Penalty: 927.530518
	Iteration 28Q: 3 clusters Score -1350889 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1350931.375000 Penalty: 927.530518
	Iteration 29Q: 3 clusters Score -1350931 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1350978.500000 Penalty: 927.530518
	Iteration 30Q: 3 clusters Score -1350978 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1351015.875000 Penalty: 927.530518
	Iteration 31Q: 3 clusters Score -1351016 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1351054.125000 Penalty: 927.530518
	Iteration 32Q: 3 clusters Score -1351054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1351088.000000 Penalty: 927.530518
	Iteration 33Q: 3 clusters Score -1351088 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1351123.625000 Penalty: 927.530518
	Iteration 34Q: 3 clusters Score -1351124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1351160.000000 Penalty: 927.530518
	Iteration 35Q: 3 clusters Score -1351160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1351200.125000 Penalty: 927.530518
	Iteration 36Q: 3 clusters Score -1351200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1351228.000000 Penalty: 927.530518
	Iteration 37Q: 3 clusters Score -1351228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1351263.750000 Penalty: 927.530518
	Iteration 38Q: 3 clusters Score -1351264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1351301.625000 Penalty: 927.530518
	Iteration 39Q: 3 clusters Score -1351302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1351355.375000 Penalty: 927.530518
	Iteration 40F: 3 clusters Score -1351355 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1351402.625000 Penalty: 927.530518
	Iteration 41Q: 3 clusters Score -1351403 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1351436.500000 Penalty: 927.530518
	Iteration 42Q: 3 clusters Score -1351436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1351466.875000 Penalty: 927.530518
	Iteration 43Q: 3 clusters Score -1351467 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1351495.750000 Penalty: 927.530518
	Iteration 44Q: 3 clusters Score -1351496 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1351533.000000 Penalty: 927.530518
	Iteration 45Q: 3 clusters Score -1351533 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1351557.375000 Penalty: 927.530518
	Iteration 46Q: 3 clusters Score -1351557 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1351586.000000 Penalty: 927.530518
	Iteration 47Q: 3 clusters Score -1351586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1351599.750000 Penalty: 927.530518
	Iteration 48Q: 3 clusters Score -1351600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1351606.625000 Penalty: 927.530518
	Iteration 49Q: 3 clusters Score -1351607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1351609.875000 Penalty: 927.530518
	Iteration 50Q: 3 clusters Score -1351610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1351616.625000 Penalty: 927.530518
	Iteration 51Q: 3 clusters Score -1351617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1351626.000000 Penalty: 927.530518
	Iteration 52Q: 3 clusters Score -1351626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1351638.750000 Penalty: 927.530518
	Iteration 53Q: 3 clusters Score -1351639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1351649.000000 Penalty: 927.530518
	Iteration 54Q: 3 clusters Score -1351649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1351661.125000 Penalty: 927.530518
	Iteration 55Q: 3 clusters Score -1351661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1351668.500000 Penalty: 927.530518
	Iteration 56Q: 3 clusters Score -1351668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1351674.000000 Penalty: 927.530518
	Iteration 57Q: 3 clusters Score -1351674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1351680.000000 Penalty: 927.530518
	Iteration 58Q: 3 clusters Score -1351680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1351686.500000 Penalty: 927.530518
	Iteration 59Q: 3 clusters Score -1351686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1351695.250000 Penalty: 927.530518
	Iteration 60F: 3 clusters Score -1351695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1351702.500000 Penalty: 927.530518
	Iteration 61Q: 3 clusters Score -1351702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1351706.875000 Penalty: 927.530518
	Iteration 62Q: 3 clusters Score -1351707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1351715.000000 Penalty: 927.530518
	Iteration 63Q: 3 clusters Score -1351715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1351719.375000 Penalty: 927.530518
	Iteration 64Q: 3 clusters Score -1351719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1351728.875000 Penalty: 927.530518
	Iteration 65Q: 3 clusters Score -1351729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1351734.875000 Penalty: 927.530518
	Iteration 66Q: 3 clusters Score -1351735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1351738.375000 Penalty: 927.530518
	Iteration 67Q: 3 clusters Score -1351738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1351739.000000 Penalty: 927.530518
	Iteration 68Q: 3 clusters Score -1351739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1351737.875000 Penalty: 927.530518
	Iteration 69Q: 3 clusters Score -1351738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1351742.625000 Penalty: 927.530518
	Iteration 70Q: 3 clusters Score -1351743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1351744.250000 Penalty: 927.530518
	Iteration 71Q: 3 clusters Score -1351744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1351749.625000 Penalty: 927.530518
	Iteration 72Q: 3 clusters Score -1351750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1351752.750000 Penalty: 927.530518
	Iteration 73Q: 3 clusters Score -1351753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1351756.750000 Penalty: 927.530518
	Iteration 74Q: 3 clusters Score -1351757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1351756.500000 Penalty: 927.530518
	Iteration 75Q: 3 clusters Score -1351756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1351757.375000 Penalty: 927.530518
	Iteration 76Q: 3 clusters Score -1351757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1351757.500000 Penalty: 927.530518
	Iteration 77Q: 3 clusters Score -1351758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1351756.125000 Penalty: 927.530518
	Iteration 78Q: 3 clusters Score -1351756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1351757.250000 Penalty: 927.530518
	Iteration 79Q: 3 clusters Score -1351757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1351756.250000 Penalty: 927.530518
	Iteration 80F: 3 clusters Score -1351756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1351755.875000 Penalty: 927.530518
	Iteration 81Q: 3 clusters Score -1351756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1351757.500000 Penalty: 927.530518
	Iteration 82Q: 3 clusters Score -1351758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1351759.750000 Penalty: 927.530518
	Iteration 83Q: 3 clusters Score -1351760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1351760.500000 Penalty: 927.530518
	Iteration 84Q: 3 clusters Score -1351760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1351760.250000 Penalty: 927.530518
	Iteration 85Q: 3 clusters Score -1351760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1351762.500000 Penalty: 927.530518
	Iteration 86Q: 3 clusters Score -1351762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1351761.750000 Penalty: 927.530518
	Iteration 87Q: 3 clusters Score -1351762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1351762.625000 Penalty: 927.530518
	Iteration 88Q: 3 clusters Score -1351763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1351762.625000 Penalty: 927.530518
	Iteration 89F: 3 clusters Score -1351763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Entering Unmasked Estep 
Score: -1340576.625000 Penalty: 463.246063
	Iteration 0F: 2 clusters Score -1340577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1322866.750000 Penalty: 926.492126
	Iteration 0F: 3 clusters Score -1322867 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1330535.500000 Penalty: 926.492126
	Iteration 1F: 3 clusters Score -1330536 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1331230.750000 Penalty: 926.492126
	Iteration 2F: 3 clusters Score -1331231 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1332341.625000 Penalty: 926.492126
	Iteration 3F: 3 clusters Score -1332342 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1333983.500000 Penalty: 926.492126
	Iteration 4F: 3 clusters Score -1333984 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1335926.250000 Penalty: 926.492126
	Iteration 5F: 3 clusters Score -1335926 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -1337515.625000 Penalty: 926.492126
	Iteration 6F: 3 clusters Score -1337516 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1338502.250000 Penalty: 926.492126
	Iteration 7Q: 3 clusters Score -1338502 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -1338912.125000 Penalty: 926.492126
	Iteration 8Q: 3 clusters Score -1338912 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -1339126.000000 Penalty: 926.492126
	Iteration 9Q: 3 clusters Score -1339126 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -1339269.625000 Penalty: 926.492126
	Iteration 10Q: 3 clusters Score -1339270 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -1339370.625000 Penalty: 926.492126
	Iteration 11Q: 3 clusters Score -1339371 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -1339473.250000 Penalty: 926.492126
	Iteration 12Q: 3 clusters Score -1339473 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -1339569.750000 Penalty: 926.492126
	Iteration 13Q: 3 clusters Score -1339570 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -1339652.000000 Penalty: 926.492126
	Iteration 14Q: 3 clusters Score -1339652 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -1339727.500000 Penalty: 926.492126
	Iteration 15Q: 3 clusters Score -1339728 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -1339796.125000 Penalty: 926.492126
	Iteration 16Q: 3 clusters Score -1339796 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1339858.500000 Penalty: 926.492126
	Iteration 17Q: 3 clusters Score -1339858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -1339906.500000 Penalty: 926.492126
	Iteration 18Q: 3 clusters Score -1339906 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -1339958.250000 Penalty: 926.492126
	Iteration 19Q: 3 clusters Score -1339958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -1340009.500000 Penalty: 926.492126
	Iteration 20F: 3 clusters Score -1340010 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -1340054.875000 Penalty: 926.492126
	Iteration 21Q: 3 clusters Score -1340055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -1340091.000000 Penalty: 926.492126
	Iteration 22Q: 3 clusters Score -1340091 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -1340120.000000 Penalty: 926.492126
	Iteration 23Q: 3 clusters Score -1340120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -1340143.500000 Penalty: 926.492126
	Iteration 24Q: 3 clusters Score -1340144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -1340171.250000 Penalty: 926.492126
	Iteration 25Q: 3 clusters Score -1340171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -1340190.500000 Penalty: 926.492126
	Iteration 26Q: 3 clusters Score -1340190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -1340199.500000 Penalty: 926.492126
	Iteration 27Q: 3 clusters Score -1340200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -1340212.250000 Penalty: 926.492126
	Iteration 28Q: 3 clusters Score -1340212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -1340224.125000 Penalty: 926.492126
	Iteration 29Q: 3 clusters Score -1340224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -1340236.500000 Penalty: 926.492126
	Iteration 30Q: 3 clusters Score -1340236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -1340239.250000 Penalty: 926.492126
	Iteration 31Q: 3 clusters Score -1340239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -1340245.250000 Penalty: 926.492126
	Iteration 32Q: 3 clusters Score -1340245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -1340247.750000 Penalty: 926.492126
	Iteration 33Q: 3 clusters Score -1340248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -1340248.875000 Penalty: 926.492126
	Iteration 34Q: 3 clusters Score -1340249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -1340254.625000 Penalty: 926.492126
	Iteration 35Q: 3 clusters Score -1340255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -1340255.375000 Penalty: 926.492126
	Iteration 36Q: 3 clusters Score -1340255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -1340261.250000 Penalty: 926.492126
	Iteration 37Q: 3 clusters Score -1340261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -1340265.125000 Penalty: 926.492126
	Iteration 38Q: 3 clusters Score -1340265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -1340267.750000 Penalty: 926.492126
	Iteration 39Q: 3 clusters Score -1340268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -1340274.625000 Penalty: 926.492126
	Iteration 40F: 3 clusters Score -1340275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -1340277.625000 Penalty: 926.492126
	Iteration 41Q: 3 clusters Score -1340278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -1340279.250000 Penalty: 926.492126
	Iteration 42Q: 3 clusters Score -1340279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -1340284.250000 Penalty: 926.492126
	Iteration 43Q: 3 clusters Score -1340284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -1340288.125000 Penalty: 926.492126
	Iteration 44Q: 3 clusters Score -1340288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -1340288.000000 Penalty: 926.492126
	Iteration 45Q: 3 clusters Score -1340288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -1340288.625000 Penalty: 926.492126
	Iteration 46Q: 3 clusters Score -1340289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -1340291.750000 Penalty: 926.492126
	Iteration 47Q: 3 clusters Score -1340292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -1340293.250000 Penalty: 926.492126
	Iteration 48Q: 3 clusters Score -1340293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -1340293.500000 Penalty: 926.492126
	Iteration 49Q: 3 clusters Score -1340294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -1340293.375000 Penalty: 926.492126
	Iteration 50Q: 3 clusters Score -1340293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -1340295.625000 Penalty: 926.492126
	Iteration 51Q: 3 clusters Score -1340296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -1340297.875000 Penalty: 926.492126
	Iteration 52Q: 3 clusters Score -1340298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -1340298.250000 Penalty: 926.492126
	Iteration 53Q: 3 clusters Score -1340298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -1340299.625000 Penalty: 926.492126
	Iteration 54Q: 3 clusters Score -1340300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1340298.375000 Penalty: 926.492126
	Iteration 55Q: 3 clusters Score -1340298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1340298.375000 Penalty: 926.492126
	Iteration 56F: 3 clusters Score -1340298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -6144.292969 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -6144.293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5891.707031 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -5891.707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6011.595215 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -6011.595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6040.231934 Penalty: 462.971283
	Iteration 2F: 3 clusters Score -6040.232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6062.886230 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -6062.886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6103.681641 Penalty: 462.971283
	Iteration 4F: 3 clusters Score -6103.682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6123.930176 Penalty: 462.971283
	Iteration 5Q: 3 clusters Score -6123.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6162.109375 Penalty: 462.971283
	Iteration 6Q: 3 clusters Score -6162.109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6166.800293 Penalty: 462.971283
	Iteration 7Q: 3 clusters Score -6166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6167.841797 Penalty: 462.971283
	Iteration 8Q: 3 clusters Score -6167.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6167.841797 Penalty: 462.971283
	Iteration 9F: 3 clusters Score -6167.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29193 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26403 members 
Mstep: Class 12 contains 98 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351466 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 713 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 64 members 
Entering Unmasked Estep 
Score: -28386780.000000 Penalty: 15756.258789
Splitting cluster 12 changes total score from -28387126.000000 to -28386780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -14278.509766 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -14278.51 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 166 members 
Entering Unmasked Estep 
Score: -13907.491211 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -13907.49 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14009.431641 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -14009.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14037.821289 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -14037.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14050.640625 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -14050.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14058.034180 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -14058.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14082.910156 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -14082.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14095.437500 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -14095.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14108.666992 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -14108.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -14117.687500 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -14117.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14127.813477 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -14127.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14134.956055 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -14134.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14141.958008 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -14141.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14148.960938 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -14148.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14157.884766 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -14157.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14162.950195 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -14162.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14170.231445 Penalty: 527.992737
	Iteration 15Q: 3 clusters Score -14170.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14171.375977 Penalty: 527.992737
	Iteration 16Q: 3 clusters Score -14171.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -14174.851562 Penalty: 527.992737
	Iteration 17Q: 3 clusters Score -14174.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14178.269531 Penalty: 527.992737
	Iteration 18Q: 3 clusters Score -14178.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14181.570312 Penalty: 527.992737
	Iteration 19Q: 3 clusters Score -14181.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -14182.443359 Penalty: 527.992737
	Iteration 20F: 3 clusters Score -14182.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (351466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351466 members 
Entering Unmasked Estep 
Score: -16745561.000000 Penalty: 581.028992
	Iteration 0F: 2 clusters Score -1.674556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176205 members 
Mstep: Class 2 contains 175261 members 
Entering Unmasked Estep 
Score: -16515707.000000 Penalty: 1162.057983
	Iteration 0F: 3 clusters Score -1.651571e+07 nChanged 173568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214591 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -16625998.000000 Penalty: 1162.057983
	Iteration 1F: 3 clusters Score -1.6626e+07 nChanged 23972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237157 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -16637922.000000 Penalty: 1162.057983
	Iteration 2F: 3 clusters Score -1.663792e+07 nChanged 30200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266899 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -16658619.000000 Penalty: 1162.057983
	Iteration 3F: 3 clusters Score -1.665862e+07 nChanged 33373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300190 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -16696013.000000 Penalty: 1162.057983
	Iteration 4F: 3 clusters Score -1.669601e+07 nChanged 30106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330296 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -16730706.000000 Penalty: 1162.057983
	Iteration 5F: 3 clusters Score -1.673071e+07 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346929 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -16742880.000000 Penalty: 1162.057983
	Iteration 6Q: 3 clusters Score -1.674288e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350879 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -16744799.000000 Penalty: 1162.057983
	Iteration 7Q: 3 clusters Score -1.67448e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351402 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16745010.000000 Penalty: 1162.057983
	Iteration 8Q: 3 clusters Score -1.674501e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351448 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -16745059.000000 Penalty: 1162.057983
	Iteration 9Q: 3 clusters Score -1.674506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351447 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -16745054.000000 Penalty: 1162.057983
	Iteration 10Q: 3 clusters Score -1.674505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351447 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -16745054.000000 Penalty: 1162.057983
	Iteration 11F: 3 clusters Score -1.674505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -6524.409180 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -6524.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6275.758789 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6275.759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6330.783691 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -6330.784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6346.777832 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -6346.778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6353.004883 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -6353.005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6357.275879 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -6357.276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6358.595215 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -6358.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6358.595215 Penalty: 455.359100
	Iteration 6F: 3 clusters Score -6358.595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -9682.659180 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -9682.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9351.336914 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -9351.337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9404.966797 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -9404.967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9421.211914 Penalty: 500.614502
	Iteration 2Q: 3 clusters Score -9421.212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9433.043945 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -9433.044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9436.842773 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -9436.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9436.842773 Penalty: 500.614502
	Iteration 5F: 3 clusters Score -9436.843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -10950.163086 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -10950.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10624.735352 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -10624.74 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10704.828125 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -10704.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10724.536133 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -10724.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10734.427734 Penalty: 514.376526
	Iteration 3Q: 3 clusters Score -10734.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10737.638672 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -10737.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10741.471680 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -10741.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10746.946289 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -10746.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10751.548828 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -10751.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10754.538086 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -10754.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10756.657227 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -10756.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10757.987305 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -10757.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10759.253906 Penalty: 514.376526
	Iteration 11Q: 3 clusters Score -10759.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10759.717773 Penalty: 514.376526
	Iteration 12Q: 3 clusters Score -10759.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10759.717773 Penalty: 514.376526
	Iteration 13F: 3 clusters Score -10759.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -102841.890625 Penalty: 348.082672
	Iteration 0F: 2 clusters Score -102841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -101321.617188 Penalty: 696.165344
	Iteration 0F: 3 clusters Score -101321.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -101839.593750 Penalty: 696.165344
	Iteration 1F: 3 clusters Score -101839.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -101937.070312 Penalty: 696.165344
	Iteration 2F: 3 clusters Score -101937.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -102001.773438 Penalty: 696.165344
	Iteration 3F: 3 clusters Score -102001.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -102050.187500 Penalty: 696.165344
	Iteration 4F: 3 clusters Score -102050.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -102085.085938 Penalty: 696.165344
	Iteration 5Q: 3 clusters Score -102085.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -102134.742188 Penalty: 696.165344
	Iteration 6Q: 3 clusters Score -102134.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -102192.875000 Penalty: 696.165344
	Iteration 7Q: 3 clusters Score -102192.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -102259.351562 Penalty: 696.165344
	Iteration 8Q: 3 clusters Score -102259.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -102341.593750 Penalty: 696.165344
	Iteration 9F: 3 clusters Score -102341.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -102422.507812 Penalty: 696.165344
	Iteration 10Q: 3 clusters Score -102422.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -102491.890625 Penalty: 696.165344
	Iteration 11Q: 3 clusters Score -102491.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -102533.617188 Penalty: 696.165344
	Iteration 12Q: 3 clusters Score -102533.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -102565.156250 Penalty: 696.165344
	Iteration 13Q: 3 clusters Score -102565.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -102584.296875 Penalty: 696.165344
	Iteration 14Q: 3 clusters Score -102584.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -102592.523438 Penalty: 696.165344
	Iteration 15Q: 3 clusters Score -102592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -102598.187500 Penalty: 696.165344
	Iteration 16Q: 3 clusters Score -102598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -102604.343750 Penalty: 696.165344
	Iteration 17Q: 3 clusters Score -102604.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -102608.703125 Penalty: 696.165344
	Iteration 18Q: 3 clusters Score -102608.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -102612.656250 Penalty: 696.165344
	Iteration 19Q: 3 clusters Score -102612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -102614.531250 Penalty: 696.165344
	Iteration 20F: 3 clusters Score -102614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -102616.007812 Penalty: 696.165344
	Iteration 21Q: 3 clusters Score -102616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -102619.203125 Penalty: 696.165344
	Iteration 22Q: 3 clusters Score -102619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -102622.531250 Penalty: 696.165344
	Iteration 23Q: 3 clusters Score -102622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -102622.531250 Penalty: 696.165344
	Iteration 24F: 3 clusters Score -102622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -103773.875000 Penalty: 349.004517
	Iteration 0F: 2 clusters Score -103773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -102274.203125 Penalty: 698.009033
	Iteration 0F: 3 clusters Score -102274.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -102779.929688 Penalty: 698.009033
	Iteration 1F: 3 clusters Score -102779.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -102851.726562 Penalty: 698.009033
	Iteration 2F: 3 clusters Score -102851.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -102910.601562 Penalty: 698.009033
	Iteration 3F: 3 clusters Score -102910.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -102962.734375 Penalty: 698.009033
	Iteration 4Q: 3 clusters Score -102962.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -103009.757812 Penalty: 698.009033
	Iteration 5Q: 3 clusters Score -103009.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -103047.250000 Penalty: 698.009033
	Iteration 6Q: 3 clusters Score -103047.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -103086.351562 Penalty: 698.009033
	Iteration 7Q: 3 clusters Score -103086.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -103117.070312 Penalty: 698.009033
	Iteration 8Q: 3 clusters Score -103117.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -103150.132812 Penalty: 698.009033
	Iteration 9Q: 3 clusters Score -103150.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -103202.093750 Penalty: 698.009033
	Iteration 10Q: 3 clusters Score -103202.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -103242.664062 Penalty: 698.009033
	Iteration 11Q: 3 clusters Score -103242.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -103275.492188 Penalty: 698.009033
	Iteration 12Q: 3 clusters Score -103275.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -103299.468750 Penalty: 698.009033
	Iteration 13Q: 3 clusters Score -103299.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -103308.500000 Penalty: 698.009033
	Iteration 14Q: 3 clusters Score -103308.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -103316.484375 Penalty: 698.009033
	Iteration 15Q: 3 clusters Score -103316.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -103324.523438 Penalty: 698.009033
	Iteration 16Q: 3 clusters Score -103324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -103328.875000 Penalty: 698.009033
	Iteration 17Q: 3 clusters Score -103328.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -103332.093750 Penalty: 698.009033
	Iteration 18Q: 3 clusters Score -103332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -103337.007812 Penalty: 698.009033
	Iteration 19Q: 3 clusters Score -103337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -103341.515625 Penalty: 698.009033
	Iteration 20F: 3 clusters Score -103341.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -103345.179688 Penalty: 698.009033
	Iteration 21Q: 3 clusters Score -103345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -103348.312500 Penalty: 698.009033
	Iteration 22Q: 3 clusters Score -103348.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -103350.625000 Penalty: 698.009033
	Iteration 23Q: 3 clusters Score -103350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -103352.765625 Penalty: 698.009033
	Iteration 24Q: 3 clusters Score -103352.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -103355.507812 Penalty: 698.009033
	Iteration 25Q: 3 clusters Score -103355.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -103359.453125 Penalty: 698.009033
	Iteration 26Q: 3 clusters Score -103359.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -103365.359375 Penalty: 698.009033
	Iteration 27Q: 3 clusters Score -103365.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -103369.539062 Penalty: 698.009033
	Iteration 28Q: 3 clusters Score -103369.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -103371.632812 Penalty: 698.009033
	Iteration 29Q: 3 clusters Score -103371.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -103373.132812 Penalty: 698.009033
	Iteration 30Q: 3 clusters Score -103373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -103373.140625 Penalty: 698.009033
	Iteration 31Q: 3 clusters Score -103373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -103373.140625 Penalty: 698.009033
	Iteration 32F: 3 clusters Score -103373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -241456.250000 Penalty: 386.936920
	Iteration 0F: 2 clusters Score -241456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -238106.812500 Penalty: 773.873840
	Iteration 0F: 3 clusters Score -238106.8 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -239322.406250 Penalty: 773.873840
	Iteration 1F: 3 clusters Score -239322.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -239452.968750 Penalty: 773.873840
	Iteration 2F: 3 clusters Score -239453 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -239585.796875 Penalty: 773.873840
	Iteration 3F: 3 clusters Score -239585.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -239763.265625 Penalty: 773.873840
	Iteration 4Q: 3 clusters Score -239763.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -239990.046875 Penalty: 773.873840
	Iteration 5F: 3 clusters Score -239990 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -240203.843750 Penalty: 773.873840
	Iteration 6F: 3 clusters Score -240203.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -240358.953125 Penalty: 773.873840
	Iteration 7F: 3 clusters Score -240359 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -240433.218750 Penalty: 773.873840
	Iteration 8Q: 3 clusters Score -240433.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -240473.312500 Penalty: 773.873840
	Iteration 9Q: 3 clusters Score -240473.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -240507.296875 Penalty: 773.873840
	Iteration 10Q: 3 clusters Score -240507.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -240540.796875 Penalty: 773.873840
	Iteration 11Q: 3 clusters Score -240540.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -240572.406250 Penalty: 773.873840
	Iteration 12Q: 3 clusters Score -240572.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -240604.375000 Penalty: 773.873840
	Iteration 13Q: 3 clusters Score -240604.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -240640.625000 Penalty: 773.873840
	Iteration 14Q: 3 clusters Score -240640.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -240668.921875 Penalty: 773.873840
	Iteration 15Q: 3 clusters Score -240668.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -240693.343750 Penalty: 773.873840
	Iteration 16Q: 3 clusters Score -240693.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -240718.281250 Penalty: 773.873840
	Iteration 17Q: 3 clusters Score -240718.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -240745.796875 Penalty: 773.873840
	Iteration 18Q: 3 clusters Score -240745.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -240767.593750 Penalty: 773.873840
	Iteration 19Q: 3 clusters Score -240767.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -240788.484375 Penalty: 773.873840
	Iteration 20F: 3 clusters Score -240788.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -240806.859375 Penalty: 773.873840
	Iteration 21Q: 3 clusters Score -240806.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -240821.984375 Penalty: 773.873840
	Iteration 22Q: 3 clusters Score -240822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -240836.562500 Penalty: 773.873840
	Iteration 23Q: 3 clusters Score -240836.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -240851.203125 Penalty: 773.873840
	Iteration 24Q: 3 clusters Score -240851.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -240858.250000 Penalty: 773.873840
	Iteration 25Q: 3 clusters Score -240858.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -240864.343750 Penalty: 773.873840
	Iteration 26Q: 3 clusters Score -240864.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -240868.375000 Penalty: 773.873840
	Iteration 27Q: 3 clusters Score -240868.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -240872.046875 Penalty: 773.873840
	Iteration 28Q: 3 clusters Score -240872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -240875.625000 Penalty: 773.873840
	Iteration 29Q: 3 clusters Score -240875.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -240880.515625 Penalty: 773.873840
	Iteration 30Q: 3 clusters Score -240880.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -240884.031250 Penalty: 773.873840
	Iteration 31Q: 3 clusters Score -240884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -240887.406250 Penalty: 773.873840
	Iteration 32Q: 3 clusters Score -240887.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -240894.546875 Penalty: 773.873840
	Iteration 33Q: 3 clusters Score -240894.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -240901.187500 Penalty: 773.873840
	Iteration 34Q: 3 clusters Score -240901.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -240908.437500 Penalty: 773.873840
	Iteration 35Q: 3 clusters Score -240908.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -240917.421875 Penalty: 773.873840
	Iteration 36Q: 3 clusters Score -240917.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -240922.796875 Penalty: 773.873840
	Iteration 37Q: 3 clusters Score -240922.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -240926.015625 Penalty: 773.873840
	Iteration 38Q: 3 clusters Score -240926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -240930.343750 Penalty: 773.873840
	Iteration 39Q: 3 clusters Score -240930.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -240934.640625 Penalty: 773.873840
	Iteration 40F: 3 clusters Score -240934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -240936.515625 Penalty: 773.873840
	Iteration 41Q: 3 clusters Score -240936.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -240938.671875 Penalty: 773.873840
	Iteration 42Q: 3 clusters Score -240938.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -240939.859375 Penalty: 773.873840
	Iteration 43Q: 3 clusters Score -240939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -240941.734375 Penalty: 773.873840
	Iteration 44Q: 3 clusters Score -240941.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -240944.765625 Penalty: 773.873840
	Iteration 45Q: 3 clusters Score -240944.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -240946.875000 Penalty: 773.873840
	Iteration 46Q: 3 clusters Score -240946.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -240949.406250 Penalty: 773.873840
	Iteration 47Q: 3 clusters Score -240949.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -240951.921875 Penalty: 773.873840
	Iteration 48Q: 3 clusters Score -240951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -240954.093750 Penalty: 773.873840
	Iteration 49Q: 3 clusters Score -240954.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -240955.718750 Penalty: 773.873840
	Iteration 50Q: 3 clusters Score -240955.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -240956.578125 Penalty: 773.873840
	Iteration 51Q: 3 clusters Score -240956.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -240959.406250 Penalty: 773.873840
	Iteration 52Q: 3 clusters Score -240959.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -240961.312500 Penalty: 773.873840
	Iteration 53Q: 3 clusters Score -240961.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -240963.343750 Penalty: 773.873840
	Iteration 54Q: 3 clusters Score -240963.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -240965.609375 Penalty: 773.873840
	Iteration 55Q: 3 clusters Score -240965.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -240967.859375 Penalty: 773.873840
	Iteration 56Q: 3 clusters Score -240967.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -240970.859375 Penalty: 773.873840
	Iteration 57Q: 3 clusters Score -240970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -240972.218750 Penalty: 773.873840
	Iteration 58Q: 3 clusters Score -240972.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -240973.328125 Penalty: 773.873840
	Iteration 59Q: 3 clusters Score -240973.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -240976.140625 Penalty: 773.873840
	Iteration 60F: 3 clusters Score -240976.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -240979.812500 Penalty: 773.873840
	Iteration 61Q: 3 clusters Score -240979.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -240983.000000 Penalty: 773.873840
	Iteration 62Q: 3 clusters Score -240983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -240988.531250 Penalty: 773.873840
	Iteration 63Q: 3 clusters Score -240988.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -240993.593750 Penalty: 773.873840
	Iteration 64Q: 3 clusters Score -240993.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -240998.453125 Penalty: 773.873840
	Iteration 65Q: 3 clusters Score -240998.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -241004.453125 Penalty: 773.873840
	Iteration 66Q: 3 clusters Score -241004.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -241011.468750 Penalty: 773.873840
	Iteration 67Q: 3 clusters Score -241011.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -241018.375000 Penalty: 773.873840
	Iteration 68Q: 3 clusters Score -241018.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -241024.140625 Penalty: 773.873840
	Iteration 69Q: 3 clusters Score -241024.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -241026.921875 Penalty: 773.873840
	Iteration 70Q: 3 clusters Score -241026.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -241028.406250 Penalty: 773.873840
	Iteration 71Q: 3 clusters Score -241028.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -241029.578125 Penalty: 773.873840
	Iteration 72Q: 3 clusters Score -241029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -241030.578125 Penalty: 773.873840
	Iteration 73Q: 3 clusters Score -241030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -241031.062500 Penalty: 773.873840
	Iteration 74Q: 3 clusters Score -241031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -241031.890625 Penalty: 773.873840
	Iteration 75Q: 3 clusters Score -241031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -241033.296875 Penalty: 773.873840
	Iteration 76Q: 3 clusters Score -241033.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -241034.109375 Penalty: 773.873840
	Iteration 77Q: 3 clusters Score -241034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -241034.718750 Penalty: 773.873840
	Iteration 78Q: 3 clusters Score -241034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -241035.140625 Penalty: 773.873840
	Iteration 79Q: 3 clusters Score -241035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -241036.078125 Penalty: 773.873840
	Iteration 80F: 3 clusters Score -241036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -241036.640625 Penalty: 773.873840
	Iteration 81Q: 3 clusters Score -241036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -241037.000000 Penalty: 773.873840
	Iteration 82Q: 3 clusters Score -241037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -241037.578125 Penalty: 773.873840
	Iteration 83Q: 3 clusters Score -241037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -241037.562500 Penalty: 773.873840
	Iteration 84Q: 3 clusters Score -241037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -241037.531250 Penalty: 773.873840
	Iteration 85Q: 3 clusters Score -241037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -241038.484375 Penalty: 773.873840
	Iteration 86Q: 3 clusters Score -241038.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -241039.234375 Penalty: 773.873840
	Iteration 87Q: 3 clusters Score -241039.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -241040.484375 Penalty: 773.873840
	Iteration 88Q: 3 clusters Score -241040.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -241041.968750 Penalty: 773.873840
	Iteration 89Q: 3 clusters Score -241042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -241043.187500 Penalty: 773.873840
	Iteration 90Q: 3 clusters Score -241043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -241043.640625 Penalty: 773.873840
	Iteration 91Q: 3 clusters Score -241043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -241044.203125 Penalty: 773.873840
	Iteration 92Q: 3 clusters Score -241044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -241043.937500 Penalty: 773.873840
	Iteration 93Q: 3 clusters Score -241043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -241044.468750 Penalty: 773.873840
	Iteration 94Q: 3 clusters Score -241044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -241044.468750 Penalty: 773.873840
	Iteration 95F: 3 clusters Score -241044.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -2015.797852 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -2015.798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1871.667236 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -1871.667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1888.217407 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -1888.217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1891.389648 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -1891.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1891.389648 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -1891.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -15480.271484 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -15480.27 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 182 members 
Entering Unmasked Estep 
Score: -15070.401367 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -15070.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15163.621094 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -15163.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15193.502930 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -15193.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15210.763672 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -15210.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15217.862305 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -15217.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15224.829102 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -15224.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15226.113281 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -15226.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15226.230469 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -15226.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15227.153320 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -15227.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15228.688477 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -15228.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15229.208984 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -15229.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15229.593750 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -15229.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15231.479492 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -15231.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15235.850586 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -15235.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15237.670898 Penalty: 534.618713
	Iteration 14Q: 3 clusters Score -15237.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15239.229492 Penalty: 534.618713
	Iteration 15Q: 3 clusters Score -15239.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15245.283203 Penalty: 534.618713
	Iteration 16Q: 3 clusters Score -15245.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15249.186523 Penalty: 534.618713
	Iteration 17Q: 3 clusters Score -15249.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15250.803711 Penalty: 534.618713
	Iteration 18Q: 3 clusters Score -15250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15252.049805 Penalty: 534.618713
	Iteration 19Q: 3 clusters Score -15252.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15252.811523 Penalty: 534.618713
	Iteration 20F: 3 clusters Score -15252.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -7528.906250 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -7528.906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7242.414062 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -7242.414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7299.637207 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -7299.637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7317.499512 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -7317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7326.163574 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -7326.164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7337.050293 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -7337.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7345.364258 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -7345.364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7355.868652 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -7355.869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7369.650879 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -7369.651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7407.875977 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -7407.876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7421.392578 Penalty: 474.063232
	Iteration 9Q: 3 clusters Score -7421.393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7422.967285 Penalty: 474.063232
	Iteration 10Q: 3 clusters Score -7422.967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7422.967285 Penalty: 474.063232
	Iteration 11F: 3 clusters Score -7422.967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -28344.949219 Penalty: 298.911407
	Iteration 0F: 2 clusters Score -28344.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27712.279297 Penalty: 597.822815
	Iteration 0F: 3 clusters Score -27712.28 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27915.658203 Penalty: 597.822815
	Iteration 1F: 3 clusters Score -27915.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28013.300781 Penalty: 597.822815
	Iteration 2F: 3 clusters Score -28013.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28117.931641 Penalty: 597.822815
	Iteration 3F: 3 clusters Score -28117.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28295.320312 Penalty: 597.822815
	Iteration 4F: 3 clusters Score -28295.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28368.820312 Penalty: 597.822815
	Iteration 5F: 3 clusters Score -28368.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28403.460938 Penalty: 597.822815
	Iteration 6Q: 3 clusters Score -28403.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28444.078125 Penalty: 597.822815
	Iteration 7Q: 3 clusters Score -28444.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28506.906250 Penalty: 597.822815
	Iteration 8Q: 3 clusters Score -28506.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28549.384766 Penalty: 597.822815
	Iteration 9Q: 3 clusters Score -28549.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28562.523438 Penalty: 597.822815
	Iteration 10Q: 3 clusters Score -28562.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28563.593750 Penalty: 597.822815
	Iteration 11Q: 3 clusters Score -28563.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28564.535156 Penalty: 597.822815
	Iteration 12Q: 3 clusters Score -28564.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28564.535156 Penalty: 597.822815
	Iteration 13F: 3 clusters Score -28564.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 107081 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 29193 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 26403 members 
Mstep: Class 12 contains 162 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 351466 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 285 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4935 members 
Mstep: Class 21 contains 55 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 272 members 
Entering Unmasked Estep 
Score: -28387032.000000 Penalty: 15756.258789
Splitting cluster 24 changes total score from -28387126.000000 to -28387032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -25082.449219 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -25082.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24524.730469 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -24524.73 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24688.457031 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -24688.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -24773.529297 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -24773.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -24857.130859 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -24857.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -24958.218750 Penalty: 584.071228
	Iteration 4F: 3 clusters Score -24958.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -25006.125000 Penalty: 584.071228
	Iteration 5F: 3 clusters Score -25006.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -25024.093750 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -25024.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -25034.919922 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -25034.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -25043.423828 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -25043.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -25050.015625 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -25050.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -25050.185547 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -25050.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -25050.185547 Penalty: 584.071228
	Iteration 11F: 3 clusters Score -25050.19 nChanged 0
--- Evaluating fit on full set of 1825772 points ---
Entering Unmasked Estep 
Score: -85094896.000000 Penalty: 16399.921875
22->26 Clusters: Score -85094896.000000, best is -85170728.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 608590 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 27671 members 
Mstep: Class 3 contains 27665 members 
Mstep: Class 4 contains 27529 members 
Mstep: Class 5 contains 27894 members 
Mstep: Class 6 contains 27827 members 
Mstep: Class 7 contains 27706 members 
Mstep: Class 8 contains 27605 members 
Mstep: Class 9 contains 27935 members 
Mstep: Class 10 contains 27533 members 
Mstep: Class 11 contains 27786 members 
Mstep: Class 12 contains 27766 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 27861 members 
Mstep: Class 15 contains 27704 members 
Mstep: Class 16 contains 27527 members 
Mstep: Class 17 contains 27368 members 
Mstep: Class 18 contains 27656 members 
Mstep: Class 19 contains 27559 members 
Mstep: Class 20 contains 27829 members 
Mstep: Class 21 contains 27327 members 
Mstep: Class 22 contains 27573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1.207645 but Gain 606.009766
Score: -24800122.000000 Penalty: 12726.208984
Iteration 0F: 22 clusters Score -2.480012e+07 nChanged 580504
Entering Unmasked Mstep 
Mstep: Class 0 contains 2755 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 13507 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 179845 members 
Mstep: Class 6 contains 40953 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 15192 members 
Mstep: Class 9 contains 20474 members 
Mstep: Class 10 contains 25949 members 
Mstep: Class 12 contains 2851 members 
Mstep: Class 13 contains 135 members 
Mstep: Class 14 contains 22127 members 
Mstep: Class 15 contains 23386 members 
Mstep: Class 16 contains 11909 members 
Mstep: Class 17 contains 32180 members 
Mstep: Class 18 contains 24640 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 81541 members 
Mstep: Class 21 contains 31643 members 
Mstep: Class 22 contains 30189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 63.392715 but Gain 606.009766
Score: -27535598.000000 Penalty: 12120.199219
Iteration 1F: 21 clusters Score -2.75356e+07 nChanged 208782
Entering Unmasked Mstep 
Mstep: Class 0 contains 2324 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 6135 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 248533 members 
Mstep: Class 6 contains 31822 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 8773 members 
Mstep: Class 9 contains 21330 members 
Mstep: Class 10 contains 25372 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 14 contains 11355 members 
Mstep: Class 15 contains 17275 members 
Mstep: Class 16 contains 6541 members 
Mstep: Class 17 contains 20386 members 
Mstep: Class 18 contains 14841 members 
Mstep: Class 19 contains 1151 members 
Mstep: Class 20 contains 90838 members 
Mstep: Class 21 contains 20727 members 
Mstep: Class 22 contains 26157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27861526.000000 Penalty: 12120.199219
Iteration 2F: 21 clusters Score -2.786153e+07 nChanged 122680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1494 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 812 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 285524 members 
Mstep: Class 6 contains 22008 members 
Mstep: Class 7 contains 541 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 22985 members 
Mstep: Class 10 contains 25716 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 14451 members 
Mstep: Class 18 contains 12678 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 92337 members 
Mstep: Class 21 contains 17988 members 
Mstep: Class 22 contains 18189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28038690.000000 Penalty: 12120.199219
Iteration 3F: 21 clusters Score -2.803869e+07 nChanged 87243
Entering Unmasked Mstep 
Mstep: Class 0 contains 370 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 1335 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 306365 members 
Mstep: Class 6 contains 15897 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 23150 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 12 contains 4583 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 10962 members 
Mstep: Class 18 contains 13297 members 
Mstep: Class 19 contains 2125 members 
Mstep: Class 20 contains 87619 members 
Mstep: Class 21 contains 17311 members 
Mstep: Class 22 contains 11638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28159690.000000 Penalty: 12120.199219
Iteration 4F: 21 clusters Score -2.815969e+07 nChanged 68407
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 324099 members 
Mstep: Class 6 contains 12659 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 22439 members 
Mstep: Class 10 contains 22590 members 
Mstep: Class 12 contains 4558 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 17 contains 8742 members 
Mstep: Class 18 contains 14196 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 75146 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 7850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 568.579468 but Gain 606.009766
Score: -28231468.000000 Penalty: 11514.189453
Iteration 5F: 20 clusters Score -2.823147e+07 nChanged 52268
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 340711 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 21526 members 
Mstep: Class 10 contains 20556 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 14 contains 1630 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 1997 members 
Mstep: Class 17 contains 7670 members 
Mstep: Class 18 contains 14216 members 
Mstep: Class 19 contains 3206 members 
Mstep: Class 20 contains 61558 members 
Mstep: Class 21 contains 15320 members 
Mstep: Class 22 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 505.955414 but Gain 606.010742
Score: -28269404.000000 Penalty: 10908.178711
Iteration 6F: 19 clusters Score -2.82694e+07 nChanged 36598
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 351452 members 
Mstep: Class 6 contains 10728 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 20793 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 12 contains 4501 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 13653 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 52420 members 
Mstep: Class 21 contains 14719 members 
Mstep: Class 22 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28289014.000000 Penalty: 10908.178711
Iteration 7F: 19 clusters Score -2.828901e+07 nChanged 26309
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 357018 members 
Mstep: Class 6 contains 10526 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 20485 members 
Mstep: Class 10 contains 17292 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 16 contains 1511 members 
Mstep: Class 17 contains 7103 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 47330 members 
Mstep: Class 21 contains 14367 members 
Mstep: Class 22 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28300604.000000 Penalty: 10908.178711
Iteration 8Q: 19 clusters Score -2.83006e+07 nChanged 20344
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 1529 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 359733 members 
Mstep: Class 6 contains 10449 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 20414 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 14 contains 1055 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 12393 members 
Mstep: Class 19 contains 4263 members 
Mstep: Class 20 contains 44503 members 
Mstep: Class 21 contains 14193 members 
Mstep: Class 22 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 570.987610 but Gain 606.009766
Score: -28309066.000000 Penalty: 10302.168945
Iteration 9Q: 18 clusters Score -2.830907e+07 nChanged 16787
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 361093 members 
Mstep: Class 6 contains 10303 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 9 contains 20441 members 
Mstep: Class 10 contains 15866 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 11856 members 
Mstep: Class 19 contains 4750 members 
Mstep: Class 20 contains 42833 members 
Mstep: Class 21 contains 14165 members 
Mstep: Class 22 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28316252.000000 Penalty: 10302.168945
Iteration 10Q: 18 clusters Score -2.831625e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 361653 members 
Mstep: Class 6 contains 10093 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 20384 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 14 contains 935 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 11430 members 
Mstep: Class 19 contains 5050 members 
Mstep: Class 20 contains 41627 members 
Mstep: Class 21 contains 14266 members 
Mstep: Class 22 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28321094.000000 Penalty: 10302.168945
Iteration 11Q: 18 clusters Score -2.832109e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 362075 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 20251 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 14 contains 881 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 6963 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 40693 members 
Mstep: Class 21 contains 14494 members 
Mstep: Class 22 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28325274.000000 Penalty: 10302.168945
Iteration 12Q: 18 clusters Score -2.832527e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 362470 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 20009 members 
Mstep: Class 10 contains 15149 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 10795 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 39885 members 
Mstep: Class 21 contains 14775 members 
Mstep: Class 22 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28329152.000000 Penalty: 10302.168945
Iteration 13Q: 18 clusters Score -2.832915e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 362875 members 
Mstep: Class 6 contains 9197 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 19710 members 
Mstep: Class 10 contains 15039 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 10643 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 39266 members 
Mstep: Class 21 contains 15008 members 
Mstep: Class 22 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28332842.000000 Penalty: 10302.168945
Iteration 14Q: 18 clusters Score -2.833284e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 363132 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 19410 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 10579 members 
Mstep: Class 19 contains 6241 members 
Mstep: Class 20 contains 38864 members 
Mstep: Class 21 contains 15206 members 
Mstep: Class 22 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28336414.000000 Penalty: 10302.168945
Iteration 15Q: 18 clusters Score -2.833641e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 108664 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 363233 members 
Mstep: Class 6 contains 8406 members 
Mstep: Class 8 contains 5631 members 
Mstep: Class 9 contains 19155 members 
Mstep: Class 10 contains 14867 members 
Mstep: Class 12 contains 4472 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 10819 members 
Mstep: Class 19 contains 6443 members 
Mstep: Class 20 contains 38499 members 
Mstep: Class 21 contains 15417 members 
Mstep: Class 22 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340136.000000 Penalty: 10302.168945
Iteration 16Q: 18 clusters Score -2.834014e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 108913 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 363149 members 
Mstep: Class 6 contains 7956 members 
Mstep: Class 8 contains 5992 members 
Mstep: Class 9 contains 18886 members 
Mstep: Class 10 contains 14772 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 14 contains 560 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 6623 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 15606 members 
Mstep: Class 22 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28342896.000000 Penalty: 10302.168945
Iteration 17Q: 18 clusters Score -2.83429e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 362998 members 
Mstep: Class 6 contains 7484 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 18607 members 
Mstep: Class 10 contains 14689 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 16 contains 2207 members 
Mstep: Class 17 contains 5613 members 
Mstep: Class 18 contains 12312 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 37622 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28345306.000000 Penalty: 10302.168945
Iteration 18Q: 18 clusters Score -2.834531e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 362810 members 
Mstep: Class 6 contains 7023 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 18352 members 
Mstep: Class 10 contains 14596 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 13303 members 
Mstep: Class 19 contains 6854 members 
Mstep: Class 20 contains 37109 members 
Mstep: Class 21 contains 15982 members 
Mstep: Class 22 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28347282.000000 Penalty: 10302.168945
Iteration 19Q: 18 clusters Score -2.834728e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 362795 members 
Mstep: Class 6 contains 6553 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 18110 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 5295 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 6946 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 16174 members 
Mstep: Class 22 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350926.000000 Penalty: 10302.168945
Iteration 20F: 18 clusters Score -2.835093e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 109152 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 361372 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 8 contains 7667 members 
Mstep: Class 9 contains 17852 members 
Mstep: Class 10 contains 14378 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 5162 members 
Mstep: Class 18 contains 15833 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 36154 members 
Mstep: Class 21 contains 16333 members 
Mstep: Class 22 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28353838.000000 Penalty: 10302.168945
Iteration 21Q: 18 clusters Score -2.835384e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 108981 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 360150 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 8 contains 8572 members 
Mstep: Class 9 contains 17582 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 14 contains 408 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 5027 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 35688 members 
Mstep: Class 21 contains 16456 members 
Mstep: Class 22 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 602.425049 but Gain 606.009766
Score: -28356020.000000 Penalty: 9696.159180
Iteration 22Q: 17 clusters Score -2.835602e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 359118 members 
Mstep: Class 6 contains 5180 members 
Mstep: Class 8 contains 9567 members 
Mstep: Class 9 contains 17292 members 
Mstep: Class 10 contains 14335 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 18702 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 35212 members 
Mstep: Class 21 contains 16628 members 
Mstep: Class 22 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358586.000000 Penalty: 9696.159180
Iteration 23Q: 17 clusters Score -2.835859e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 358043 members 
Mstep: Class 6 contains 4774 members 
Mstep: Class 8 contains 10593 members 
Mstep: Class 9 contains 16977 members 
Mstep: Class 10 contains 14311 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 2945 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 19908 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 34744 members 
Mstep: Class 21 contains 16688 members 
Mstep: Class 22 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28360126.000000 Penalty: 9696.159180
Iteration 24Q: 17 clusters Score -2.836013e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 357049 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 8 contains 11638 members 
Mstep: Class 9 contains 16706 members 
Mstep: Class 10 contains 14271 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 4657 members 
Mstep: Class 18 contains 20929 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 34296 members 
Mstep: Class 21 contains 16719 members 
Mstep: Class 22 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28361694.000000 Penalty: 9696.159180
Iteration 25Q: 17 clusters Score -2.836169e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 355997 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 8 contains 12688 members 
Mstep: Class 9 contains 16479 members 
Mstep: Class 10 contains 14258 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 16 contains 3072 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 21831 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 33885 members 
Mstep: Class 21 contains 16704 members 
Mstep: Class 22 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28363054.000000 Penalty: 9696.159180
Iteration 26Q: 17 clusters Score -2.836305e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 355264 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 8 contains 13624 members 
Mstep: Class 9 contains 16249 members 
Mstep: Class 10 contains 14223 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 22572 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 33462 members 
Mstep: Class 21 contains 16675 members 
Mstep: Class 22 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28363886.000000 Penalty: 9696.159180
Iteration 27Q: 17 clusters Score -2.836389e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 354669 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 8 contains 14442 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 14189 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 23214 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 33099 members 
Mstep: Class 21 contains 16652 members 
Mstep: Class 22 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28364498.000000 Penalty: 9696.159180
Iteration 28Q: 17 clusters Score -2.83645e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 354180 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 8 contains 15161 members 
Mstep: Class 9 contains 15810 members 
Mstep: Class 10 contains 14159 members 
Mstep: Class 12 contains 4451 members 
Mstep: Class 16 contains 3177 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 23801 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 32768 members 
Mstep: Class 21 contains 16601 members 
Mstep: Class 22 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28365130.000000 Penalty: 9696.159180
Iteration 29Q: 17 clusters Score -2.836513e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 353717 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 8 contains 15755 members 
Mstep: Class 9 contains 15628 members 
Mstep: Class 10 contains 14137 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 17 contains 4193 members 
Mstep: Class 18 contains 24329 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 32513 members 
Mstep: Class 21 contains 16542 members 
Mstep: Class 22 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28365736.000000 Penalty: 9696.159180
Iteration 30Q: 17 clusters Score -2.836574e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 108969 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 353348 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 8 contains 16281 members 
Mstep: Class 9 contains 15462 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 16 contains 3222 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 24795 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 32283 members 
Mstep: Class 21 contains 16510 members 
Mstep: Class 22 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28366066.000000 Penalty: 9696.159180
Iteration 31Q: 17 clusters Score -2.836607e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109008 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 353034 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 8 contains 16753 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 12 contains 4443 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 25217 members 
Mstep: Class 19 contains 7181 members 
Mstep: Class 20 contains 32068 members 
Mstep: Class 21 contains 16515 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28366346.000000 Penalty: 9696.159180
Iteration 32Q: 17 clusters Score -2.836635e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 352796 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 8 contains 17156 members 
Mstep: Class 9 contains 15129 members 
Mstep: Class 10 contains 14014 members 
Mstep: Class 12 contains 4443 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 25555 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 20 contains 31874 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28366746.000000 Penalty: 9696.159180
Iteration 33Q: 17 clusters Score -2.836675e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109061 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 352667 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 8 contains 17522 members 
Mstep: Class 9 contains 14981 members 
Mstep: Class 10 contains 13947 members 
Mstep: Class 12 contains 4443 members 
Mstep: Class 16 contains 3252 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 25831 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 31689 members 
Mstep: Class 21 contains 16597 members 
Mstep: Class 22 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28366988.000000 Penalty: 9696.159180
Iteration 34Q: 17 clusters Score -2.836699e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 352554 members 
Mstep: Class 6 contains 2423 members 
Mstep: Class 8 contains 17840 members 
Mstep: Class 9 contains 14848 members 
Mstep: Class 10 contains 13883 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 26064 members 
Mstep: Class 19 contains 7108 members 
Mstep: Class 20 contains 31538 members 
Mstep: Class 21 contains 16659 members 
Mstep: Class 22 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28367256.000000 Penalty: 9696.159180
Iteration 35Q: 17 clusters Score -2.836726e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 352425 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 8 contains 18103 members 
Mstep: Class 9 contains 14718 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 26273 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 16776 members 
Mstep: Class 22 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28367558.000000 Penalty: 9696.159180
Iteration 36Q: 17 clusters Score -2.836756e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 352320 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 8 contains 18333 members 
Mstep: Class 9 contains 14579 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 7059 members 
Mstep: Class 20 contains 31303 members 
Mstep: Class 21 contains 16880 members 
Mstep: Class 22 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28367808.000000 Penalty: 9696.159180
Iteration 37Q: 17 clusters Score -2.836781e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 352237 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 8 contains 18512 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 13528 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 26638 members 
Mstep: Class 19 contains 7029 members 
Mstep: Class 20 contains 31212 members 
Mstep: Class 21 contains 17012 members 
Mstep: Class 22 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28367848.000000 Penalty: 9696.159180
Iteration 38Q: 17 clusters Score -2.836785e+07 nChanged 1158
Entering ConstructFrom: 
Score: -28367848.000000 Penalty: 9696.159180
Entering ConstructFrom: 
Trying to split cluster 1 (109182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Entering Unmasked Estep 
Score: -5343133.000000 Penalty: 527.835144
	Iteration 0F: 2 clusters Score -5343133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -5269492.000000 Penalty: 1055.670288
	Iteration 0F: 3 clusters Score -5269492 nChanged 53331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -5305947.500000 Penalty: 1055.670288
	Iteration 1F: 3 clusters Score -5305948 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -5312819.000000 Penalty: 1055.670288
	Iteration 2F: 3 clusters Score -5312819 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -5323580.000000 Penalty: 1055.670288
	Iteration 3F: 3 clusters Score -5323580 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -5333952.500000 Penalty: 1055.670288
	Iteration 4F: 3 clusters Score -5333952 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -5339853.000000 Penalty: 1055.670288
	Iteration 5F: 3 clusters Score -5339853 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 108231 members 
Entering Unmasked Estep 
Score: -5341931.000000 Penalty: 1055.670288
	Iteration 6Q: 3 clusters Score -5341931 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -5342449.000000 Penalty: 1055.670288
	Iteration 7Q: 3 clusters Score -5342449 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 109007 members 
Entering Unmasked Estep 
Score: -5342635.500000 Penalty: 1055.670288
	Iteration 8Q: 3 clusters Score -5342636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 109042 members 
Entering Unmasked Estep 
Score: -5342695.500000 Penalty: 1055.670288
	Iteration 9Q: 3 clusters Score -5342696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109043 members 
Entering Unmasked Estep 
Score: -5342718.500000 Penalty: 1055.670288
	Iteration 10Q: 3 clusters Score -5342718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 109047 members 
Entering Unmasked Estep 
Score: -5342729.500000 Penalty: 1055.670288
	Iteration 11Q: 3 clusters Score -5342730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 109052 members 
Entering Unmasked Estep 
Score: -5342737.500000 Penalty: 1055.670288
	Iteration 12Q: 3 clusters Score -5342738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109054 members 
Entering Unmasked Estep 
Score: -5342750.500000 Penalty: 1055.670288
	Iteration 13Q: 3 clusters Score -5342750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -5342749.500000 Penalty: 1055.670288
	Iteration 14Q: 3 clusters Score -5342750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -5342751.500000 Penalty: 1055.670288
	Iteration 15Q: 3 clusters Score -5342752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -5342751.500000 Penalty: 1055.670288
	Iteration 16Q: 3 clusters Score -5342752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109059 members 
Entering Unmasked Estep 
Score: -5342752.500000 Penalty: 1055.670288
	Iteration 17Q: 3 clusters Score -5342752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -5342755.500000 Penalty: 1055.670288
	Iteration 18Q: 3 clusters Score -5342756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -5342755.500000 Penalty: 1055.670288
	Iteration 19F: 3 clusters Score -5342756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -55203.457031 Penalty: 333.533447
	Iteration 0F: 2 clusters Score -55203.46 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 726 members 
Entering Unmasked Estep 
Score: -54142.417969 Penalty: 667.066895
	Iteration 0F: 3 clusters Score -54142.42 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55619.570312 Penalty: 667.066895
	Iteration 1F: 3 clusters Score -55619.57 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -56346.371094 Penalty: 667.066895
	Iteration 2F: 3 clusters Score -56346.37 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -56738.539062 Penalty: 667.066895
	Iteration 3F: 3 clusters Score -56738.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -56965.859375 Penalty: 667.066895
	Iteration 4Q: 3 clusters Score -56965.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -56980.179688 Penalty: 667.066895
	Iteration 5Q: 3 clusters Score -56980.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -56983.402344 Penalty: 667.066895
	Iteration 6Q: 3 clusters Score -56983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -56985.269531 Penalty: 667.066895
	Iteration 7Q: 3 clusters Score -56985.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -56986.160156 Penalty: 667.066895
	Iteration 8Q: 3 clusters Score -56986.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -56986.980469 Penalty: 667.066895
	Iteration 9Q: 3 clusters Score -56986.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -56987.972656 Penalty: 667.066895
	Iteration 10Q: 3 clusters Score -56987.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -56989.839844 Penalty: 667.066895
	Iteration 11Q: 3 clusters Score -56989.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -56991.433594 Penalty: 667.066895
	Iteration 12Q: 3 clusters Score -56991.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -56995.078125 Penalty: 667.066895
	Iteration 13Q: 3 clusters Score -56995.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -57004.847656 Penalty: 667.066895
	Iteration 14Q: 3 clusters Score -57004.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -57026.121094 Penalty: 667.066895
	Iteration 15Q: 3 clusters Score -57026.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -57032.410156 Penalty: 667.066895
	Iteration 16Q: 3 clusters Score -57032.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -57033.140625 Penalty: 667.066895
	Iteration 17Q: 3 clusters Score -57033.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -57033.472656 Penalty: 667.066895
	Iteration 18Q: 3 clusters Score -57033.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -57033.472656 Penalty: 667.066895
	Iteration 19F: 3 clusters Score -57033.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 352112 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 10 contains 13409 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 26799 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 31139 members 
Mstep: Class 21 contains 17197 members 
Mstep: Class 22 contains 2043 members 
Entering Unmasked Estep 
Score: -28369578.000000 Penalty: 10302.168945
Splitting cluster 2 changes total score from -28367848.000000 to -28369578.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -53148.035156 Penalty: 331.459351
	Iteration 0F: 2 clusters Score -53148.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -52088.351562 Penalty: 662.918701
	Iteration 0F: 3 clusters Score -52088.35 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -53237.070312 Penalty: 662.918701
	Iteration 1F: 3 clusters Score -53237.07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -54109.878906 Penalty: 662.918701
	Iteration 2F: 3 clusters Score -54109.88 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -54681.156250 Penalty: 662.918701
	Iteration 3F: 3 clusters Score -54681.16 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -54989.703125 Penalty: 662.918701
	Iteration 4F: 3 clusters Score -54989.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -55108.945312 Penalty: 662.918701
	Iteration 5Q: 3 clusters Score -55108.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -55172.183594 Penalty: 662.918701
	Iteration 6Q: 3 clusters Score -55172.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -55187.398438 Penalty: 662.918701
	Iteration 7Q: 3 clusters Score -55187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -55191.605469 Penalty: 662.918701
	Iteration 8Q: 3 clusters Score -55191.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -55195.382812 Penalty: 662.918701
	Iteration 9Q: 3 clusters Score -55195.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -55197.988281 Penalty: 662.918701
	Iteration 10Q: 3 clusters Score -55197.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -55201.683594 Penalty: 662.918701
	Iteration 11Q: 3 clusters Score -55201.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -55206.421875 Penalty: 662.918701
	Iteration 12Q: 3 clusters Score -55206.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -55218.656250 Penalty: 662.918701
	Iteration 13Q: 3 clusters Score -55218.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -55242.558594 Penalty: 662.918701
	Iteration 14Q: 3 clusters Score -55242.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -55259.789062 Penalty: 662.918701
	Iteration 15Q: 3 clusters Score -55259.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -55274.046875 Penalty: 662.918701
	Iteration 16Q: 3 clusters Score -55274.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -55282.929688 Penalty: 662.918701
	Iteration 17Q: 3 clusters Score -55282.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -55288.652344 Penalty: 662.918701
	Iteration 18Q: 3 clusters Score -55288.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -55294.636719 Penalty: 662.918701
	Iteration 19Q: 3 clusters Score -55294.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -55297.277344 Penalty: 662.918701
	Iteration 20F: 3 clusters Score -55297.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -55300.210938 Penalty: 662.918701
	Iteration 21Q: 3 clusters Score -55300.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -55303.394531 Penalty: 662.918701
	Iteration 22Q: 3 clusters Score -55303.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -55304.636719 Penalty: 662.918701
	Iteration 23Q: 3 clusters Score -55304.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -55304.714844 Penalty: 662.918701
	Iteration 24Q: 3 clusters Score -55304.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -55305.066406 Penalty: 662.918701
	Iteration 25Q: 3 clusters Score -55305.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -55305.066406 Penalty: 662.918701
	Iteration 26F: 3 clusters Score -55305.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 352112 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 10 contains 13409 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 26799 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 31139 members 
Mstep: Class 21 contains 17197 members 
Mstep: Class 22 contains 2043 members 
Entering Unmasked Estep 
Score: -28371452.000000 Penalty: 10908.178711
Splitting cluster 4 changes total score from -28367848.000000 to -28371452.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (352112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352112 members 
Entering Unmasked Estep 
Score: -16769493.000000 Penalty: 581.112549
	Iteration 0F: 2 clusters Score -1.676949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 176429 members 
Entering Unmasked Estep 
Score: -16541212.000000 Penalty: 1162.225098
	Iteration 0F: 3 clusters Score -1.654121e+07 nChanged 173776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 208915 members 
Entering Unmasked Estep 
Score: -16650618.000000 Penalty: 1162.225098
	Iteration 1F: 3 clusters Score -1.665062e+07 nChanged 23192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124691 members 
Mstep: Class 2 contains 227421 members 
Entering Unmasked Estep 
Score: -16659511.000000 Penalty: 1162.225098
	Iteration 2F: 3 clusters Score -1.665951e+07 nChanged 27176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 251229 members 
Entering Unmasked Estep 
Score: -16674316.000000 Penalty: 1162.225098
	Iteration 3F: 3 clusters Score -1.667432e+07 nChanged 29352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 278571 members 
Entering Unmasked Estep 
Score: -16695855.000000 Penalty: 1162.225098
	Iteration 4F: 3 clusters Score -1.669586e+07 nChanged 26938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 304689 members 
Entering Unmasked Estep 
Score: -16731777.000000 Penalty: 1162.225098
	Iteration 5F: 3 clusters Score -1.673178e+07 nChanged 23376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 328037 members 
Entering Unmasked Estep 
Score: -16757696.000000 Penalty: 1162.225098
	Iteration 6F: 3 clusters Score -1.67577e+07 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 344325 members 
Entering Unmasked Estep 
Score: -16767304.000000 Penalty: 1162.225098
	Iteration 7Q: 3 clusters Score -1.67673e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 350253 members 
Entering Unmasked Estep 
Score: -16768972.000000 Penalty: 1162.225098
	Iteration 8Q: 3 clusters Score -1.676897e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 351579 members 
Entering Unmasked Estep 
Score: -16769101.000000 Penalty: 1162.225098
	Iteration 9Q: 3 clusters Score -1.67691e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 351841 members 
Entering Unmasked Estep 
Score: -16769205.000000 Penalty: 1162.225098
	Iteration 10Q: 3 clusters Score -1.67692e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 351840 members 
Entering Unmasked Estep 
Score: -16769322.000000 Penalty: 1162.225098
	Iteration 11Q: 3 clusters Score -1.676932e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 351813 members 
Entering Unmasked Estep 
Score: -16769427.000000 Penalty: 1162.225098
	Iteration 12Q: 3 clusters Score -1.676943e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 351773 members 
Entering Unmasked Estep 
Score: -16769461.000000 Penalty: 1162.225098
	Iteration 13Q: 3 clusters Score -1.676946e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 351740 members 
Entering Unmasked Estep 
Score: -16769495.000000 Penalty: 1162.225098
	Iteration 14Q: 3 clusters Score -1.67695e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 351705 members 
Entering Unmasked Estep 
Score: -16769567.000000 Penalty: 1162.225098
	Iteration 15Q: 3 clusters Score -1.676957e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 351659 members 
Entering Unmasked Estep 
Score: -16769668.000000 Penalty: 1162.225098
	Iteration 16Q: 3 clusters Score -1.676967e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 351610 members 
Entering Unmasked Estep 
Score: -16769744.000000 Penalty: 1162.225098
	Iteration 17Q: 3 clusters Score -1.676974e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 351575 members 
Entering Unmasked Estep 
Score: -16769788.000000 Penalty: 1162.225098
	Iteration 18Q: 3 clusters Score -1.676979e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 351543 members 
Entering Unmasked Estep 
Score: -16769814.000000 Penalty: 1162.225098
	Iteration 19Q: 3 clusters Score -1.676981e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 351513 members 
Entering Unmasked Estep 
Score: -16769841.000000 Penalty: 1162.225098
	Iteration 20F: 3 clusters Score -1.676984e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 351481 members 
Entering Unmasked Estep 
Score: -16769866.000000 Penalty: 1162.225098
	Iteration 21Q: 3 clusters Score -1.676987e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 351453 members 
Entering Unmasked Estep 
Score: -16769884.000000 Penalty: 1162.225098
	Iteration 22Q: 3 clusters Score -1.676988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 351434 members 
Entering Unmasked Estep 
Score: -16769914.000000 Penalty: 1162.225098
	Iteration 23Q: 3 clusters Score -1.676991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 351409 members 
Entering Unmasked Estep 
Score: -16769940.000000 Penalty: 1162.225098
	Iteration 24Q: 3 clusters Score -1.676994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 351379 members 
Entering Unmasked Estep 
Score: -16769951.000000 Penalty: 1162.225098
	Iteration 25Q: 3 clusters Score -1.676995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 351353 members 
Entering Unmasked Estep 
Score: -16770006.000000 Penalty: 1162.225098
	Iteration 26Q: 3 clusters Score -1.677001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 351329 members 
Entering Unmasked Estep 
Score: -16770019.000000 Penalty: 1162.225098
	Iteration 27Q: 3 clusters Score -1.677002e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 351306 members 
Entering Unmasked Estep 
Score: -16770059.000000 Penalty: 1162.225098
	Iteration 28Q: 3 clusters Score -1.677006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 351284 members 
Entering Unmasked Estep 
Score: -16770090.000000 Penalty: 1162.225098
	Iteration 29Q: 3 clusters Score -1.677009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 351261 members 
Entering Unmasked Estep 
Score: -16770132.000000 Penalty: 1162.225098
	Iteration 30Q: 3 clusters Score -1.677013e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 351232 members 
Entering Unmasked Estep 
Score: -16770179.000000 Penalty: 1162.225098
	Iteration 31Q: 3 clusters Score -1.677018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 351210 members 
Entering Unmasked Estep 
Score: -16770193.000000 Penalty: 1162.225098
	Iteration 32Q: 3 clusters Score -1.677019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 351191 members 
Entering Unmasked Estep 
Score: -16770182.000000 Penalty: 1162.225098
	Iteration 33Q: 3 clusters Score -1.677018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 351169 members 
Entering Unmasked Estep 
Score: -16770214.000000 Penalty: 1162.225098
	Iteration 34Q: 3 clusters Score -1.677021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 351148 members 
Entering Unmasked Estep 
Score: -16770237.000000 Penalty: 1162.225098
	Iteration 35Q: 3 clusters Score -1.677024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 351142 members 
Entering Unmasked Estep 
Score: -16770247.000000 Penalty: 1162.225098
	Iteration 36Q: 3 clusters Score -1.677025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 351136 members 
Entering Unmasked Estep 
Score: -16770264.000000 Penalty: 1162.225098
	Iteration 37Q: 3 clusters Score -1.677026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 351129 members 
Entering Unmasked Estep 
Score: -16770258.000000 Penalty: 1162.225098
	Iteration 38Q: 3 clusters Score -1.677026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 351127 members 
Entering Unmasked Estep 
Score: -16770271.000000 Penalty: 1162.225098
	Iteration 39Q: 3 clusters Score -1.677027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 351121 members 
Entering Unmasked Estep 
Score: -16770280.000000 Penalty: 1162.225098
	Iteration 40F: 3 clusters Score -1.677028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 351116 members 
Entering Unmasked Estep 
Score: -16770294.000000 Penalty: 1162.225098
	Iteration 41Q: 3 clusters Score -1.677029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 351110 members 
Entering Unmasked Estep 
Score: -16770296.000000 Penalty: 1162.225098
	Iteration 42Q: 3 clusters Score -1.67703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 351104 members 
Entering Unmasked Estep 
Score: -16770297.000000 Penalty: 1162.225098
	Iteration 43Q: 3 clusters Score -1.67703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 351100 members 
Entering Unmasked Estep 
Score: -16770293.000000 Penalty: 1162.225098
	Iteration 44Q: 3 clusters Score -1.677029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 351094 members 
Entering Unmasked Estep 
Score: -16770294.000000 Penalty: 1162.225098
	Iteration 45Q: 3 clusters Score -1.677029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 351092 members 
Entering Unmasked Estep 
Score: -16770298.000000 Penalty: 1162.225098
	Iteration 46Q: 3 clusters Score -1.67703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 351092 members 
Entering Unmasked Estep 
Score: -16770288.000000 Penalty: 1162.225098
	Iteration 47Q: 3 clusters Score -1.677029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 351092 members 
Entering Unmasked Estep 
Score: -16770292.000000 Penalty: 1162.225098
	Iteration 48Q: 3 clusters Score -1.677029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 351092 members 
Entering Unmasked Estep 
Score: -16770300.000000 Penalty: 1162.225098
	Iteration 49Q: 3 clusters Score -1.67703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 351093 members 
Entering Unmasked Estep 
Score: -16770294.000000 Penalty: 1162.225098
	Iteration 50Q: 3 clusters Score -1.677029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 351093 members 
Entering Unmasked Estep 
Score: -16770294.000000 Penalty: 1162.225098
	Iteration 51F: 3 clusters Score -1.677029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 10 contains 13409 members 
Mstep: Class 11 contains 351093 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 26799 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 31139 members 
Mstep: Class 21 contains 17197 members 
Mstep: Class 22 contains 2043 members 
Entering Unmasked Estep 
Score: -28372132.000000 Penalty: 11514.189453
Splitting cluster 5 changes total score from -28367848.000000 to -28372132.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -112412.000000 Penalty: 349.762146
	Iteration 0F: 2 clusters Score -112412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -110821.664062 Penalty: 699.524292
	Iteration 0F: 3 clusters Score -110821.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -111393.203125 Penalty: 699.524292
	Iteration 1F: 3 clusters Score -111393.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -111468.523438 Penalty: 699.524292
	Iteration 2F: 3 clusters Score -111468.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -111549.570312 Penalty: 699.524292
	Iteration 3Q: 3 clusters Score -111549.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -111646.343750 Penalty: 699.524292
	Iteration 4F: 3 clusters Score -111646.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -111722.195312 Penalty: 699.524292
	Iteration 5Q: 3 clusters Score -111722.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -111792.468750 Penalty: 699.524292
	Iteration 6Q: 3 clusters Score -111792.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -111853.523438 Penalty: 699.524292
	Iteration 7Q: 3 clusters Score -111853.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -111906.828125 Penalty: 699.524292
	Iteration 8Q: 3 clusters Score -111906.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -111943.890625 Penalty: 699.524292
	Iteration 9Q: 3 clusters Score -111943.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -111973.406250 Penalty: 699.524292
	Iteration 10Q: 3 clusters Score -111973.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -111988.640625 Penalty: 699.524292
	Iteration 11Q: 3 clusters Score -111988.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -111998.554688 Penalty: 699.524292
	Iteration 12Q: 3 clusters Score -111998.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -112006.281250 Penalty: 699.524292
	Iteration 13Q: 3 clusters Score -112006.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -112014.554688 Penalty: 699.524292
	Iteration 14Q: 3 clusters Score -112014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -112019.039062 Penalty: 699.524292
	Iteration 15Q: 3 clusters Score -112019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -112021.179688 Penalty: 699.524292
	Iteration 16Q: 3 clusters Score -112021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -112022.078125 Penalty: 699.524292
	Iteration 17Q: 3 clusters Score -112022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -112023.664062 Penalty: 699.524292
	Iteration 18Q: 3 clusters Score -112023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -112024.617188 Penalty: 699.524292
	Iteration 19Q: 3 clusters Score -112024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -112025.742188 Penalty: 699.524292
	Iteration 20F: 3 clusters Score -112025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -112028.414062 Penalty: 699.524292
	Iteration 21Q: 3 clusters Score -112028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -112031.453125 Penalty: 699.524292
	Iteration 22Q: 3 clusters Score -112031.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -112034.320312 Penalty: 699.524292
	Iteration 23Q: 3 clusters Score -112034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -112037.093750 Penalty: 699.524292
	Iteration 24Q: 3 clusters Score -112037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -112039.085938 Penalty: 699.524292
	Iteration 25Q: 3 clusters Score -112039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -112041.468750 Penalty: 699.524292
	Iteration 26Q: 3 clusters Score -112041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -112042.937500 Penalty: 699.524292
	Iteration 27Q: 3 clusters Score -112042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -112045.343750 Penalty: 699.524292
	Iteration 28Q: 3 clusters Score -112045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -112049.273438 Penalty: 699.524292
	Iteration 29Q: 3 clusters Score -112049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -112052.953125 Penalty: 699.524292
	Iteration 30Q: 3 clusters Score -112053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -112055.945312 Penalty: 699.524292
	Iteration 31Q: 3 clusters Score -112055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -112057.703125 Penalty: 699.524292
	Iteration 32Q: 3 clusters Score -112057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -112058.085938 Penalty: 699.524292
	Iteration 33Q: 3 clusters Score -112058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -112058.085938 Penalty: 699.524292
	Iteration 34F: 3 clusters Score -112058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Entering Unmasked Estep 
Score: -952949.625000 Penalty: 447.402039
	Iteration 0F: 2 clusters Score -952949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -940628.312500 Penalty: 894.804077
	Iteration 0F: 3 clusters Score -940628.3 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -945736.312500 Penalty: 894.804077
	Iteration 1F: 3 clusters Score -945736.3 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -946116.312500 Penalty: 894.804077
	Iteration 2F: 3 clusters Score -946116.3 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -946645.062500 Penalty: 894.804077
	Iteration 3F: 3 clusters Score -946645.1 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -947440.062500 Penalty: 894.804077
	Iteration 4F: 3 clusters Score -947440.1 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -948575.437500 Penalty: 894.804077
	Iteration 5F: 3 clusters Score -948575.4 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -949846.625000 Penalty: 894.804077
	Iteration 6F: 3 clusters Score -949846.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -950790.500000 Penalty: 894.804077
	Iteration 7F: 3 clusters Score -950790.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -951287.000000 Penalty: 894.804077
	Iteration 8Q: 3 clusters Score -951287 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -951513.875000 Penalty: 894.804077
	Iteration 9Q: 3 clusters Score -951513.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -951676.500000 Penalty: 894.804077
	Iteration 10Q: 3 clusters Score -951676.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -951830.750000 Penalty: 894.804077
	Iteration 11Q: 3 clusters Score -951830.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -951960.937500 Penalty: 894.804077
	Iteration 12Q: 3 clusters Score -951960.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -952079.937500 Penalty: 894.804077
	Iteration 13Q: 3 clusters Score -952079.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -952188.500000 Penalty: 894.804077
	Iteration 14Q: 3 clusters Score -952188.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -952260.125000 Penalty: 894.804077
	Iteration 15Q: 3 clusters Score -952260.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -952322.750000 Penalty: 894.804077
	Iteration 16Q: 3 clusters Score -952322.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -952381.062500 Penalty: 894.804077
	Iteration 17Q: 3 clusters Score -952381.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -952430.562500 Penalty: 894.804077
	Iteration 18Q: 3 clusters Score -952430.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -952472.687500 Penalty: 894.804077
	Iteration 19Q: 3 clusters Score -952472.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -952500.250000 Penalty: 894.804077
	Iteration 20F: 3 clusters Score -952500.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -952519.937500 Penalty: 894.804077
	Iteration 21Q: 3 clusters Score -952519.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -952530.812500 Penalty: 894.804077
	Iteration 22Q: 3 clusters Score -952530.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -952538.562500 Penalty: 894.804077
	Iteration 23Q: 3 clusters Score -952538.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -952547.437500 Penalty: 894.804077
	Iteration 24Q: 3 clusters Score -952547.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -952552.875000 Penalty: 894.804077
	Iteration 25Q: 3 clusters Score -952552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -952558.625000 Penalty: 894.804077
	Iteration 26Q: 3 clusters Score -952558.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -952562.562500 Penalty: 894.804077
	Iteration 27Q: 3 clusters Score -952562.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -952567.187500 Penalty: 894.804077
	Iteration 28Q: 3 clusters Score -952567.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -952571.375000 Penalty: 894.804077
	Iteration 29Q: 3 clusters Score -952571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -952574.312500 Penalty: 894.804077
	Iteration 30Q: 3 clusters Score -952574.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -952577.000000 Penalty: 894.804077
	Iteration 31Q: 3 clusters Score -952577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -952579.000000 Penalty: 894.804077
	Iteration 32Q: 3 clusters Score -952579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -952580.875000 Penalty: 894.804077
	Iteration 33Q: 3 clusters Score -952580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -952581.937500 Penalty: 894.804077
	Iteration 34Q: 3 clusters Score -952581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -952582.875000 Penalty: 894.804077
	Iteration 35Q: 3 clusters Score -952582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -952583.562500 Penalty: 894.804077
	Iteration 36Q: 3 clusters Score -952583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -952583.062500 Penalty: 894.804077
	Iteration 37Q: 3 clusters Score -952583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -952583.125000 Penalty: 894.804077
	Iteration 38Q: 3 clusters Score -952583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -952583.812500 Penalty: 894.804077
	Iteration 39Q: 3 clusters Score -952583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -952583.250000 Penalty: 894.804077
	Iteration 40F: 3 clusters Score -952583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -952582.625000 Penalty: 894.804077
	Iteration 41Q: 3 clusters Score -952582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -952584.437500 Penalty: 894.804077
	Iteration 42Q: 3 clusters Score -952584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -952584.375000 Penalty: 894.804077
	Iteration 43Q: 3 clusters Score -952584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -952586.000000 Penalty: 894.804077
	Iteration 44Q: 3 clusters Score -952586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -952586.000000 Penalty: 894.804077
	Iteration 45F: 3 clusters Score -952586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -663954.750000 Penalty: 435.293732
	Iteration 0F: 2 clusters Score -663954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -654320.250000 Penalty: 870.587463
	Iteration 0F: 3 clusters Score -654320.2 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -658285.000000 Penalty: 870.587463
	Iteration 1F: 3 clusters Score -658285 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -658653.312500 Penalty: 870.587463
	Iteration 2F: 3 clusters Score -658653.3 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -659202.437500 Penalty: 870.587463
	Iteration 3F: 3 clusters Score -659202.4 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -660026.125000 Penalty: 870.587463
	Iteration 4F: 3 clusters Score -660026.1 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -661046.562500 Penalty: 870.587463
	Iteration 5F: 3 clusters Score -661046.6 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -661940.875000 Penalty: 870.587463
	Iteration 6F: 3 clusters Score -661940.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -662744.687500 Penalty: 870.587463
	Iteration 7Q: 3 clusters Score -662744.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -663253.375000 Penalty: 870.587463
	Iteration 8Q: 3 clusters Score -663253.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -663423.312500 Penalty: 870.587463
	Iteration 9Q: 3 clusters Score -663423.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -663508.125000 Penalty: 870.587463
	Iteration 10Q: 3 clusters Score -663508.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -663550.000000 Penalty: 870.587463
	Iteration 11Q: 3 clusters Score -663550 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -663576.875000 Penalty: 870.587463
	Iteration 12Q: 3 clusters Score -663576.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -663603.625000 Penalty: 870.587463
	Iteration 13Q: 3 clusters Score -663603.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -663621.000000 Penalty: 870.587463
	Iteration 14Q: 3 clusters Score -663621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -663636.312500 Penalty: 870.587463
	Iteration 15Q: 3 clusters Score -663636.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -663647.500000 Penalty: 870.587463
	Iteration 16Q: 3 clusters Score -663647.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -663656.375000 Penalty: 870.587463
	Iteration 17Q: 3 clusters Score -663656.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -663664.250000 Penalty: 870.587463
	Iteration 18Q: 3 clusters Score -663664.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -663669.750000 Penalty: 870.587463
	Iteration 19Q: 3 clusters Score -663669.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -663672.937500 Penalty: 870.587463
	Iteration 20F: 3 clusters Score -663672.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -663678.562500 Penalty: 870.587463
	Iteration 21Q: 3 clusters Score -663678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -663682.312500 Penalty: 870.587463
	Iteration 22Q: 3 clusters Score -663682.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -663684.625000 Penalty: 870.587463
	Iteration 23Q: 3 clusters Score -663684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -663686.875000 Penalty: 870.587463
	Iteration 24Q: 3 clusters Score -663686.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -663691.125000 Penalty: 870.587463
	Iteration 25Q: 3 clusters Score -663691.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -663696.000000 Penalty: 870.587463
	Iteration 26Q: 3 clusters Score -663696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -663699.125000 Penalty: 870.587463
	Iteration 27Q: 3 clusters Score -663699.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -663702.812500 Penalty: 870.587463
	Iteration 28Q: 3 clusters Score -663702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -663704.437500 Penalty: 870.587463
	Iteration 29Q: 3 clusters Score -663704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -663705.062500 Penalty: 870.587463
	Iteration 30Q: 3 clusters Score -663705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -663706.000000 Penalty: 870.587463
	Iteration 31Q: 3 clusters Score -663706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -663707.812500 Penalty: 870.587463
	Iteration 32Q: 3 clusters Score -663707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -663708.187500 Penalty: 870.587463
	Iteration 33Q: 3 clusters Score -663708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -663708.250000 Penalty: 870.587463
	Iteration 34Q: 3 clusters Score -663708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -663708.437500 Penalty: 870.587463
	Iteration 35Q: 3 clusters Score -663708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -663708.250000 Penalty: 870.587463
	Iteration 36Q: 3 clusters Score -663708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -663708.250000 Penalty: 870.587463
	Iteration 37F: 3 clusters Score -663708.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Entering Unmasked Estep 
Score: -620978.812500 Penalty: 432.417480
	Iteration 0F: 2 clusters Score -620978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -612103.375000 Penalty: 864.834961
	Iteration 0F: 3 clusters Score -612103.4 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -616054.312500 Penalty: 864.834961
	Iteration 1F: 3 clusters Score -616054.3 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -616603.562500 Penalty: 864.834961
	Iteration 2F: 3 clusters Score -616603.6 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -617232.000000 Penalty: 864.834961
	Iteration 3F: 3 clusters Score -617232 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -617963.312500 Penalty: 864.834961
	Iteration 4F: 3 clusters Score -617963.3 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -618699.375000 Penalty: 864.834961
	Iteration 5F: 3 clusters Score -618699.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -619287.000000 Penalty: 864.834961
	Iteration 6F: 3 clusters Score -619287 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -619680.562500 Penalty: 864.834961
	Iteration 7Q: 3 clusters Score -619680.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -620017.750000 Penalty: 864.834961
	Iteration 8Q: 3 clusters Score -620017.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -620249.875000 Penalty: 864.834961
	Iteration 9Q: 3 clusters Score -620249.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -620427.187500 Penalty: 864.834961
	Iteration 10Q: 3 clusters Score -620427.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -620531.250000 Penalty: 864.834961
	Iteration 11Q: 3 clusters Score -620531.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -620590.312500 Penalty: 864.834961
	Iteration 12Q: 3 clusters Score -620590.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -620624.000000 Penalty: 864.834961
	Iteration 13Q: 3 clusters Score -620624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -620647.687500 Penalty: 864.834961
	Iteration 14Q: 3 clusters Score -620647.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -620654.750000 Penalty: 864.834961
	Iteration 15Q: 3 clusters Score -620654.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -620658.500000 Penalty: 864.834961
	Iteration 16Q: 3 clusters Score -620658.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -620661.562500 Penalty: 864.834961
	Iteration 17Q: 3 clusters Score -620661.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -620663.937500 Penalty: 864.834961
	Iteration 18Q: 3 clusters Score -620663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -620664.500000 Penalty: 864.834961
	Iteration 19Q: 3 clusters Score -620664.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -620666.500000 Penalty: 864.834961
	Iteration 20F: 3 clusters Score -620666.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -620669.812500 Penalty: 864.834961
	Iteration 21Q: 3 clusters Score -620669.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -620669.812500 Penalty: 864.834961
	Iteration 22Q: 3 clusters Score -620669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -620670.437500 Penalty: 864.834961
	Iteration 23Q: 3 clusters Score -620670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -620671.562500 Penalty: 864.834961
	Iteration 24Q: 3 clusters Score -620671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -620671.375000 Penalty: 864.834961
	Iteration 25Q: 3 clusters Score -620671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -620672.062500 Penalty: 864.834961
	Iteration 26Q: 3 clusters Score -620672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -620673.187500 Penalty: 864.834961
	Iteration 27Q: 3 clusters Score -620673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -620674.250000 Penalty: 864.834961
	Iteration 28Q: 3 clusters Score -620674.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -620674.500000 Penalty: 864.834961
	Iteration 29Q: 3 clusters Score -620674.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -620673.625000 Penalty: 864.834961
	Iteration 30Q: 3 clusters Score -620673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -620675.312500 Penalty: 864.834961
	Iteration 31Q: 3 clusters Score -620675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -620676.312500 Penalty: 864.834961
	Iteration 32Q: 3 clusters Score -620676.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -620677.062500 Penalty: 864.834961
	Iteration 33Q: 3 clusters Score -620677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -620679.375000 Penalty: 864.834961
	Iteration 34Q: 3 clusters Score -620679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -620680.375000 Penalty: 864.834961
	Iteration 35Q: 3 clusters Score -620680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -620679.000000 Penalty: 864.834961
	Iteration 36Q: 3 clusters Score -620679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -620680.375000 Penalty: 864.834961
	Iteration 37Q: 3 clusters Score -620680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -620679.937500 Penalty: 864.834961
	Iteration 38Q: 3 clusters Score -620679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -620679.500000 Penalty: 864.834961
	Iteration 39Q: 3 clusters Score -620679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -620679.312500 Penalty: 864.834961
	Iteration 40F: 3 clusters Score -620679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -620680.437500 Penalty: 864.834961
	Iteration 41Q: 3 clusters Score -620680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -620680.312500 Penalty: 864.834961
	Iteration 42Q: 3 clusters Score -620680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -620680.125000 Penalty: 864.834961
	Iteration 43Q: 3 clusters Score -620680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -620679.937500 Penalty: 864.834961
	Iteration 44Q: 3 clusters Score -620679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -620680.875000 Penalty: 864.834961
	Iteration 45Q: 3 clusters Score -620680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -620681.937500 Penalty: 864.834961
	Iteration 46Q: 3 clusters Score -620681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -620682.125000 Penalty: 864.834961
	Iteration 47Q: 3 clusters Score -620682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -620682.750000 Penalty: 864.834961
	Iteration 48Q: 3 clusters Score -620682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -620682.187500 Penalty: 864.834961
	Iteration 49Q: 3 clusters Score -620682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -620681.687500 Penalty: 864.834961
	Iteration 50Q: 3 clusters Score -620681.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -620681.375000 Penalty: 864.834961
	Iteration 51Q: 3 clusters Score -620681.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -620682.937500 Penalty: 864.834961
	Iteration 52Q: 3 clusters Score -620682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -620682.437500 Penalty: 864.834961
	Iteration 53Q: 3 clusters Score -620682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -620683.937500 Penalty: 864.834961
	Iteration 54Q: 3 clusters Score -620683.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -620683.875000 Penalty: 864.834961
	Iteration 55Q: 3 clusters Score -620683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -620683.750000 Penalty: 864.834961
	Iteration 56Q: 3 clusters Score -620683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -620684.937500 Penalty: 864.834961
	Iteration 57Q: 3 clusters Score -620684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -620686.937500 Penalty: 864.834961
	Iteration 58Q: 3 clusters Score -620686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -620687.000000 Penalty: 864.834961
	Iteration 59Q: 3 clusters Score -620687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -620686.375000 Penalty: 864.834961
	Iteration 60F: 3 clusters Score -620686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -620687.312500 Penalty: 864.834961
	Iteration 61Q: 3 clusters Score -620687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -620687.500000 Penalty: 864.834961
	Iteration 62Q: 3 clusters Score -620687.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -620688.250000 Penalty: 864.834961
	Iteration 63Q: 3 clusters Score -620688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -620689.375000 Penalty: 864.834961
	Iteration 64Q: 3 clusters Score -620689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -620689.312500 Penalty: 864.834961
	Iteration 65Q: 3 clusters Score -620689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -620691.125000 Penalty: 864.834961
	Iteration 66Q: 3 clusters Score -620691.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -620692.250000 Penalty: 864.834961
	Iteration 67Q: 3 clusters Score -620692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -620690.187500 Penalty: 864.834961
	Iteration 68Q: 3 clusters Score -620690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -620691.125000 Penalty: 864.834961
	Iteration 69Q: 3 clusters Score -620691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -620691.750000 Penalty: 864.834961
	Iteration 70Q: 3 clusters Score -620691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -620692.250000 Penalty: 864.834961
	Iteration 71Q: 3 clusters Score -620692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -620692.250000 Penalty: 864.834961
	Iteration 72F: 3 clusters Score -620692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -212336.906250 Penalty: 382.137878
	Iteration 0F: 2 clusters Score -212336.9 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 2288 members 
Entering Unmasked Estep 
Score: -209235.625000 Penalty: 764.275757
	Iteration 0F: 3 clusters Score -209235.6 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -210458.328125 Penalty: 764.275757
	Iteration 1F: 3 clusters Score -210458.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -210714.656250 Penalty: 764.275757
	Iteration 2F: 3 clusters Score -210714.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -211064.203125 Penalty: 764.275757
	Iteration 3F: 3 clusters Score -211064.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -211482.562500 Penalty: 764.275757
	Iteration 4F: 3 clusters Score -211482.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -211823.312500 Penalty: 764.275757
	Iteration 5F: 3 clusters Score -211823.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -211991.671875 Penalty: 764.275757
	Iteration 6Q: 3 clusters Score -211991.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -212094.015625 Penalty: 764.275757
	Iteration 7Q: 3 clusters Score -212094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -212124.296875 Penalty: 764.275757
	Iteration 8Q: 3 clusters Score -212124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -212134.156250 Penalty: 764.275757
	Iteration 9Q: 3 clusters Score -212134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -212137.046875 Penalty: 764.275757
	Iteration 10Q: 3 clusters Score -212137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -212139.671875 Penalty: 764.275757
	Iteration 11Q: 3 clusters Score -212139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -212140.671875 Penalty: 764.275757
	Iteration 12Q: 3 clusters Score -212140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -212140.671875 Penalty: 764.275757
	Iteration 13F: 3 clusters Score -212140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -140408.484375 Penalty: 368.460571
	Iteration 0F: 2 clusters Score -140408.5 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 1662 members 
Entering Unmasked Estep 
Score: -138166.281250 Penalty: 736.921143
	Iteration 0F: 3 clusters Score -138166.3 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -139359.156250 Penalty: 736.921143
	Iteration 1F: 3 clusters Score -139359.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -139726.921875 Penalty: 736.921143
	Iteration 2F: 3 clusters Score -139726.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -140039.156250 Penalty: 736.921143
	Iteration 3F: 3 clusters Score -140039.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -140284.453125 Penalty: 736.921143
	Iteration 4F: 3 clusters Score -140284.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -140466.609375 Penalty: 736.921143
	Iteration 5F: 3 clusters Score -140466.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -140525.890625 Penalty: 736.921143
	Iteration 6Q: 3 clusters Score -140525.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -140556.328125 Penalty: 736.921143
	Iteration 7Q: 3 clusters Score -140556.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -140571.515625 Penalty: 736.921143
	Iteration 8Q: 3 clusters Score -140571.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -140587.171875 Penalty: 736.921143
	Iteration 9Q: 3 clusters Score -140587.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -140624.296875 Penalty: 736.921143
	Iteration 10Q: 3 clusters Score -140624.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -140735.484375 Penalty: 736.921143
	Iteration 11Q: 3 clusters Score -140735.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -140834.218750 Penalty: 736.921143
	Iteration 12Q: 3 clusters Score -140834.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -140882.546875 Penalty: 736.921143
	Iteration 13Q: 3 clusters Score -140882.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -140902.687500 Penalty: 736.921143
	Iteration 14Q: 3 clusters Score -140902.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -140911.281250 Penalty: 736.921143
	Iteration 15Q: 3 clusters Score -140911.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -140915.015625 Penalty: 736.921143
	Iteration 16Q: 3 clusters Score -140915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -140916.546875 Penalty: 736.921143
	Iteration 17Q: 3 clusters Score -140916.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -140917.765625 Penalty: 736.921143
	Iteration 18Q: 3 clusters Score -140917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -140918.109375 Penalty: 736.921143
	Iteration 19Q: 3 clusters Score -140918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -140918.406250 Penalty: 736.921143
	Iteration 20F: 3 clusters Score -140918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 10 contains 13409 members 
Mstep: Class 11 contains 351093 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 2139 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 26799 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 31139 members 
Mstep: Class 21 contains 17197 members 
Mstep: Class 22 contains 2043 members 
Entering Unmasked Estep 
Score: -28372426.000000 Penalty: 12120.199219
Splitting cluster 16 changes total score from -28367848.000000 to -28372426.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 17 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -183926.000000 Penalty: 375.663818
	Iteration 0F: 2 clusters Score -183926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -181312.875000 Penalty: 751.327637
	Iteration 0F: 3 clusters Score -181312.9 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -182306.484375 Penalty: 751.327637
	Iteration 1F: 3 clusters Score -182306.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -182502.828125 Penalty: 751.327637
	Iteration 2F: 3 clusters Score -182502.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -182733.046875 Penalty: 751.327637
	Iteration 3F: 3 clusters Score -182733 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -183054.171875 Penalty: 751.327637
	Iteration 4F: 3 clusters Score -183054.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183401.000000 Penalty: 751.327637
	Iteration 5F: 3 clusters Score -183401 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -183619.250000 Penalty: 751.327637
	Iteration 6F: 3 clusters Score -183619.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -183715.671875 Penalty: 751.327637
	Iteration 7Q: 3 clusters Score -183715.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183753.343750 Penalty: 751.327637
	Iteration 8Q: 3 clusters Score -183753.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183771.062500 Penalty: 751.327637
	Iteration 9Q: 3 clusters Score -183771.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -183781.937500 Penalty: 751.327637
	Iteration 10Q: 3 clusters Score -183781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -183788.109375 Penalty: 751.327637
	Iteration 11Q: 3 clusters Score -183788.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183792.000000 Penalty: 751.327637
	Iteration 12Q: 3 clusters Score -183792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -183793.468750 Penalty: 751.327637
	Iteration 13Q: 3 clusters Score -183793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -183795.312500 Penalty: 751.327637
	Iteration 14Q: 3 clusters Score -183795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -183797.421875 Penalty: 751.327637
	Iteration 15Q: 3 clusters Score -183797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -183799.109375 Penalty: 751.327637
	Iteration 16Q: 3 clusters Score -183799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183799.687500 Penalty: 751.327637
	Iteration 17Q: 3 clusters Score -183799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183799.609375 Penalty: 751.327637
	Iteration 18Q: 3 clusters Score -183799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183799.609375 Penalty: 751.327637
	Iteration 19F: 3 clusters Score -183799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Entering Unmasked Estep 
Score: -1356829.250000 Penalty: 463.923462
	Iteration 0F: 2 clusters Score -1356829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1338837.375000 Penalty: 927.846924
	Iteration 0F: 3 clusters Score -1338837 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1346390.750000 Penalty: 927.846924
	Iteration 1F: 3 clusters Score -1346391 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1346931.875000 Penalty: 927.846924
	Iteration 2Q: 3 clusters Score -1346932 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1347844.875000 Penalty: 927.846924
	Iteration 3F: 3 clusters Score -1347845 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1349140.875000 Penalty: 927.846924
	Iteration 4F: 3 clusters Score -1349141 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1350626.250000 Penalty: 927.846924
	Iteration 5F: 3 clusters Score -1350626 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1351972.750000 Penalty: 927.846924
	Iteration 6F: 3 clusters Score -1351973 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -1352863.250000 Penalty: 927.846924
	Iteration 7Q: 3 clusters Score -1352863 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1353357.875000 Penalty: 927.846924
	Iteration 8Q: 3 clusters Score -1353358 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -1353670.125000 Penalty: 927.846924
	Iteration 9Q: 3 clusters Score -1353670 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -1353914.625000 Penalty: 927.846924
	Iteration 10Q: 3 clusters Score -1353915 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -1354152.250000 Penalty: 927.846924
	Iteration 11Q: 3 clusters Score -1354152 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -1354393.625000 Penalty: 927.846924
	Iteration 12Q: 3 clusters Score -1354394 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1354639.750000 Penalty: 927.846924
	Iteration 13Q: 3 clusters Score -1354640 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -1354860.625000 Penalty: 927.846924
	Iteration 14Q: 3 clusters Score -1354861 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -1355073.250000 Penalty: 927.846924
	Iteration 15Q: 3 clusters Score -1355073 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -1355290.750000 Penalty: 927.846924
	Iteration 16Q: 3 clusters Score -1355291 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -1355477.250000 Penalty: 927.846924
	Iteration 17Q: 3 clusters Score -1355477 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -1355655.375000 Penalty: 927.846924
	Iteration 18Q: 3 clusters Score -1355655 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -1355814.125000 Penalty: 927.846924
	Iteration 19Q: 3 clusters Score -1355814 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -1355959.875000 Penalty: 927.846924
	Iteration 20F: 3 clusters Score -1355960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -1356072.250000 Penalty: 927.846924
	Iteration 21Q: 3 clusters Score -1356072 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -1356165.375000 Penalty: 927.846924
	Iteration 22Q: 3 clusters Score -1356165 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -1356249.625000 Penalty: 927.846924
	Iteration 23Q: 3 clusters Score -1356250 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -1356299.625000 Penalty: 927.846924
	Iteration 24Q: 3 clusters Score -1356300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -1356349.125000 Penalty: 927.846924
	Iteration 25Q: 3 clusters Score -1356349 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -1356400.500000 Penalty: 927.846924
	Iteration 26Q: 3 clusters Score -1356400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -1356434.625000 Penalty: 927.846924
	Iteration 27Q: 3 clusters Score -1356435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -1356459.125000 Penalty: 927.846924
	Iteration 28Q: 3 clusters Score -1356459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -1356480.875000 Penalty: 927.846924
	Iteration 29Q: 3 clusters Score -1356481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -1356495.125000 Penalty: 927.846924
	Iteration 30Q: 3 clusters Score -1356495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -1356502.750000 Penalty: 927.846924
	Iteration 31Q: 3 clusters Score -1356503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -1356510.125000 Penalty: 927.846924
	Iteration 32Q: 3 clusters Score -1356510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -1356513.500000 Penalty: 927.846924
	Iteration 33Q: 3 clusters Score -1356514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -1356516.625000 Penalty: 927.846924
	Iteration 34Q: 3 clusters Score -1356517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -1356518.500000 Penalty: 927.846924
	Iteration 35Q: 3 clusters Score -1356518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -1356524.500000 Penalty: 927.846924
	Iteration 36Q: 3 clusters Score -1356524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -1356531.375000 Penalty: 927.846924
	Iteration 37Q: 3 clusters Score -1356531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -1356537.375000 Penalty: 927.846924
	Iteration 38Q: 3 clusters Score -1356537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1356540.125000 Penalty: 927.846924
	Iteration 39Q: 3 clusters Score -1356540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -1356548.125000 Penalty: 927.846924
	Iteration 40F: 3 clusters Score -1356548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -1356550.250000 Penalty: 927.846924
	Iteration 41Q: 3 clusters Score -1356550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -1356553.250000 Penalty: 927.846924
	Iteration 42Q: 3 clusters Score -1356553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -1356556.000000 Penalty: 927.846924
	Iteration 43Q: 3 clusters Score -1356556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -1356558.125000 Penalty: 927.846924
	Iteration 44Q: 3 clusters Score -1356558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -1356558.750000 Penalty: 927.846924
	Iteration 45Q: 3 clusters Score -1356559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -1356561.875000 Penalty: 927.846924
	Iteration 46Q: 3 clusters Score -1356562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -1356562.375000 Penalty: 927.846924
	Iteration 47Q: 3 clusters Score -1356562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -1356563.875000 Penalty: 927.846924
	Iteration 48Q: 3 clusters Score -1356564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -1356569.875000 Penalty: 927.846924
	Iteration 49Q: 3 clusters Score -1356570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -1356569.250000 Penalty: 927.846924
	Iteration 50Q: 3 clusters Score -1356569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -1356571.500000 Penalty: 927.846924
	Iteration 51Q: 3 clusters Score -1356572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -1356572.875000 Penalty: 927.846924
	Iteration 52Q: 3 clusters Score -1356573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -1356575.000000 Penalty: 927.846924
	Iteration 53Q: 3 clusters Score -1356575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -1356576.000000 Penalty: 927.846924
	Iteration 54Q: 3 clusters Score -1356576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -1356577.750000 Penalty: 927.846924
	Iteration 55Q: 3 clusters Score -1356578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -1356579.250000 Penalty: 927.846924
	Iteration 56Q: 3 clusters Score -1356579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -1356581.625000 Penalty: 927.846924
	Iteration 57Q: 3 clusters Score -1356582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -1356582.500000 Penalty: 927.846924
	Iteration 58Q: 3 clusters Score -1356582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -1356583.250000 Penalty: 927.846924
	Iteration 59Q: 3 clusters Score -1356583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -1356583.250000 Penalty: 927.846924
	Iteration 60F: 3 clusters Score -1356583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Entering Unmasked Estep 
Score: -305181.531250 Penalty: 402.874268
	Iteration 0F: 2 clusters Score -305181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -300510.531250 Penalty: 805.748535
	Iteration 0F: 3 clusters Score -300510.5 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -302531.406250 Penalty: 805.748535
	Iteration 1F: 3 clusters Score -302531.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -302952.093750 Penalty: 805.748535
	Iteration 2F: 3 clusters Score -302952.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -303357.500000 Penalty: 805.748535
	Iteration 3F: 3 clusters Score -303357.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -303718.812500 Penalty: 805.748535
	Iteration 4F: 3 clusters Score -303718.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -304030.218750 Penalty: 805.748535
	Iteration 5F: 3 clusters Score -304030.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -304267.906250 Penalty: 805.748535
	Iteration 6F: 3 clusters Score -304267.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -304463.437500 Penalty: 805.748535
	Iteration 7Q: 3 clusters Score -304463.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -304636.406250 Penalty: 805.748535
	Iteration 8Q: 3 clusters Score -304636.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -304785.687500 Penalty: 805.748535
	Iteration 9Q: 3 clusters Score -304785.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -304888.312500 Penalty: 805.748535
	Iteration 10Q: 3 clusters Score -304888.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -304961.781250 Penalty: 805.748535
	Iteration 11Q: 3 clusters Score -304961.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -305021.593750 Penalty: 805.748535
	Iteration 12Q: 3 clusters Score -305021.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -305071.406250 Penalty: 805.748535
	Iteration 13Q: 3 clusters Score -305071.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -305106.031250 Penalty: 805.748535
	Iteration 14Q: 3 clusters Score -305106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -305127.031250 Penalty: 805.748535
	Iteration 15Q: 3 clusters Score -305127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -305137.781250 Penalty: 805.748535
	Iteration 16Q: 3 clusters Score -305137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -305144.812500 Penalty: 805.748535
	Iteration 17Q: 3 clusters Score -305144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -305148.187500 Penalty: 805.748535
	Iteration 18Q: 3 clusters Score -305148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -305150.000000 Penalty: 805.748535
	Iteration 19Q: 3 clusters Score -305150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -305159.406250 Penalty: 805.748535
	Iteration 20F: 3 clusters Score -305159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -305165.937500 Penalty: 805.748535
	Iteration 21Q: 3 clusters Score -305165.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -305169.468750 Penalty: 805.748535
	Iteration 22Q: 3 clusters Score -305169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -305172.031250 Penalty: 805.748535
	Iteration 23Q: 3 clusters Score -305172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -305182.625000 Penalty: 805.748535
	Iteration 24Q: 3 clusters Score -305182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -305201.125000 Penalty: 805.748535
	Iteration 25Q: 3 clusters Score -305201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -305205.312500 Penalty: 805.748535
	Iteration 26Q: 3 clusters Score -305205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -305207.156250 Penalty: 805.748535
	Iteration 27Q: 3 clusters Score -305207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -305207.625000 Penalty: 805.748535
	Iteration 28Q: 3 clusters Score -305207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -305208.562500 Penalty: 805.748535
	Iteration 29Q: 3 clusters Score -305208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -305208.500000 Penalty: 805.748535
	Iteration 30Q: 3 clusters Score -305208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -305208.500000 Penalty: 805.748535
	Iteration 31F: 3 clusters Score -305208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 10 contains 13409 members 
Mstep: Class 11 contains 351093 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 2139 members 
Mstep: Class 14 contains 169 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 26799 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 31139 members 
Mstep: Class 21 contains 17197 members 
Mstep: Class 22 contains 2043 members 
Entering Unmasked Estep 
Score: -28372270.000000 Penalty: 12726.208984
Splitting cluster 19 changes total score from -28367848.000000 to -28372270.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 20 (31139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Entering Unmasked Estep 
Score: -1588743.500000 Penalty: 470.752838
	Iteration 0F: 2 clusters Score -1588744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1568052.500000 Penalty: 941.505676
	Iteration 0F: 3 clusters Score -1568052 nChanged 14877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1576740.375000 Penalty: 941.505676
	Iteration 1F: 3 clusters Score -1576740 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1577308.625000 Penalty: 941.505676
	Iteration 2Q: 3 clusters Score -1577309 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1578258.125000 Penalty: 941.505676
	Iteration 3F: 3 clusters Score -1578258 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -1579781.000000 Penalty: 941.505676
	Iteration 4F: 3 clusters Score -1579781 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -1581892.500000 Penalty: 941.505676
	Iteration 5F: 3 clusters Score -1581892 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -1584038.000000 Penalty: 941.505676
	Iteration 6F: 3 clusters Score -1584038 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -1585696.625000 Penalty: 941.505676
	Iteration 7F: 3 clusters Score -1585697 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -1586747.250000 Penalty: 941.505676
	Iteration 8Q: 3 clusters Score -1586747 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -1587329.375000 Penalty: 941.505676
	Iteration 9Q: 3 clusters Score -1587329 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -1587668.500000 Penalty: 941.505676
	Iteration 10Q: 3 clusters Score -1587668 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -1587890.625000 Penalty: 941.505676
	Iteration 11Q: 3 clusters Score -1587891 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -1588051.500000 Penalty: 941.505676
	Iteration 12Q: 3 clusters Score -1588052 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -1588151.875000 Penalty: 941.505676
	Iteration 13Q: 3 clusters Score -1588152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -1588213.750000 Penalty: 941.505676
	Iteration 14Q: 3 clusters Score -1588214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -1588253.000000 Penalty: 941.505676
	Iteration 15Q: 3 clusters Score -1588253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -1588278.125000 Penalty: 941.505676
	Iteration 16Q: 3 clusters Score -1588278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -1588299.000000 Penalty: 941.505676
	Iteration 17Q: 3 clusters Score -1588299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -1588310.500000 Penalty: 941.505676
	Iteration 18Q: 3 clusters Score -1588310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -1588316.875000 Penalty: 941.505676
	Iteration 19Q: 3 clusters Score -1588317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -1588323.625000 Penalty: 941.505676
	Iteration 20F: 3 clusters Score -1588324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -1588328.375000 Penalty: 941.505676
	Iteration 21Q: 3 clusters Score -1588328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -1588329.875000 Penalty: 941.505676
	Iteration 22Q: 3 clusters Score -1588330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -1588332.375000 Penalty: 941.505676
	Iteration 23Q: 3 clusters Score -1588332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -1588332.375000 Penalty: 941.505676
	Iteration 24Q: 3 clusters Score -1588332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -1588332.250000 Penalty: 941.505676
	Iteration 25Q: 3 clusters Score -1588332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -1588332.750000 Penalty: 941.505676
	Iteration 26Q: 3 clusters Score -1588333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -1588332.750000 Penalty: 941.505676
	Iteration 27F: 3 clusters Score -1588333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Entering Unmasked Estep 
Score: -826210.875000 Penalty: 443.738312
	Iteration 0F: 2 clusters Score -826210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -814720.250000 Penalty: 887.476624
	Iteration 0F: 3 clusters Score -814720.2 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -819382.000000 Penalty: 887.476624
	Iteration 1F: 3 clusters Score -819382 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -819506.687500 Penalty: 887.476624
	Iteration 2Q: 3 clusters Score -819506.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -819654.125000 Penalty: 887.476624
	Iteration 3Q: 3 clusters Score -819654.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -819834.312500 Penalty: 887.476624
	Iteration 4Q: 3 clusters Score -819834.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -820069.000000 Penalty: 887.476624
	Iteration 5Q: 3 clusters Score -820069 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -820459.812500 Penalty: 887.476624
	Iteration 6Q: 3 clusters Score -820459.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -821123.562500 Penalty: 887.476624
	Iteration 7F: 3 clusters Score -821123.6 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -822097.312500 Penalty: 887.476624
	Iteration 8F: 3 clusters Score -822097.3 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -823140.625000 Penalty: 887.476624
	Iteration 9F: 3 clusters Score -823140.6 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -823917.937500 Penalty: 887.476624
	Iteration 10Q: 3 clusters Score -823917.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -824440.625000 Penalty: 887.476624
	Iteration 11Q: 3 clusters Score -824440.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -824766.937500 Penalty: 887.476624
	Iteration 12Q: 3 clusters Score -824766.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -824996.125000 Penalty: 887.476624
	Iteration 13Q: 3 clusters Score -824996.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -825194.812500 Penalty: 887.476624
	Iteration 14Q: 3 clusters Score -825194.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -825380.312500 Penalty: 887.476624
	Iteration 15Q: 3 clusters Score -825380.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -825556.750000 Penalty: 887.476624
	Iteration 16Q: 3 clusters Score -825556.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -825697.500000 Penalty: 887.476624
	Iteration 17Q: 3 clusters Score -825697.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -825808.312500 Penalty: 887.476624
	Iteration 18Q: 3 clusters Score -825808.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -825880.250000 Penalty: 887.476624
	Iteration 19Q: 3 clusters Score -825880.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -825918.562500 Penalty: 887.476624
	Iteration 20F: 3 clusters Score -825918.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -825955.500000 Penalty: 887.476624
	Iteration 21Q: 3 clusters Score -825955.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -825975.062500 Penalty: 887.476624
	Iteration 22Q: 3 clusters Score -825975.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -825988.812500 Penalty: 887.476624
	Iteration 23Q: 3 clusters Score -825988.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -825999.937500 Penalty: 887.476624
	Iteration 24Q: 3 clusters Score -825999.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -826008.125000 Penalty: 887.476624
	Iteration 25Q: 3 clusters Score -826008.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -826013.750000 Penalty: 887.476624
	Iteration 26Q: 3 clusters Score -826013.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -826023.125000 Penalty: 887.476624
	Iteration 27Q: 3 clusters Score -826023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -826029.437500 Penalty: 887.476624
	Iteration 28Q: 3 clusters Score -826029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -826032.375000 Penalty: 887.476624
	Iteration 29Q: 3 clusters Score -826032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -826033.750000 Penalty: 887.476624
	Iteration 30Q: 3 clusters Score -826033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -826035.875000 Penalty: 887.476624
	Iteration 31Q: 3 clusters Score -826035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -826037.000000 Penalty: 887.476624
	Iteration 32Q: 3 clusters Score -826037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -826036.875000 Penalty: 887.476624
	Iteration 33Q: 3 clusters Score -826036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -826039.000000 Penalty: 887.476624
	Iteration 34Q: 3 clusters Score -826039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -826041.625000 Penalty: 887.476624
	Iteration 35Q: 3 clusters Score -826041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -826044.250000 Penalty: 887.476624
	Iteration 36Q: 3 clusters Score -826044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -826045.625000 Penalty: 887.476624
	Iteration 37Q: 3 clusters Score -826045.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -826045.125000 Penalty: 887.476624
	Iteration 38Q: 3 clusters Score -826045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -826045.000000 Penalty: 887.476624
	Iteration 39Q: 3 clusters Score -826045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -826050.500000 Penalty: 887.476624
	Iteration 40F: 3 clusters Score -826050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -826053.562500 Penalty: 887.476624
	Iteration 41Q: 3 clusters Score -826053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -826053.750000 Penalty: 887.476624
	Iteration 42Q: 3 clusters Score -826053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -826053.875000 Penalty: 887.476624
	Iteration 43Q: 3 clusters Score -826053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -826054.750000 Penalty: 887.476624
	Iteration 44Q: 3 clusters Score -826054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -826055.375000 Penalty: 887.476624
	Iteration 45Q: 3 clusters Score -826055.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -826056.875000 Penalty: 887.476624
	Iteration 46Q: 3 clusters Score -826056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -826058.250000 Penalty: 887.476624
	Iteration 47Q: 3 clusters Score -826058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -826058.062500 Penalty: 887.476624
	Iteration 48Q: 3 clusters Score -826058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -826058.937500 Penalty: 887.476624
	Iteration 49Q: 3 clusters Score -826058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -826059.250000 Penalty: 887.476624
	Iteration 50Q: 3 clusters Score -826059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -826059.062500 Penalty: 887.476624
	Iteration 51Q: 3 clusters Score -826059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -826059.437500 Penalty: 887.476624
	Iteration 52Q: 3 clusters Score -826059.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -826059.437500 Penalty: 887.476624
	Iteration 53F: 3 clusters Score -826059.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -106071.031250 Penalty: 346.808960
	Iteration 0F: 2 clusters Score -106071 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 1040 members 
Entering Unmasked Estep 
Score: -104575.468750 Penalty: 693.617920
	Iteration 0F: 3 clusters Score -104575.5 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -105121.281250 Penalty: 693.617920
	Iteration 1F: 3 clusters Score -105121.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -105215.929688 Penalty: 693.617920
	Iteration 2F: 3 clusters Score -105215.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -105303.218750 Penalty: 693.617920
	Iteration 3F: 3 clusters Score -105303.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -105395.726562 Penalty: 693.617920
	Iteration 4F: 3 clusters Score -105395.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -105501.398438 Penalty: 693.617920
	Iteration 5F: 3 clusters Score -105501.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -105612.671875 Penalty: 693.617920
	Iteration 6F: 3 clusters Score -105612.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -105678.390625 Penalty: 693.617920
	Iteration 7Q: 3 clusters Score -105678.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -105714.523438 Penalty: 693.617920
	Iteration 8Q: 3 clusters Score -105714.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -105732.929688 Penalty: 693.617920
	Iteration 9Q: 3 clusters Score -105732.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -105745.781250 Penalty: 693.617920
	Iteration 10Q: 3 clusters Score -105745.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -105752.796875 Penalty: 693.617920
	Iteration 11Q: 3 clusters Score -105752.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -105756.960938 Penalty: 693.617920
	Iteration 12Q: 3 clusters Score -105757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -105761.359375 Penalty: 693.617920
	Iteration 13Q: 3 clusters Score -105761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -105764.226562 Penalty: 693.617920
	Iteration 14Q: 3 clusters Score -105764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -105768.320312 Penalty: 693.617920
	Iteration 15Q: 3 clusters Score -105768.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -105773.976562 Penalty: 693.617920
	Iteration 16Q: 3 clusters Score -105774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -105776.742188 Penalty: 693.617920
	Iteration 17Q: 3 clusters Score -105776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -105779.156250 Penalty: 693.617920
	Iteration 18Q: 3 clusters Score -105779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -105780.632812 Penalty: 693.617920
	Iteration 19Q: 3 clusters Score -105780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -105782.242188 Penalty: 693.617920
	Iteration 20F: 3 clusters Score -105782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -105782.523438 Penalty: 693.617920
	Iteration 21Q: 3 clusters Score -105782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -105783.515625 Penalty: 693.617920
	Iteration 22Q: 3 clusters Score -105783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -105785.062500 Penalty: 693.617920
	Iteration 23Q: 3 clusters Score -105785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -105785.906250 Penalty: 693.617920
	Iteration 24Q: 3 clusters Score -105785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -105786.367188 Penalty: 693.617920
	Iteration 25Q: 3 clusters Score -105786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -105786.492188 Penalty: 693.617920
	Iteration 26Q: 3 clusters Score -105786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -105787.304688 Penalty: 693.617920
	Iteration 27Q: 3 clusters Score -105787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -105788.625000 Penalty: 693.617920
	Iteration 28Q: 3 clusters Score -105788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -105789.289062 Penalty: 693.617920
	Iteration 29Q: 3 clusters Score -105789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -105789.351562 Penalty: 693.617920
	Iteration 30Q: 3 clusters Score -105789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -105789.679688 Penalty: 693.617920
	Iteration 31Q: 3 clusters Score -105789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -105789.789062 Penalty: 693.617920
	Iteration 32Q: 3 clusters Score -105789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -105789.789062 Penalty: 693.617920
	Iteration 33F: 3 clusters Score -105789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 10 contains 13409 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 26799 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 31139 members 
Mstep: Class 21 contains 17197 members 
Mstep: Class 22 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28373322.000000 Penalty: 12726.208984
Iteration 39Q: 22 clusters Score -2.837332e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 19170 members 
Mstep: Class 9 contains 14046 members 
Mstep: Class 10 contains 13215 members 
Mstep: Class 11 contains 350599 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 26864 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 20 contains 30987 members 
Mstep: Class 21 contains 17368 members 
Mstep: Class 22 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28374382.000000 Penalty: 12726.208984
Iteration 40F: 22 clusters Score -2.837438e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 109129 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 13801 members 
Mstep: Class 10 contains 13007 members 
Mstep: Class 11 contains 350264 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 2239 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 16 contains 1157 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 26906 members 
Mstep: Class 19 contains 6927 members 
Mstep: Class 20 contains 30821 members 
Mstep: Class 21 contains 17506 members 
Mstep: Class 22 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28374994.000000 Penalty: 12726.208984
Iteration 41Q: 22 clusters Score -2.837499e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 20220 members 
Mstep: Class 9 contains 13560 members 
Mstep: Class 10 contains 12800 members 
Mstep: Class 11 contains 349961 members 
Mstep: Class 12 contains 4443 members 
Mstep: Class 13 contains 2365 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 3999 members 
Mstep: Class 18 contains 26932 members 
Mstep: Class 19 contains 6968 members 
Mstep: Class 20 contains 30653 members 
Mstep: Class 21 contains 17636 members 
Mstep: Class 22 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28375400.000000 Penalty: 12726.208984
Iteration 42Q: 22 clusters Score -2.83754e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 20706 members 
Mstep: Class 9 contains 13285 members 
Mstep: Class 10 contains 12599 members 
Mstep: Class 11 contains 349718 members 
Mstep: Class 12 contains 4443 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 26956 members 
Mstep: Class 19 contains 7011 members 
Mstep: Class 20 contains 30479 members 
Mstep: Class 21 contains 17812 members 
Mstep: Class 22 contains 2071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28375856.000000 Penalty: 12726.208984
Iteration 43Q: 22 clusters Score -2.837586e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 1708 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 21135 members 
Mstep: Class 9 contains 13009 members 
Mstep: Class 10 contains 12456 members 
Mstep: Class 11 contains 349544 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 26970 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 30306 members 
Mstep: Class 21 contains 17965 members 
Mstep: Class 22 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28376252.000000 Penalty: 12726.208984
Iteration 44Q: 22 clusters Score -2.837625e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 21480 members 
Mstep: Class 9 contains 12747 members 
Mstep: Class 10 contains 12316 members 
Mstep: Class 11 contains 349459 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 4022 members 
Mstep: Class 18 contains 26985 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 30136 members 
Mstep: Class 21 contains 18134 members 
Mstep: Class 22 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28376468.000000 Penalty: 12726.208984
Iteration 45Q: 22 clusters Score -2.837647e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 21813 members 
Mstep: Class 9 contains 12465 members 
Mstep: Class 10 contains 12193 members 
Mstep: Class 11 contains 349378 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 3988 members 
Mstep: Class 18 contains 27007 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 20 contains 29983 members 
Mstep: Class 21 contains 18278 members 
Mstep: Class 22 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28376824.000000 Penalty: 12726.208984
Iteration 46Q: 22 clusters Score -2.837682e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 22113 members 
Mstep: Class 9 contains 12144 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 349336 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 27017 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 29831 members 
Mstep: Class 21 contains 18443 members 
Mstep: Class 22 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377058.000000 Penalty: 12726.208984
Iteration 47Q: 22 clusters Score -2.837706e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 22371 members 
Mstep: Class 9 contains 11858 members 
Mstep: Class 10 contains 12003 members 
Mstep: Class 11 contains 349273 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 27028 members 
Mstep: Class 19 contains 7207 members 
Mstep: Class 20 contains 29710 members 
Mstep: Class 21 contains 18603 members 
Mstep: Class 22 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377356.000000 Penalty: 12726.208984
Iteration 48Q: 22 clusters Score -2.837736e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108971 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 22598 members 
Mstep: Class 9 contains 11601 members 
Mstep: Class 10 contains 11918 members 
Mstep: Class 11 contains 349267 members 
Mstep: Class 12 contains 4448 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 16 contains 1231 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 27039 members 
Mstep: Class 19 contains 7228 members 
Mstep: Class 20 contains 29589 members 
Mstep: Class 21 contains 18742 members 
Mstep: Class 22 contains 2117 members 
Entering Unmasked Estep 
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Score: -28377550.000000 Penalty: 12726.208984
Iteration 49Q: 22 clusters Score -2.837755e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108971 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 22815 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 11844 members 
Mstep: Class 11 contains 349226 members 
Mstep: Class 12 contains 4448 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 16 contains 1230 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 27051 members 
Mstep: Class 19 contains 7247 members 
Mstep: Class 20 contains 29486 members 
Mstep: Class 21 contains 18910 members 
Mstep: Class 22 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377646.000000 Penalty: 12726.208984
Iteration 50Q: 22 clusters Score -2.837765e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108971 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 23033 members 
Mstep: Class 9 contains 11119 members 
Mstep: Class 10 contains 11773 members 
Mstep: Class 11 contains 349156 members 
Mstep: Class 12 contains 4448 members 
Mstep: Class 13 contains 2575 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 16 contains 1232 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 27060 members 
Mstep: Class 19 contains 7264 members 
Mstep: Class 20 contains 29398 members 
Mstep: Class 21 contains 19093 members 
Mstep: Class 22 contains 2121 members 
Entering Unmasked Estep 
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Score: -28377752.000000 Penalty: 12726.208984
Iteration 51Q: 22 clusters Score -2.837775e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 23230 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 11722 members 
Mstep: Class 11 contains 349075 members 
Mstep: Class 12 contains 4448 members 
Mstep: Class 13 contains 2576 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 16 contains 1230 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 27069 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 29340 members 
Mstep: Class 21 contains 19283 members 
Mstep: Class 22 contains 2122 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -2.837786e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 23394 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 11670 members 
Mstep: Class 11 contains 349020 members 
Mstep: Class 12 contains 4448 members 
Mstep: Class 13 contains 2579 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 16 contains 1231 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 27077 members 
Mstep: Class 19 contains 7310 members 
Mstep: Class 20 contains 29289 members 
Mstep: Class 21 contains 19467 members 
Mstep: Class 22 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377896.000000 Penalty: 12726.208984
Iteration 53Q: 22 clusters Score -2.83779e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108986 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1837 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 23536 members 
Mstep: Class 9 contains 10418 members 
Mstep: Class 10 contains 11608 members 
Mstep: Class 11 contains 348941 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 16 contains 1232 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 27082 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 29244 members 
Mstep: Class 21 contains 19700 members 
Mstep: Class 22 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28377910.000000 Penalty: 12726.208984
Iteration 54Q: 22 clusters Score -2.837791e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2624 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 23654 members 
Mstep: Class 9 contains 10200 members 
Mstep: Class 10 contains 11545 members 
Mstep: Class 11 contains 348925 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 16 contains 1233 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 27081 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 29202 members 
Mstep: Class 21 contains 19913 members 
Mstep: Class 22 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28378000.000000 Penalty: 12726.208984
Iteration 55Q: 22 clusters Score -2.8378e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2644 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 23780 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 11501 members 
Mstep: Class 11 contains 348877 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 16 contains 1236 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 27076 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 29157 members 
Mstep: Class 21 contains 20137 members 
Mstep: Class 22 contains 2123 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -2.837814e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 1797 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 23915 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 10 contains 11468 members 
Mstep: Class 11 contains 348810 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 16 contains 1237 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 18 contains 27071 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 29108 members 
Mstep: Class 21 contains 20337 members 
Mstep: Class 22 contains 2121 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -2.837829e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 9638 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 348744 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1235 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 27062 members 
Mstep: Class 19 contains 7362 members 
Mstep: Class 20 contains 29059 members 
Mstep: Class 21 contains 20570 members 
Mstep: Class 22 contains 2119 members 
Entering Unmasked Estep 
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Score: -28378428.000000 Penalty: 12726.208984
Iteration 58Q: 22 clusters Score -2.837843e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 109019 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24182 members 
Mstep: Class 9 contains 9458 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 348669 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1234 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 27053 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 29025 members 
Mstep: Class 21 contains 20793 members 
Mstep: Class 22 contains 2118 members 
Entering Unmasked Estep 
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Score: -28378496.000000 Penalty: 12726.208984
Iteration 59Q: 22 clusters Score -2.83785e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 109029 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24303 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 11345 members 
Mstep: Class 11 contains 348601 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1236 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 27044 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 28994 members 
Mstep: Class 21 contains 20993 members 
Mstep: Class 22 contains 2117 members 
Entering Unmasked Estep 
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Score: -28378620.000000 Penalty: 12726.208984
Iteration 60F: 22 clusters Score -2.837862e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24429 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 348509 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1234 members 
Mstep: Class 17 contains 3431 members 
Mstep: Class 18 contains 27039 members 
Mstep: Class 19 contains 7373 members 
Mstep: Class 20 contains 28972 members 
Mstep: Class 21 contains 21190 members 
Mstep: Class 22 contains 2117 members 
Entering Unmasked Estep 
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Score: -28378738.000000 Penalty: 12726.208984
Iteration 61Q: 22 clusters Score -2.837874e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2796 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24542 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 11265 members 
Mstep: Class 11 contains 348433 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1233 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 27037 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 21388 members 
Mstep: Class 22 contains 2117 members 
Entering Unmasked Estep 
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Score: -28378848.000000 Penalty: 12726.208984
Iteration 62Q: 22 clusters Score -2.837885e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24648 members 
Mstep: Class 9 contains 8807 members 
Mstep: Class 10 contains 11221 members 
Mstep: Class 11 contains 348358 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1234 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 27034 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 21569 members 
Mstep: Class 22 contains 2119 members 
Entering Unmasked Estep 
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Score: -28378910.000000 Penalty: 12726.208984
Iteration 63Q: 22 clusters Score -2.837891e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 8655 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 348271 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1233 members 
Mstep: Class 17 contains 3285 members 
Mstep: Class 18 contains 27032 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 21746 members 
Mstep: Class 22 contains 2118 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -2.837897e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2873 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24874 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 11127 members 
Mstep: Class 11 contains 348203 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1234 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 27028 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 21909 members 
Mstep: Class 22 contains 2121 members 
Entering Unmasked Estep 
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Score: -28379088.000000 Penalty: 12726.208984
Iteration 65Q: 22 clusters Score -2.837909e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2910 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 24987 members 
Mstep: Class 9 contains 8392 members 
Mstep: Class 10 contains 11078 members 
Mstep: Class 11 contains 348107 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1235 members 
Mstep: Class 17 contains 3214 members 
Mstep: Class 18 contains 27030 members 
Mstep: Class 19 contains 7398 members 
Mstep: Class 20 contains 28894 members 
Mstep: Class 21 contains 22056 members 
Mstep: Class 22 contains 2124 members 
Entering Unmasked Estep 
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Score: -28379068.000000 Penalty: 12726.208984
Iteration 66Q: 22 clusters Score -2.837907e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109163 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25091 members 
Mstep: Class 9 contains 8280 members 
Mstep: Class 10 contains 11031 members 
Mstep: Class 11 contains 348023 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1236 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 27024 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 28873 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 2129 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -2.83792e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109181 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25194 members 
Mstep: Class 9 contains 8169 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 347967 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 3143 members 
Mstep: Class 18 contains 27023 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 28839 members 
Mstep: Class 21 contains 22372 members 
Mstep: Class 22 contains 2134 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -2.837925e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3003 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25296 members 
Mstep: Class 9 contains 8085 members 
Mstep: Class 10 contains 10909 members 
Mstep: Class 11 contains 347908 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 27028 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 28811 members 
Mstep: Class 21 contains 22485 members 
Mstep: Class 22 contains 2138 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -2.837932e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3034 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25388 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 10851 members 
Mstep: Class 11 contains 347875 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1239 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 27025 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 28775 members 
Mstep: Class 21 contains 22592 members 
Mstep: Class 22 contains 2140 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -2.837944e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109213 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 7923 members 
Mstep: Class 10 contains 10806 members 
Mstep: Class 11 contains 347831 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1239 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 27025 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 28753 members 
Mstep: Class 21 contains 22713 members 
Mstep: Class 22 contains 2140 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -2.837942e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 10757 members 
Mstep: Class 11 contains 347806 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1239 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 27027 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 28718 members 
Mstep: Class 21 contains 22831 members 
Mstep: Class 22 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379492.000000 Penalty: 12726.208984
Iteration 72Q: 22 clusters Score -2.837949e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109219 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25606 members 
Mstep: Class 9 contains 7788 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 347782 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 16 contains 1239 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 27032 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 22951 members 
Mstep: Class 22 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379496.000000 Penalty: 12726.208984
Iteration 73Q: 22 clusters Score -2.83795e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109219 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25663 members 
Mstep: Class 9 contains 7728 members 
Mstep: Class 10 contains 10666 members 
Mstep: Class 11 contains 347770 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 16 contains 1237 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 27034 members 
Mstep: Class 19 contains 7341 members 
Mstep: Class 20 contains 28638 members 
Mstep: Class 21 contains 23069 members 
Mstep: Class 22 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379510.000000 Penalty: 12726.208984
Iteration 74Q: 22 clusters Score -2.837951e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25717 members 
Mstep: Class 9 contains 7660 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 347783 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 28596 members 
Mstep: Class 21 contains 23175 members 
Mstep: Class 22 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379528.000000 Penalty: 12726.208984
Iteration 75Q: 22 clusters Score -2.837953e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3144 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25770 members 
Mstep: Class 9 contains 7597 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 347758 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 27037 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 28565 members 
Mstep: Class 21 contains 23280 members 
Mstep: Class 22 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379550.000000 Penalty: 12726.208984
Iteration 76Q: 22 clusters Score -2.837955e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25807 members 
Mstep: Class 9 contains 7533 members 
Mstep: Class 10 contains 10613 members 
Mstep: Class 11 contains 347748 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 16 contains 1237 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 18 contains 27037 members 
Mstep: Class 19 contains 7264 members 
Mstep: Class 20 contains 28536 members 
Mstep: Class 21 contains 23367 members 
Mstep: Class 22 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379570.000000 Penalty: 12726.208984
Iteration 77Q: 22 clusters Score -2.837957e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3209 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25835 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 10612 members 
Mstep: Class 11 contains 347733 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 16 contains 1237 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 27036 members 
Mstep: Class 19 contains 7228 members 
Mstep: Class 20 contains 28508 members 
Mstep: Class 21 contains 23437 members 
Mstep: Class 22 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28379608.000000 Penalty: 12726.208984
Iteration 78Q: 22 clusters Score -2.837961e+07 nChanged 356
Entering ConstructFrom: 
Score: -28379608.000000 Penalty: 12726.208984
Entering ConstructFrom: 
Trying to split cluster 1 (109231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Entering Unmasked Estep 
Score: -5346819.000000 Penalty: 527.855530
	Iteration 0F: 2 clusters Score -5346819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -5273063.500000 Penalty: 1055.711060
	Iteration 0F: 3 clusters Score -5273064 nChanged 53399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -5306708.000000 Penalty: 1055.711060
	Iteration 1F: 3 clusters Score -5306708 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -5308730.000000 Penalty: 1055.711060
	Iteration 2Q: 3 clusters Score -5308730 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -5311494.000000 Penalty: 1055.711060
	Iteration 3F: 3 clusters Score -5311494 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -5315400.500000 Penalty: 1055.711060
	Iteration 4F: 3 clusters Score -5315400 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -5320113.000000 Penalty: 1055.711060
	Iteration 5F: 3 clusters Score -5320113 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5324398.000000 Penalty: 1055.711060
	Iteration 6F: 3 clusters Score -5324398 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5326650.500000 Penalty: 1055.711060
	Iteration 7Q: 3 clusters Score -5326650 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -5327533.000000 Penalty: 1055.711060
	Iteration 8Q: 3 clusters Score -5327533 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5328118.500000 Penalty: 1055.711060
	Iteration 9Q: 3 clusters Score -5328118 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -5328661.000000 Penalty: 1055.711060
	Iteration 10Q: 3 clusters Score -5328661 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -5329226.000000 Penalty: 1055.711060
	Iteration 11Q: 3 clusters Score -5329226 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -5329924.000000 Penalty: 1055.711060
	Iteration 12Q: 3 clusters Score -5329924 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -5330588.000000 Penalty: 1055.711060
	Iteration 13Q: 3 clusters Score -5330588 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5331387.000000 Penalty: 1055.711060
	Iteration 14Q: 3 clusters Score -5331387 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -5332231.000000 Penalty: 1055.711060
	Iteration 15Q: 3 clusters Score -5332231 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5333248.000000 Penalty: 1055.711060
	Iteration 16Q: 3 clusters Score -5333248 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5334418.500000 Penalty: 1055.711060
	Iteration 17Q: 3 clusters Score -5334418 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -5335796.500000 Penalty: 1055.711060
	Iteration 18Q: 3 clusters Score -5335796 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -5337266.000000 Penalty: 1055.711060
	Iteration 19Q: 3 clusters Score -5337266 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -5338729.500000 Penalty: 1055.711060
	Iteration 20F: 3 clusters Score -5338730 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5340075.500000 Penalty: 1055.711060
	Iteration 21Q: 3 clusters Score -5340076 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -5341369.000000 Penalty: 1055.711060
	Iteration 22Q: 3 clusters Score -5341369 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -5342514.000000 Penalty: 1055.711060
	Iteration 23Q: 3 clusters Score -5342514 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -5343488.500000 Penalty: 1055.711060
	Iteration 24Q: 3 clusters Score -5343488 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5344343.000000 Penalty: 1055.711060
	Iteration 25Q: 3 clusters Score -5344343 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5345023.000000 Penalty: 1055.711060
	Iteration 26Q: 3 clusters Score -5345023 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106565 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5345484.500000 Penalty: 1055.711060
	Iteration 27Q: 3 clusters Score -5345484 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5345863.500000 Penalty: 1055.711060
	Iteration 28Q: 3 clusters Score -5345864 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5346096.000000 Penalty: 1055.711060
	Iteration 29Q: 3 clusters Score -5346096 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5346282.000000 Penalty: 1055.711060
	Iteration 30Q: 3 clusters Score -5346282 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5346406.000000 Penalty: 1055.711060
	Iteration 31Q: 3 clusters Score -5346406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5346508.000000 Penalty: 1055.711060
	Iteration 32Q: 3 clusters Score -5346508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5346571.500000 Penalty: 1055.711060
	Iteration 33Q: 3 clusters Score -5346572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5346632.500000 Penalty: 1055.711060
	Iteration 34Q: 3 clusters Score -5346632 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5346656.000000 Penalty: 1055.711060
	Iteration 35Q: 3 clusters Score -5346656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5346672.000000 Penalty: 1055.711060
	Iteration 36Q: 3 clusters Score -5346672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107960 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5346683.500000 Penalty: 1055.711060
	Iteration 37Q: 3 clusters Score -5346684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107982 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5346698.000000 Penalty: 1055.711060
	Iteration 38Q: 3 clusters Score -5346698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107998 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5346699.500000 Penalty: 1055.711060
	Iteration 39Q: 3 clusters Score -5346700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5346713.500000 Penalty: 1055.711060
	Iteration 40F: 3 clusters Score -5346714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5346719.500000 Penalty: 1055.711060
	Iteration 41Q: 3 clusters Score -5346720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5346722.500000 Penalty: 1055.711060
	Iteration 42Q: 3 clusters Score -5346722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5346734.000000 Penalty: 1055.711060
	Iteration 43Q: 3 clusters Score -5346734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108030 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5346741.500000 Penalty: 1055.711060
	Iteration 44Q: 3 clusters Score -5346742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5346752.500000 Penalty: 1055.711060
	Iteration 45Q: 3 clusters Score -5346752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5346757.000000 Penalty: 1055.711060
	Iteration 46Q: 3 clusters Score -5346757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107994 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5346759.500000 Penalty: 1055.711060
	Iteration 47Q: 3 clusters Score -5346760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5346764.500000 Penalty: 1055.711060
	Iteration 48Q: 3 clusters Score -5346764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5346763.000000 Penalty: 1055.711060
	Iteration 49Q: 3 clusters Score -5346763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5346764.500000 Penalty: 1055.711060
	Iteration 50Q: 3 clusters Score -5346764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5346764.000000 Penalty: 1055.711060
	Iteration 51Q: 3 clusters Score -5346764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5346767.000000 Penalty: 1055.711060
	Iteration 52Q: 3 clusters Score -5346767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5346765.500000 Penalty: 1055.711060
	Iteration 53Q: 3 clusters Score -5346766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5346768.000000 Penalty: 1055.711060
	Iteration 54Q: 3 clusters Score -5346768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5346766.500000 Penalty: 1055.711060
	Iteration 55Q: 3 clusters Score -5346766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5346768.000000 Penalty: 1055.711060
	Iteration 56Q: 3 clusters Score -5346768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5346766.500000 Penalty: 1055.711060
	Iteration 57Q: 3 clusters Score -5346766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5346765.000000 Penalty: 1055.711060
	Iteration 58Q: 3 clusters Score -5346765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5346765.000000 Penalty: 1055.711060
	Iteration 59F: 3 clusters Score -5346765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -20410.935547 Penalty: 287.758331
	Iteration 0F: 2 clusters Score -20410.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19917.792969 Penalty: 575.516663
	Iteration 0F: 3 clusters Score -19917.79 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20114.115234 Penalty: 575.516663
	Iteration 1F: 3 clusters Score -20114.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20336.669922 Penalty: 575.516663
	Iteration 2F: 3 clusters Score -20336.67 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20725.968750 Penalty: 575.516663
	Iteration 3F: 3 clusters Score -20725.97 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21364.382812 Penalty: 575.516663
	Iteration 4F: 3 clusters Score -21364.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21601.095703 Penalty: 575.516663
	Iteration 5Q: 3 clusters Score -21601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21618.597656 Penalty: 575.516663
	Iteration 6Q: 3 clusters Score -21618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21622.580078 Penalty: 575.516663
	Iteration 7Q: 3 clusters Score -21622.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21629.335938 Penalty: 575.516663
	Iteration 8Q: 3 clusters Score -21629.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21682.011719 Penalty: 575.516663
	Iteration 9Q: 3 clusters Score -21682.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21770.800781 Penalty: 575.516663
	Iteration 10Q: 3 clusters Score -21770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21770.800781 Penalty: 575.516663
	Iteration 11F: 3 clusters Score -21770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 347721 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 28485 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 2144 members 
Entering Unmasked Estep 
Score: -28380660.000000 Penalty: 13332.218750
Splitting cluster 2 changes total score from -28379608.000000 to -28380660.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -38071.898438 Penalty: 313.568970
	Iteration 0F: 2 clusters Score -38071.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37306.992188 Penalty: 627.137939
	Iteration 0F: 3 clusters Score -37306.99 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -38117.792969 Penalty: 627.137939
	Iteration 1F: 3 clusters Score -38117.79 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -38756.300781 Penalty: 627.137939
	Iteration 2F: 3 clusters Score -38756.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -38979.281250 Penalty: 627.137939
	Iteration 3F: 3 clusters Score -38979.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -39071.300781 Penalty: 627.137939
	Iteration 4Q: 3 clusters Score -39071.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -39092.066406 Penalty: 627.137939
	Iteration 5Q: 3 clusters Score -39092.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -39107.644531 Penalty: 627.137939
	Iteration 6Q: 3 clusters Score -39107.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -39155.539062 Penalty: 627.137939
	Iteration 7Q: 3 clusters Score -39155.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -39248.972656 Penalty: 627.137939
	Iteration 8Q: 3 clusters Score -39248.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -39262.417969 Penalty: 627.137939
	Iteration 9Q: 3 clusters Score -39262.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -39264.207031 Penalty: 627.137939
	Iteration 10Q: 3 clusters Score -39264.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -39265.425781 Penalty: 627.137939
	Iteration 11Q: 3 clusters Score -39265.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -39265.832031 Penalty: 627.137939
	Iteration 12Q: 3 clusters Score -39265.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -39266.167969 Penalty: 627.137939
	Iteration 13Q: 3 clusters Score -39266.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -39266.167969 Penalty: 627.137939
	Iteration 14F: 3 clusters Score -39266.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 347721 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 28485 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 785 members 
Entering Unmasked Estep 
Score: -28381568.000000 Penalty: 13938.228516
Splitting cluster 3 changes total score from -28379608.000000 to -28381568.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -19318.101562 Penalty: 280.907257
	Iteration 0F: 2 clusters Score -19318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18860.345703 Penalty: 561.814514
	Iteration 0F: 3 clusters Score -18860.35 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19010.742188 Penalty: 561.814514
	Iteration 1F: 3 clusters Score -19010.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19043.810547 Penalty: 561.814514
	Iteration 2F: 3 clusters Score -19043.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19067.933594 Penalty: 561.814514
	Iteration 3F: 3 clusters Score -19067.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19084.126953 Penalty: 561.814514
	Iteration 4Q: 3 clusters Score -19084.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19101.511719 Penalty: 561.814514
	Iteration 5Q: 3 clusters Score -19101.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19117.644531 Penalty: 561.814514
	Iteration 6Q: 3 clusters Score -19117.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19130.457031 Penalty: 561.814514
	Iteration 7Q: 3 clusters Score -19130.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19154.035156 Penalty: 561.814514
	Iteration 8Q: 3 clusters Score -19154.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19180.732422 Penalty: 561.814514
	Iteration 9Q: 3 clusters Score -19180.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19197.710938 Penalty: 561.814514
	Iteration 10Q: 3 clusters Score -19197.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19231.572266 Penalty: 561.814514
	Iteration 11Q: 3 clusters Score -19231.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19242.775391 Penalty: 561.814514
	Iteration 12Q: 3 clusters Score -19242.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19246.679688 Penalty: 561.814514
	Iteration 13Q: 3 clusters Score -19246.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19252.048828 Penalty: 561.814514
	Iteration 14Q: 3 clusters Score -19252.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19284.962891 Penalty: 561.814514
	Iteration 15Q: 3 clusters Score -19284.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19339.681641 Penalty: 561.814514
	Iteration 16Q: 3 clusters Score -19339.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19454.650391 Penalty: 561.814514
	Iteration 17F: 3 clusters Score -19454.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19656.185547 Penalty: 561.814514
	Iteration 18F: 3 clusters Score -19656.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19840.945312 Penalty: 561.814514
	Iteration 19Q: 3 clusters Score -19840.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19883.933594 Penalty: 561.814514
	Iteration 20F: 3 clusters Score -19883.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19885.914062 Penalty: 561.814514
	Iteration 21Q: 3 clusters Score -19885.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19885.914062 Penalty: 561.814514
	Iteration 22F: 3 clusters Score -19885.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 347721 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 28485 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
Score: -28381812.000000 Penalty: 14544.239258
Splitting cluster 4 changes total score from -28379608.000000 to -28381812.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -158786.500000 Penalty: 367.833557
	Iteration 0F: 2 clusters Score -158786.5 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 1678 members 
Entering Unmasked Estep 
Score: -156594.171875 Penalty: 735.667114
	Iteration 0F: 3 clusters Score -156594.2 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -157417.250000 Penalty: 735.667114
	Iteration 1F: 3 clusters Score -157417.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -157495.453125 Penalty: 735.667114
	Iteration 2F: 3 clusters Score -157495.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -157582.171875 Penalty: 735.667114
	Iteration 3Q: 3 clusters Score -157582.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -157687.343750 Penalty: 735.667114
	Iteration 4Q: 3 clusters Score -157687.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -157786.125000 Penalty: 735.667114
	Iteration 5Q: 3 clusters Score -157786.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -157885.218750 Penalty: 735.667114
	Iteration 6Q: 3 clusters Score -157885.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -158010.500000 Penalty: 735.667114
	Iteration 7Q: 3 clusters Score -158010.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -158100.828125 Penalty: 735.667114
	Iteration 8Q: 3 clusters Score -158100.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -158178.875000 Penalty: 735.667114
	Iteration 9Q: 3 clusters Score -158178.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -158234.578125 Penalty: 735.667114
	Iteration 10Q: 3 clusters Score -158234.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -158272.781250 Penalty: 735.667114
	Iteration 11Q: 3 clusters Score -158272.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -158296.875000 Penalty: 735.667114
	Iteration 12Q: 3 clusters Score -158296.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -158311.468750 Penalty: 735.667114
	Iteration 13Q: 3 clusters Score -158311.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -158320.343750 Penalty: 735.667114
	Iteration 14Q: 3 clusters Score -158320.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -158330.781250 Penalty: 735.667114
	Iteration 15Q: 3 clusters Score -158330.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -158339.109375 Penalty: 735.667114
	Iteration 16Q: 3 clusters Score -158339.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -158346.078125 Penalty: 735.667114
	Iteration 17Q: 3 clusters Score -158346.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -158351.875000 Penalty: 735.667114
	Iteration 18Q: 3 clusters Score -158351.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -158355.703125 Penalty: 735.667114
	Iteration 19Q: 3 clusters Score -158355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -158357.281250 Penalty: 735.667114
	Iteration 20F: 3 clusters Score -158357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -158358.156250 Penalty: 735.667114
	Iteration 21Q: 3 clusters Score -158358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -158359.375000 Penalty: 735.667114
	Iteration 22Q: 3 clusters Score -158359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -158360.171875 Penalty: 735.667114
	Iteration 23Q: 3 clusters Score -158360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -158361.968750 Penalty: 735.667114
	Iteration 24Q: 3 clusters Score -158362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -158363.328125 Penalty: 735.667114
	Iteration 25Q: 3 clusters Score -158363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -158363.765625 Penalty: 735.667114
	Iteration 26Q: 3 clusters Score -158363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -158364.750000 Penalty: 735.667114
	Iteration 27Q: 3 clusters Score -158364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -158366.390625 Penalty: 735.667114
	Iteration 28Q: 3 clusters Score -158366.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -158367.687500 Penalty: 735.667114
	Iteration 29Q: 3 clusters Score -158367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -158369.281250 Penalty: 735.667114
	Iteration 30Q: 3 clusters Score -158369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -158370.062500 Penalty: 735.667114
	Iteration 31Q: 3 clusters Score -158370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -158370.171875 Penalty: 735.667114
	Iteration 32Q: 3 clusters Score -158370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -158370.375000 Penalty: 735.667114
	Iteration 33Q: 3 clusters Score -158370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -158370.609375 Penalty: 735.667114
	Iteration 34Q: 3 clusters Score -158370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -158370.609375 Penalty: 735.667114
	Iteration 35F: 3 clusters Score -158370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -88069.398438 Penalty: 337.989166
	Iteration 0F: 2 clusters Score -88069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -86846.382812 Penalty: 675.978333
	Iteration 0F: 3 clusters Score -86846.38 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -87228.796875 Penalty: 675.978333
	Iteration 1F: 3 clusters Score -87228.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -87265.398438 Penalty: 675.978333
	Iteration 2F: 3 clusters Score -87265.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -87290.523438 Penalty: 675.978333
	Iteration 3Q: 3 clusters Score -87290.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -87309.367188 Penalty: 675.978333
	Iteration 4Q: 3 clusters Score -87309.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -87335.976562 Penalty: 675.978333
	Iteration 5Q: 3 clusters Score -87335.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -87373.367188 Penalty: 675.978333
	Iteration 6Q: 3 clusters Score -87373.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -87417.085938 Penalty: 675.978333
	Iteration 7Q: 3 clusters Score -87417.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -87472.742188 Penalty: 675.978333
	Iteration 8Q: 3 clusters Score -87472.74 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -87529.921875 Penalty: 675.978333
	Iteration 9Q: 3 clusters Score -87529.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -87565.210938 Penalty: 675.978333
	Iteration 10Q: 3 clusters Score -87565.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -87598.375000 Penalty: 675.978333
	Iteration 11Q: 3 clusters Score -87598.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -87630.890625 Penalty: 675.978333
	Iteration 12Q: 3 clusters Score -87630.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -87660.867188 Penalty: 675.978333
	Iteration 13Q: 3 clusters Score -87660.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -87680.273438 Penalty: 675.978333
	Iteration 14Q: 3 clusters Score -87680.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -87693.601562 Penalty: 675.978333
	Iteration 15Q: 3 clusters Score -87693.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -87707.664062 Penalty: 675.978333
	Iteration 16Q: 3 clusters Score -87707.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -87714.718750 Penalty: 675.978333
	Iteration 17Q: 3 clusters Score -87714.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -87721.953125 Penalty: 675.978333
	Iteration 18Q: 3 clusters Score -87721.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -87724.273438 Penalty: 675.978333
	Iteration 19Q: 3 clusters Score -87724.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -87727.976562 Penalty: 675.978333
	Iteration 20F: 3 clusters Score -87727.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -87729.515625 Penalty: 675.978333
	Iteration 21Q: 3 clusters Score -87729.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -87731.054688 Penalty: 675.978333
	Iteration 22Q: 3 clusters Score -87731.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -87731.921875 Penalty: 675.978333
	Iteration 23Q: 3 clusters Score -87731.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -87731.921875 Penalty: 675.978333
	Iteration 24F: 3 clusters Score -87731.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -37063.257812 Penalty: 313.337189
	Iteration 0F: 2 clusters Score -37063.26 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 496 members 
Entering Unmasked Estep 
Score: -36253.867188 Penalty: 626.674377
	Iteration 0F: 3 clusters Score -36253.87 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -36889.152344 Penalty: 626.674377
	Iteration 1F: 3 clusters Score -36889.15 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37366.605469 Penalty: 626.674377
	Iteration 2F: 3 clusters Score -37366.61 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37671.488281 Penalty: 626.674377
	Iteration 3F: 3 clusters Score -37671.49 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37837.777344 Penalty: 626.674377
	Iteration 4F: 3 clusters Score -37837.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37896.796875 Penalty: 626.674377
	Iteration 5Q: 3 clusters Score -37896.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37913.347656 Penalty: 626.674377
	Iteration 6Q: 3 clusters Score -37913.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37919.031250 Penalty: 626.674377
	Iteration 7Q: 3 clusters Score -37919.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37920.488281 Penalty: 626.674377
	Iteration 8Q: 3 clusters Score -37920.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37922.160156 Penalty: 626.674377
	Iteration 9Q: 3 clusters Score -37922.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37922.957031 Penalty: 626.674377
	Iteration 10Q: 3 clusters Score -37922.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37923.093750 Penalty: 626.674377
	Iteration 11Q: 3 clusters Score -37923.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37923.093750 Penalty: 626.674377
	Iteration 12F: 3 clusters Score -37923.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 347721 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 28485 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 294 members 
Entering Unmasked Estep 
Score: -28382376.000000 Penalty: 15150.249023
Splitting cluster 7 changes total score from -28379608.000000 to -28382376.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (25871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Entering Unmasked Estep 
Score: -1311728.375000 Penalty: 462.319946
	Iteration 0F: 2 clusters Score -1311728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1294488.000000 Penalty: 924.639893
	Iteration 0F: 3 clusters Score -1294488 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1301825.250000 Penalty: 924.639893
	Iteration 1F: 3 clusters Score -1301825 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1302385.375000 Penalty: 924.639893
	Iteration 2F: 3 clusters Score -1302385 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1303266.625000 Penalty: 924.639893
	Iteration 3F: 3 clusters Score -1303267 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1304691.875000 Penalty: 924.639893
	Iteration 4F: 3 clusters Score -1304692 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1306680.500000 Penalty: 924.639893
	Iteration 5F: 3 clusters Score -1306680 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1308650.875000 Penalty: 924.639893
	Iteration 6F: 3 clusters Score -1308651 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1310057.625000 Penalty: 924.639893
	Iteration 7F: 3 clusters Score -1310058 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1310784.250000 Penalty: 924.639893
	Iteration 8Q: 3 clusters Score -1310784 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1311158.500000 Penalty: 924.639893
	Iteration 9Q: 3 clusters Score -1311158 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1311328.250000 Penalty: 924.639893
	Iteration 10Q: 3 clusters Score -1311328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1311418.750000 Penalty: 924.639893
	Iteration 11Q: 3 clusters Score -1311419 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1311480.000000 Penalty: 924.639893
	Iteration 12Q: 3 clusters Score -1311480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1311511.125000 Penalty: 924.639893
	Iteration 13Q: 3 clusters Score -1311511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1311531.875000 Penalty: 924.639893
	Iteration 14Q: 3 clusters Score -1311532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1311545.375000 Penalty: 924.639893
	Iteration 15Q: 3 clusters Score -1311545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1311552.500000 Penalty: 924.639893
	Iteration 16Q: 3 clusters Score -1311552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1311552.750000 Penalty: 924.639893
	Iteration 17Q: 3 clusters Score -1311553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1311558.000000 Penalty: 924.639893
	Iteration 18Q: 3 clusters Score -1311558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1311558.750000 Penalty: 924.639893
	Iteration 19Q: 3 clusters Score -1311559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1311565.000000 Penalty: 924.639893
	Iteration 20F: 3 clusters Score -1311565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1311566.750000 Penalty: 924.639893
	Iteration 21Q: 3 clusters Score -1311567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1311572.125000 Penalty: 924.639893
	Iteration 22Q: 3 clusters Score -1311572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1311579.250000 Penalty: 924.639893
	Iteration 23Q: 3 clusters Score -1311579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1311580.625000 Penalty: 924.639893
	Iteration 24Q: 3 clusters Score -1311581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1311584.000000 Penalty: 924.639893
	Iteration 25Q: 3 clusters Score -1311584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1311588.500000 Penalty: 924.639893
	Iteration 26Q: 3 clusters Score -1311588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1311587.500000 Penalty: 924.639893
	Iteration 27Q: 3 clusters Score -1311588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1311589.875000 Penalty: 924.639893
	Iteration 28Q: 3 clusters Score -1311590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1311591.750000 Penalty: 924.639893
	Iteration 29Q: 3 clusters Score -1311592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1311598.125000 Penalty: 924.639893
	Iteration 30Q: 3 clusters Score -1311598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1311599.500000 Penalty: 924.639893
	Iteration 31Q: 3 clusters Score -1311600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1311603.875000 Penalty: 924.639893
	Iteration 32Q: 3 clusters Score -1311604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1311612.750000 Penalty: 924.639893
	Iteration 33Q: 3 clusters Score -1311613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1311618.125000 Penalty: 924.639893
	Iteration 34Q: 3 clusters Score -1311618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1311620.875000 Penalty: 924.639893
	Iteration 35Q: 3 clusters Score -1311621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1311622.250000 Penalty: 924.639893
	Iteration 36Q: 3 clusters Score -1311622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1311628.750000 Penalty: 924.639893
	Iteration 37Q: 3 clusters Score -1311629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1311632.125000 Penalty: 924.639893
	Iteration 38Q: 3 clusters Score -1311632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1311634.625000 Penalty: 924.639893
	Iteration 39Q: 3 clusters Score -1311635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1311639.000000 Penalty: 924.639893
	Iteration 40F: 3 clusters Score -1311639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1311643.125000 Penalty: 924.639893
	Iteration 41Q: 3 clusters Score -1311643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1311644.750000 Penalty: 924.639893
	Iteration 42Q: 3 clusters Score -1311645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1311647.750000 Penalty: 924.639893
	Iteration 43Q: 3 clusters Score -1311648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1311650.250000 Penalty: 924.639893
	Iteration 44Q: 3 clusters Score -1311650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1311656.250000 Penalty: 924.639893
	Iteration 45Q: 3 clusters Score -1311656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1311661.000000 Penalty: 924.639893
	Iteration 46Q: 3 clusters Score -1311661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1311663.250000 Penalty: 924.639893
	Iteration 47Q: 3 clusters Score -1311663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1311666.000000 Penalty: 924.639893
	Iteration 48Q: 3 clusters Score -1311666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1311665.750000 Penalty: 924.639893
	Iteration 49Q: 3 clusters Score -1311666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1311665.500000 Penalty: 924.639893
	Iteration 50Q: 3 clusters Score -1311666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1311667.250000 Penalty: 924.639893
	Iteration 51Q: 3 clusters Score -1311667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1311668.000000 Penalty: 924.639893
	Iteration 52Q: 3 clusters Score -1311668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1311668.625000 Penalty: 924.639893
	Iteration 53Q: 3 clusters Score -1311669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1311671.500000 Penalty: 924.639893
	Iteration 54Q: 3 clusters Score -1311672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1311669.625000 Penalty: 924.639893
	Iteration 55Q: 3 clusters Score -1311670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1311669.750000 Penalty: 924.639893
	Iteration 56Q: 3 clusters Score -1311670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1311670.875000 Penalty: 924.639893
	Iteration 57Q: 3 clusters Score -1311671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1311671.875000 Penalty: 924.639893
	Iteration 58Q: 3 clusters Score -1311672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1311671.125000 Penalty: 924.639893
	Iteration 59Q: 3 clusters Score -1311671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1311673.125000 Penalty: 924.639893
	Iteration 60F: 3 clusters Score -1311673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1311675.500000 Penalty: 924.639893
	Iteration 61Q: 3 clusters Score -1311676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1311676.000000 Penalty: 924.639893
	Iteration 62Q: 3 clusters Score -1311676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1311676.500000 Penalty: 924.639893
	Iteration 63Q: 3 clusters Score -1311676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1311678.625000 Penalty: 924.639893
	Iteration 64Q: 3 clusters Score -1311679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1311678.625000 Penalty: 924.639893
	Iteration 65Q: 3 clusters Score -1311679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1311682.750000 Penalty: 924.639893
	Iteration 66Q: 3 clusters Score -1311683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1311685.875000 Penalty: 924.639893
	Iteration 67Q: 3 clusters Score -1311686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1311689.875000 Penalty: 924.639893
	Iteration 68Q: 3 clusters Score -1311690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1311690.750000 Penalty: 924.639893
	Iteration 69Q: 3 clusters Score -1311691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1311694.125000 Penalty: 924.639893
	Iteration 70Q: 3 clusters Score -1311694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1311695.250000 Penalty: 924.639893
	Iteration 71Q: 3 clusters Score -1311695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1311697.375000 Penalty: 924.639893
	Iteration 72Q: 3 clusters Score -1311697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1311698.375000 Penalty: 924.639893
	Iteration 73Q: 3 clusters Score -1311698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1311701.375000 Penalty: 924.639893
	Iteration 74Q: 3 clusters Score -1311701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1311705.000000 Penalty: 924.639893
	Iteration 75Q: 3 clusters Score -1311705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1311707.625000 Penalty: 924.639893
	Iteration 76Q: 3 clusters Score -1311708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1311707.875000 Penalty: 924.639893
	Iteration 77Q: 3 clusters Score -1311708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1311708.750000 Penalty: 924.639893
	Iteration 78Q: 3 clusters Score -1311709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1311708.250000 Penalty: 924.639893
	Iteration 79Q: 3 clusters Score -1311708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1311710.750000 Penalty: 924.639893
	Iteration 80F: 3 clusters Score -1311711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1311710.625000 Penalty: 924.639893
	Iteration 81Q: 3 clusters Score -1311711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1311710.250000 Penalty: 924.639893
	Iteration 82Q: 3 clusters Score -1311710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1311709.875000 Penalty: 924.639893
	Iteration 83Q: 3 clusters Score -1311710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1311711.125000 Penalty: 924.639893
	Iteration 84Q: 3 clusters Score -1311711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1311710.625000 Penalty: 924.639893
	Iteration 85Q: 3 clusters Score -1311711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1311710.625000 Penalty: 924.639893
	Iteration 86F: 3 clusters Score -1311711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -347994.093750 Penalty: 405.572662
	Iteration 0F: 2 clusters Score -347994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -342998.531250 Penalty: 811.145325
	Iteration 0F: 3 clusters Score -342998.5 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -345146.125000 Penalty: 811.145325
	Iteration 1F: 3 clusters Score -345146.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -345560.343750 Penalty: 811.145325
	Iteration 2F: 3 clusters Score -345560.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -346124.437500 Penalty: 811.145325
	Iteration 3F: 3 clusters Score -346124.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -346712.187500 Penalty: 811.145325
	Iteration 4F: 3 clusters Score -346712.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -347077.750000 Penalty: 811.145325
	Iteration 5F: 3 clusters Score -347077.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -347263.218750 Penalty: 811.145325
	Iteration 6Q: 3 clusters Score -347263.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -347368.593750 Penalty: 811.145325
	Iteration 7Q: 3 clusters Score -347368.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -347447.656250 Penalty: 811.145325
	Iteration 8Q: 3 clusters Score -347447.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -347503.843750 Penalty: 811.145325
	Iteration 9Q: 3 clusters Score -347503.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -347541.000000 Penalty: 811.145325
	Iteration 10Q: 3 clusters Score -347541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -347579.281250 Penalty: 811.145325
	Iteration 11Q: 3 clusters Score -347579.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -347616.375000 Penalty: 811.145325
	Iteration 12Q: 3 clusters Score -347616.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -347651.781250 Penalty: 811.145325
	Iteration 13Q: 3 clusters Score -347651.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -347672.187500 Penalty: 811.145325
	Iteration 14Q: 3 clusters Score -347672.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -347685.875000 Penalty: 811.145325
	Iteration 15Q: 3 clusters Score -347685.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -347697.093750 Penalty: 811.145325
	Iteration 16Q: 3 clusters Score -347697.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -347705.500000 Penalty: 811.145325
	Iteration 17Q: 3 clusters Score -347705.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -347709.843750 Penalty: 811.145325
	Iteration 18Q: 3 clusters Score -347709.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -347713.000000 Penalty: 811.145325
	Iteration 19Q: 3 clusters Score -347713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -347715.343750 Penalty: 811.145325
	Iteration 20F: 3 clusters Score -347715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -347717.218750 Penalty: 811.145325
	Iteration 21Q: 3 clusters Score -347717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -347718.562500 Penalty: 811.145325
	Iteration 22Q: 3 clusters Score -347718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -347719.656250 Penalty: 811.145325
	Iteration 23Q: 3 clusters Score -347719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -347719.750000 Penalty: 811.145325
	Iteration 24Q: 3 clusters Score -347719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -347720.468750 Penalty: 811.145325
	Iteration 25Q: 3 clusters Score -347720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -347720.312500 Penalty: 811.145325
	Iteration 26Q: 3 clusters Score -347720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -347720.312500 Penalty: 811.145325
	Iteration 27F: 3 clusters Score -347720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Entering Unmasked Estep 
Score: -492854.531250 Penalty: 421.790344
	Iteration 0F: 2 clusters Score -492854.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -485703.156250 Penalty: 843.580688
	Iteration 0F: 3 clusters Score -485703.2 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -488489.812500 Penalty: 843.580688
	Iteration 1F: 3 clusters Score -488489.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -488630.218750 Penalty: 843.580688
	Iteration 2Q: 3 clusters Score -488630.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -488778.656250 Penalty: 843.580688
	Iteration 3Q: 3 clusters Score -488778.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -488978.750000 Penalty: 843.580688
	Iteration 4Q: 3 clusters Score -488978.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -489304.562500 Penalty: 843.580688
	Iteration 5F: 3 clusters Score -489304.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -489803.156250 Penalty: 843.580688
	Iteration 6F: 3 clusters Score -489803.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -490393.062500 Penalty: 843.580688
	Iteration 7F: 3 clusters Score -490393.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -490887.968750 Penalty: 843.580688
	Iteration 8F: 3 clusters Score -490888 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -491196.593750 Penalty: 843.580688
	Iteration 9Q: 3 clusters Score -491196.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -491436.062500 Penalty: 843.580688
	Iteration 10Q: 3 clusters Score -491436.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -491650.156250 Penalty: 843.580688
	Iteration 11Q: 3 clusters Score -491650.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -491847.093750 Penalty: 843.580688
	Iteration 12Q: 3 clusters Score -491847.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -492030.000000 Penalty: 843.580688
	Iteration 13Q: 3 clusters Score -492030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -492192.781250 Penalty: 843.580688
	Iteration 14Q: 3 clusters Score -492192.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -492345.937500 Penalty: 843.580688
	Iteration 15Q: 3 clusters Score -492345.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -492443.625000 Penalty: 843.580688
	Iteration 16Q: 3 clusters Score -492443.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -492503.093750 Penalty: 843.580688
	Iteration 17Q: 3 clusters Score -492503.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -492530.218750 Penalty: 843.580688
	Iteration 18Q: 3 clusters Score -492530.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -492545.031250 Penalty: 843.580688
	Iteration 19Q: 3 clusters Score -492545 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -492558.437500 Penalty: 843.580688
	Iteration 20F: 3 clusters Score -492558.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -492567.156250 Penalty: 843.580688
	Iteration 21Q: 3 clusters Score -492567.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -492573.125000 Penalty: 843.580688
	Iteration 22Q: 3 clusters Score -492573.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -492578.687500 Penalty: 843.580688
	Iteration 23Q: 3 clusters Score -492578.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -492581.312500 Penalty: 843.580688
	Iteration 24Q: 3 clusters Score -492581.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -492582.531250 Penalty: 843.580688
	Iteration 25Q: 3 clusters Score -492582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -492584.281250 Penalty: 843.580688
	Iteration 26Q: 3 clusters Score -492584.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -492585.187500 Penalty: 843.580688
	Iteration 27Q: 3 clusters Score -492585.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -492586.968750 Penalty: 843.580688
	Iteration 28Q: 3 clusters Score -492587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -492588.625000 Penalty: 843.580688
	Iteration 29Q: 3 clusters Score -492588.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -492589.437500 Penalty: 843.580688
	Iteration 30Q: 3 clusters Score -492589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -492590.281250 Penalty: 843.580688
	Iteration 31Q: 3 clusters Score -492590.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -492591.625000 Penalty: 843.580688
	Iteration 32Q: 3 clusters Score -492591.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -492592.218750 Penalty: 843.580688
	Iteration 33Q: 3 clusters Score -492592.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -492592.593750 Penalty: 843.580688
	Iteration 34Q: 3 clusters Score -492592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -492593.812500 Penalty: 843.580688
	Iteration 35Q: 3 clusters Score -492593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -492594.187500 Penalty: 843.580688
	Iteration 36Q: 3 clusters Score -492594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -492593.625000 Penalty: 843.580688
	Iteration 37Q: 3 clusters Score -492593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -492593.437500 Penalty: 843.580688
	Iteration 38Q: 3 clusters Score -492593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -492593.312500 Penalty: 843.580688
	Iteration 39Q: 3 clusters Score -492593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -492593.468750 Penalty: 843.580688
	Iteration 40F: 3 clusters Score -492593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -492593.500000 Penalty: 843.580688
	Iteration 41Q: 3 clusters Score -492593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -492593.343750 Penalty: 843.580688
	Iteration 42Q: 3 clusters Score -492593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -492592.937500 Penalty: 843.580688
	Iteration 43Q: 3 clusters Score -492592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -492593.187500 Penalty: 843.580688
	Iteration 44Q: 3 clusters Score -492593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -492593.593750 Penalty: 843.580688
	Iteration 45Q: 3 clusters Score -492593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -492593.656250 Penalty: 843.580688
	Iteration 46Q: 3 clusters Score -492593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -492593.656250 Penalty: 843.580688
	Iteration 47F: 3 clusters Score -492593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (347721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347721 members 
Entering Unmasked Estep 
Score: -16569489.000000 Penalty: 580.541565
	Iteration 0F: 2 clusters Score -1.656949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -16341422.000000 Penalty: 1161.083130
	Iteration 0F: 3 clusters Score -1.634142e+07 nChanged 171893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162238 members 
Mstep: Class 2 contains 185483 members 
Entering Unmasked Estep 
Score: -16445360.000000 Penalty: 1161.083130
	Iteration 1F: 3 clusters Score -1.644536e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153730 members 
Mstep: Class 2 contains 193991 members 
Entering Unmasked Estep 
Score: -16447784.000000 Penalty: 1161.083130
	Iteration 2Q: 3 clusters Score -1.644778e+07 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 206774 members 
Entering Unmasked Estep 
Score: -16451923.000000 Penalty: 1161.083130
	Iteration 3Q: 3 clusters Score -1.645192e+07 nChanged 21105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122702 members 
Mstep: Class 2 contains 225019 members 
Entering Unmasked Estep 
Score: -16460004.000000 Penalty: 1161.083130
	Iteration 4F: 3 clusters Score -1.646e+07 nChanged 26109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 249590 members 
Entering Unmasked Estep 
Score: -16474886.000000 Penalty: 1161.083130
	Iteration 5F: 3 clusters Score -1.647489e+07 nChanged 29363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 278347 members 
Entering Unmasked Estep 
Score: -16497110.000000 Penalty: 1161.083130
	Iteration 6F: 3 clusters Score -1.649711e+07 nChanged 27856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 306053 members 
Entering Unmasked Estep 
Score: -16535025.000000 Penalty: 1161.083130
	Iteration 7F: 3 clusters Score -1.653502e+07 nChanged 24115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 330168 members 
Entering Unmasked Estep 
Score: -16559946.000000 Penalty: 1161.083130
	Iteration 8F: 3 clusters Score -1.655995e+07 nChanged 13543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 343711 members 
Entering Unmasked Estep 
Score: -16567755.000000 Penalty: 1161.083130
	Iteration 9Q: 3 clusters Score -1.656776e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 347204 members 
Entering Unmasked Estep 
Score: -16568773.000000 Penalty: 1161.083130
	Iteration 10Q: 3 clusters Score -1.656877e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 347664 members 
Entering Unmasked Estep 
Score: -16568900.000000 Penalty: 1161.083130
	Iteration 11Q: 3 clusters Score -1.65689e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 347698 members 
Entering Unmasked Estep 
Score: -16568920.000000 Penalty: 1161.083130
	Iteration 12Q: 3 clusters Score -1.656892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 347698 members 
Entering Unmasked Estep 
Score: -16568930.000000 Penalty: 1161.083130
	Iteration 13Q: 3 clusters Score -1.656893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 347697 members 
Entering Unmasked Estep 
Score: -16568935.000000 Penalty: 1161.083130
	Iteration 14Q: 3 clusters Score -1.656894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 347697 members 
Entering Unmasked Estep 
Score: -16568935.000000 Penalty: 1161.083130
	Iteration 15F: 3 clusters Score -1.656894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -212579.437500 Penalty: 382.199341
	Iteration 0F: 2 clusters Score -212579.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -209555.828125 Penalty: 764.398682
	Iteration 0F: 3 clusters Score -209555.8 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -210719.968750 Penalty: 764.398682
	Iteration 1F: 3 clusters Score -210720 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -210841.171875 Penalty: 764.398682
	Iteration 2F: 3 clusters Score -210841.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -210982.921875 Penalty: 764.398682
	Iteration 3F: 3 clusters Score -210982.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -211117.078125 Penalty: 764.398682
	Iteration 4F: 3 clusters Score -211117.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -211241.203125 Penalty: 764.398682
	Iteration 5Q: 3 clusters Score -211241.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -211359.406250 Penalty: 764.398682
	Iteration 6Q: 3 clusters Score -211359.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -211485.531250 Penalty: 764.398682
	Iteration 7Q: 3 clusters Score -211485.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -211582.234375 Penalty: 764.398682
	Iteration 8Q: 3 clusters Score -211582.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -211680.468750 Penalty: 764.398682
	Iteration 9Q: 3 clusters Score -211680.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -211796.562500 Penalty: 764.398682
	Iteration 10Q: 3 clusters Score -211796.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -211934.828125 Penalty: 764.398682
	Iteration 11Q: 3 clusters Score -211934.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -212076.640625 Penalty: 764.398682
	Iteration 12Q: 3 clusters Score -212076.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -212215.921875 Penalty: 764.398682
	Iteration 13Q: 3 clusters Score -212215.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -212300.109375 Penalty: 764.398682
	Iteration 14Q: 3 clusters Score -212300.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -212349.812500 Penalty: 764.398682
	Iteration 15Q: 3 clusters Score -212349.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -212373.906250 Penalty: 764.398682
	Iteration 16Q: 3 clusters Score -212373.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -212388.015625 Penalty: 764.398682
	Iteration 17Q: 3 clusters Score -212388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -212395.140625 Penalty: 764.398682
	Iteration 18Q: 3 clusters Score -212395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -212396.828125 Penalty: 764.398682
	Iteration 19Q: 3 clusters Score -212396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -212396.828125 Penalty: 764.398682
	Iteration 20F: 3 clusters Score -212396.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -117897.500000 Penalty: 358.231384
	Iteration 0F: 2 clusters Score -117897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -116082.132812 Penalty: 716.462769
	Iteration 0F: 3 clusters Score -116082.1 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -116699.132812 Penalty: 716.462769
	Iteration 1F: 3 clusters Score -116699.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -116818.171875 Penalty: 716.462769
	Iteration 2F: 3 clusters Score -116818.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -116944.164062 Penalty: 716.462769
	Iteration 3F: 3 clusters Score -116944.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -117115.796875 Penalty: 716.462769
	Iteration 4F: 3 clusters Score -117115.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -117306.093750 Penalty: 716.462769
	Iteration 5F: 3 clusters Score -117306.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -117477.140625 Penalty: 716.462769
	Iteration 6F: 3 clusters Score -117477.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -117603.382812 Penalty: 716.462769
	Iteration 7Q: 3 clusters Score -117603.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -117701.328125 Penalty: 716.462769
	Iteration 8Q: 3 clusters Score -117701.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -117806.515625 Penalty: 716.462769
	Iteration 9Q: 3 clusters Score -117806.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -117906.210938 Penalty: 716.462769
	Iteration 10Q: 3 clusters Score -117906.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -117945.843750 Penalty: 716.462769
	Iteration 11Q: 3 clusters Score -117945.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -117956.937500 Penalty: 716.462769
	Iteration 12Q: 3 clusters Score -117956.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -117962.734375 Penalty: 716.462769
	Iteration 13Q: 3 clusters Score -117962.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -117965.195312 Penalty: 716.462769
	Iteration 14Q: 3 clusters Score -117965.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -117966.023438 Penalty: 716.462769
	Iteration 15Q: 3 clusters Score -117966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -117967.304688 Penalty: 716.462769
	Iteration 16Q: 3 clusters Score -117967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -117969.398438 Penalty: 716.462769
	Iteration 17Q: 3 clusters Score -117969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -117970.281250 Penalty: 716.462769
	Iteration 18Q: 3 clusters Score -117970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -117971.726562 Penalty: 716.462769
	Iteration 19Q: 3 clusters Score -117971.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -117973.429688 Penalty: 716.462769
	Iteration 20F: 3 clusters Score -117973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -117976.335938 Penalty: 716.462769
	Iteration 21Q: 3 clusters Score -117976.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -117978.671875 Penalty: 716.462769
	Iteration 22Q: 3 clusters Score -117978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -117981.125000 Penalty: 716.462769
	Iteration 23Q: 3 clusters Score -117981.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -117982.328125 Penalty: 716.462769
	Iteration 24Q: 3 clusters Score -117982.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -117982.789062 Penalty: 716.462769
	Iteration 25Q: 3 clusters Score -117982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -117982.953125 Penalty: 716.462769
	Iteration 26Q: 3 clusters Score -117983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -117982.953125 Penalty: 716.462769
	Iteration 27F: 3 clusters Score -117983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 347721 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 28485 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 294 members 
Mstep: Class 26 contains 1417 members 
Entering Unmasked Estep 
Score: -28382206.000000 Penalty: 15756.258789
Splitting cluster 13 changes total score from -28379608.000000 to -28382206.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -7810.834473 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -7810.834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7542.105957 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -7542.106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7599.880859 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -7599.881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7614.720703 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -7614.721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7618.335449 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -7618.335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7620.869141 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -7620.869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7621.961426 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -7621.961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7621.961426 Penalty: 479.375092
	Iteration 6F: 3 clusters Score -7621.961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -52600.523438 Penalty: 324.016998
	Iteration 0F: 2 clusters Score -52600.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -51655.695312 Penalty: 648.033997
	Iteration 0F: 3 clusters Score -51655.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52018.972656 Penalty: 648.033997
	Iteration 1F: 3 clusters Score -52018.97 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -52167.714844 Penalty: 648.033997
	Iteration 2F: 3 clusters Score -52167.71 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -52342.687500 Penalty: 648.033997
	Iteration 3F: 3 clusters Score -52342.69 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -52547.792969 Penalty: 648.033997
	Iteration 4F: 3 clusters Score -52547.79 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -52704.042969 Penalty: 648.033997
	Iteration 5F: 3 clusters Score -52704.04 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -52841.578125 Penalty: 648.033997
	Iteration 6F: 3 clusters Score -52841.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -52920.378906 Penalty: 648.033997
	Iteration 7F: 3 clusters Score -52920.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -52966.773438 Penalty: 648.033997
	Iteration 8Q: 3 clusters Score -52966.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -52985.265625 Penalty: 648.033997
	Iteration 9Q: 3 clusters Score -52985.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -52998.937500 Penalty: 648.033997
	Iteration 10Q: 3 clusters Score -52998.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -53010.406250 Penalty: 648.033997
	Iteration 11Q: 3 clusters Score -53010.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -53015.789062 Penalty: 648.033997
	Iteration 12Q: 3 clusters Score -53015.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -53020.277344 Penalty: 648.033997
	Iteration 13Q: 3 clusters Score -53020.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -53022.632812 Penalty: 648.033997
	Iteration 14Q: 3 clusters Score -53022.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -53025.089844 Penalty: 648.033997
	Iteration 15Q: 3 clusters Score -53025.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -53025.246094 Penalty: 648.033997
	Iteration 16Q: 3 clusters Score -53025.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -53025.246094 Penalty: 648.033997
	Iteration 17F: 3 clusters Score -53025.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 347721 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 28485 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 294 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 886 members 
Entering Unmasked Estep 
Score: -28382362.000000 Penalty: 16362.268555
Splitting cluster 16 changes total score from -28379608.000000 to -28382362.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -139707.859375 Penalty: 362.825592
	Iteration 0F: 2 clusters Score -139707.9 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 1440 members 
Entering Unmasked Estep 
Score: -137705.921875 Penalty: 725.651184
	Iteration 0F: 3 clusters Score -137705.9 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -138379.296875 Penalty: 725.651184
	Iteration 1F: 3 clusters Score -138379.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -138456.281250 Penalty: 725.651184
	Iteration 2F: 3 clusters Score -138456.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -138532.531250 Penalty: 725.651184
	Iteration 3F: 3 clusters Score -138532.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -138636.937500 Penalty: 725.651184
	Iteration 4F: 3 clusters Score -138636.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -138772.671875 Penalty: 725.651184
	Iteration 5F: 3 clusters Score -138772.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -138934.734375 Penalty: 725.651184
	Iteration 6F: 3 clusters Score -138934.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139096.468750 Penalty: 725.651184
	Iteration 7F: 3 clusters Score -139096.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -139263.687500 Penalty: 725.651184
	Iteration 8F: 3 clusters Score -139263.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -139392.968750 Penalty: 725.651184
	Iteration 9Q: 3 clusters Score -139393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -139494.687500 Penalty: 725.651184
	Iteration 10Q: 3 clusters Score -139494.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -139526.890625 Penalty: 725.651184
	Iteration 11Q: 3 clusters Score -139526.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -139533.046875 Penalty: 725.651184
	Iteration 12Q: 3 clusters Score -139533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -139536.359375 Penalty: 725.651184
	Iteration 13Q: 3 clusters Score -139536.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -139540.437500 Penalty: 725.651184
	Iteration 14Q: 3 clusters Score -139540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -139543.968750 Penalty: 725.651184
	Iteration 15Q: 3 clusters Score -139544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -139548.421875 Penalty: 725.651184
	Iteration 16Q: 3 clusters Score -139548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -139549.703125 Penalty: 725.651184
	Iteration 17Q: 3 clusters Score -139549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -139549.906250 Penalty: 725.651184
	Iteration 18Q: 3 clusters Score -139549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -139550.062500 Penalty: 725.651184
	Iteration 19Q: 3 clusters Score -139550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -139550.062500 Penalty: 725.651184
	Iteration 20F: 3 clusters Score -139550.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Entering Unmasked Estep 
Score: -1368048.000000 Penalty: 464.319031
	Iteration 0F: 2 clusters Score -1368048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1349933.500000 Penalty: 928.638062
	Iteration 0F: 3 clusters Score -1349934 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1358003.000000 Penalty: 928.638062
	Iteration 1F: 3 clusters Score -1358003 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1359128.875000 Penalty: 928.638062
	Iteration 2F: 3 clusters Score -1359129 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1360822.625000 Penalty: 928.638062
	Iteration 3F: 3 clusters Score -1360823 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1362932.625000 Penalty: 928.638062
	Iteration 4F: 3 clusters Score -1362933 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -1365025.375000 Penalty: 928.638062
	Iteration 5F: 3 clusters Score -1365025 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -1366405.375000 Penalty: 928.638062
	Iteration 6Q: 3 clusters Score -1366405 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -1367019.750000 Penalty: 928.638062
	Iteration 7Q: 3 clusters Score -1367020 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -1367260.875000 Penalty: 928.638062
	Iteration 8Q: 3 clusters Score -1367261 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -1367361.250000 Penalty: 928.638062
	Iteration 9Q: 3 clusters Score -1367361 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1367425.875000 Penalty: 928.638062
	Iteration 10Q: 3 clusters Score -1367426 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -1367467.750000 Penalty: 928.638062
	Iteration 11Q: 3 clusters Score -1367468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -1367498.000000 Penalty: 928.638062
	Iteration 12Q: 3 clusters Score -1367498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -1367525.625000 Penalty: 928.638062
	Iteration 13Q: 3 clusters Score -1367526 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -1367549.500000 Penalty: 928.638062
	Iteration 14Q: 3 clusters Score -1367550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -1367576.000000 Penalty: 928.638062
	Iteration 15Q: 3 clusters Score -1367576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -1367589.250000 Penalty: 928.638062
	Iteration 16Q: 3 clusters Score -1367589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -1367602.750000 Penalty: 928.638062
	Iteration 17Q: 3 clusters Score -1367603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -1367613.625000 Penalty: 928.638062
	Iteration 18Q: 3 clusters Score -1367614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -1367621.375000 Penalty: 928.638062
	Iteration 19Q: 3 clusters Score -1367621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -1367633.375000 Penalty: 928.638062
	Iteration 20F: 3 clusters Score -1367633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -1367640.750000 Penalty: 928.638062
	Iteration 21Q: 3 clusters Score -1367641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -1367646.250000 Penalty: 928.638062
	Iteration 22Q: 3 clusters Score -1367646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -1367655.500000 Penalty: 928.638062
	Iteration 23Q: 3 clusters Score -1367656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -1367665.375000 Penalty: 928.638062
	Iteration 24Q: 3 clusters Score -1367665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -1367671.250000 Penalty: 928.638062
	Iteration 25Q: 3 clusters Score -1367671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -1367679.000000 Penalty: 928.638062
	Iteration 26Q: 3 clusters Score -1367679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -1367687.125000 Penalty: 928.638062
	Iteration 27Q: 3 clusters Score -1367687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1367691.500000 Penalty: 928.638062
	Iteration 28Q: 3 clusters Score -1367692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -1367698.000000 Penalty: 928.638062
	Iteration 29Q: 3 clusters Score -1367698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -1367698.500000 Penalty: 928.638062
	Iteration 30Q: 3 clusters Score -1367698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -1367701.500000 Penalty: 928.638062
	Iteration 31Q: 3 clusters Score -1367702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -1367703.750000 Penalty: 928.638062
	Iteration 32Q: 3 clusters Score -1367704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -1367705.375000 Penalty: 928.638062
	Iteration 33Q: 3 clusters Score -1367705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -1367704.375000 Penalty: 928.638062
	Iteration 34Q: 3 clusters Score -1367704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -1367704.375000 Penalty: 928.638062
	Iteration 35F: 3 clusters Score -1367704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Entering Unmasked Estep 
Score: -316484.343750 Penalty: 404.110901
	Iteration 0F: 2 clusters Score -316484.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -311679.718750 Penalty: 808.221802
	Iteration 0F: 3 clusters Score -311679.7 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -313467.875000 Penalty: 808.221802
	Iteration 1F: 3 clusters Score -313467.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -313604.375000 Penalty: 808.221802
	Iteration 2F: 3 clusters Score -313604.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -313780.156250 Penalty: 808.221802
	Iteration 3F: 3 clusters Score -313780.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -314064.000000 Penalty: 808.221802
	Iteration 4F: 3 clusters Score -314064 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -314465.968750 Penalty: 808.221802
	Iteration 5F: 3 clusters Score -314466 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -314938.375000 Penalty: 808.221802
	Iteration 6F: 3 clusters Score -314938.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -315432.906250 Penalty: 808.221802
	Iteration 7F: 3 clusters Score -315432.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -315784.250000 Penalty: 808.221802
	Iteration 8Q: 3 clusters Score -315784.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -315963.031250 Penalty: 808.221802
	Iteration 9Q: 3 clusters Score -315963 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -316052.531250 Penalty: 808.221802
	Iteration 10Q: 3 clusters Score -316052.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -316127.062500 Penalty: 808.221802
	Iteration 11Q: 3 clusters Score -316127.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -316194.437500 Penalty: 808.221802
	Iteration 12Q: 3 clusters Score -316194.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -316247.906250 Penalty: 808.221802
	Iteration 13Q: 3 clusters Score -316247.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -316283.187500 Penalty: 808.221802
	Iteration 14Q: 3 clusters Score -316283.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -316312.625000 Penalty: 808.221802
	Iteration 15Q: 3 clusters Score -316312.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -316343.250000 Penalty: 808.221802
	Iteration 16Q: 3 clusters Score -316343.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -316362.531250 Penalty: 808.221802
	Iteration 17Q: 3 clusters Score -316362.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -316374.156250 Penalty: 808.221802
	Iteration 18Q: 3 clusters Score -316374.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -316379.468750 Penalty: 808.221802
	Iteration 19Q: 3 clusters Score -316379.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -316386.406250 Penalty: 808.221802
	Iteration 20F: 3 clusters Score -316386.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -316389.531250 Penalty: 808.221802
	Iteration 21Q: 3 clusters Score -316389.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -316391.281250 Penalty: 808.221802
	Iteration 22Q: 3 clusters Score -316391.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -316391.531250 Penalty: 808.221802
	Iteration 23Q: 3 clusters Score -316391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -316391.343750 Penalty: 808.221802
	Iteration 24Q: 3 clusters Score -316391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -316391.968750 Penalty: 808.221802
	Iteration 25Q: 3 clusters Score -316392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -316392.750000 Penalty: 808.221802
	Iteration 26Q: 3 clusters Score -316392.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -316393.312500 Penalty: 808.221802
	Iteration 27Q: 3 clusters Score -316393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -316392.812500 Penalty: 808.221802
	Iteration 28Q: 3 clusters Score -316392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -316393.125000 Penalty: 808.221802
	Iteration 29Q: 3 clusters Score -316393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -316393.187500 Penalty: 808.221802
	Iteration 30Q: 3 clusters Score -316393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -316393.187500 Penalty: 808.221802
	Iteration 31F: 3 clusters Score -316393.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Entering Unmasked Estep 
Score: -1456525.125000 Penalty: 466.699524
	Iteration 0F: 2 clusters Score -1456525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1437429.625000 Penalty: 933.399048
	Iteration 0F: 3 clusters Score -1437430 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1445210.875000 Penalty: 933.399048
	Iteration 1F: 3 clusters Score -1445211 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1445389.875000 Penalty: 933.399048
	Iteration 2Q: 3 clusters Score -1445390 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1445574.750000 Penalty: 933.399048
	Iteration 3Q: 3 clusters Score -1445575 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1445830.375000 Penalty: 933.399048
	Iteration 4Q: 3 clusters Score -1445830 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1446241.750000 Penalty: 933.399048
	Iteration 5Q: 3 clusters Score -1446242 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1446945.250000 Penalty: 933.399048
	Iteration 6Q: 3 clusters Score -1446945 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1448093.250000 Penalty: 933.399048
	Iteration 7F: 3 clusters Score -1448093 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1449789.625000 Penalty: 933.399048
	Iteration 8F: 3 clusters Score -1449790 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1451492.000000 Penalty: 933.399048
	Iteration 9F: 3 clusters Score -1451492 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1452742.375000 Penalty: 933.399048
	Iteration 10F: 3 clusters Score -1452742 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1453535.750000 Penalty: 933.399048
	Iteration 11Q: 3 clusters Score -1453536 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1453961.625000 Penalty: 933.399048
	Iteration 12Q: 3 clusters Score -1453962 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1454236.500000 Penalty: 933.399048
	Iteration 13Q: 3 clusters Score -1454236 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1454431.000000 Penalty: 933.399048
	Iteration 14Q: 3 clusters Score -1454431 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1454597.875000 Penalty: 933.399048
	Iteration 15Q: 3 clusters Score -1454598 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1454758.250000 Penalty: 933.399048
	Iteration 16Q: 3 clusters Score -1454758 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1454921.750000 Penalty: 933.399048
	Iteration 17Q: 3 clusters Score -1454922 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1455075.500000 Penalty: 933.399048
	Iteration 18Q: 3 clusters Score -1455076 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1455204.500000 Penalty: 933.399048
	Iteration 19Q: 3 clusters Score -1455204 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1455313.000000 Penalty: 933.399048
	Iteration 20F: 3 clusters Score -1455313 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1455429.625000 Penalty: 933.399048
	Iteration 21Q: 3 clusters Score -1455430 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1455537.875000 Penalty: 933.399048
	Iteration 22Q: 3 clusters Score -1455538 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1455645.375000 Penalty: 933.399048
	Iteration 23Q: 3 clusters Score -1455645 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1455742.875000 Penalty: 933.399048
	Iteration 24Q: 3 clusters Score -1455743 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1455802.250000 Penalty: 933.399048
	Iteration 25Q: 3 clusters Score -1455802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1455857.250000 Penalty: 933.399048
	Iteration 26Q: 3 clusters Score -1455857 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1455903.375000 Penalty: 933.399048
	Iteration 27Q: 3 clusters Score -1455903 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1455945.500000 Penalty: 933.399048
	Iteration 28Q: 3 clusters Score -1455946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1455978.500000 Penalty: 933.399048
	Iteration 29Q: 3 clusters Score -1455978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1456009.000000 Penalty: 933.399048
	Iteration 30Q: 3 clusters Score -1456009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1456034.250000 Penalty: 933.399048
	Iteration 31Q: 3 clusters Score -1456034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1456060.625000 Penalty: 933.399048
	Iteration 32Q: 3 clusters Score -1456061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1456078.250000 Penalty: 933.399048
	Iteration 33Q: 3 clusters Score -1456078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1456087.500000 Penalty: 933.399048
	Iteration 34Q: 3 clusters Score -1456088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1456090.500000 Penalty: 933.399048
	Iteration 35Q: 3 clusters Score -1456090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1456092.750000 Penalty: 933.399048
	Iteration 36Q: 3 clusters Score -1456093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1456094.250000 Penalty: 933.399048
	Iteration 37Q: 3 clusters Score -1456094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1456094.125000 Penalty: 933.399048
	Iteration 38Q: 3 clusters Score -1456094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1456093.875000 Penalty: 933.399048
	Iteration 39Q: 3 clusters Score -1456094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1456094.500000 Penalty: 933.399048
	Iteration 40F: 3 clusters Score -1456094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1456094.125000 Penalty: 933.399048
	Iteration 41Q: 3 clusters Score -1456094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1456097.125000 Penalty: 933.399048
	Iteration 42Q: 3 clusters Score -1456097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1456100.125000 Penalty: 933.399048
	Iteration 43Q: 3 clusters Score -1456100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1456106.125000 Penalty: 933.399048
	Iteration 44Q: 3 clusters Score -1456106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1456109.750000 Penalty: 933.399048
	Iteration 45Q: 3 clusters Score -1456110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1456118.625000 Penalty: 933.399048
	Iteration 46Q: 3 clusters Score -1456119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1456120.125000 Penalty: 933.399048
	Iteration 47Q: 3 clusters Score -1456120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1456122.625000 Penalty: 933.399048
	Iteration 48Q: 3 clusters Score -1456123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1456125.500000 Penalty: 933.399048
	Iteration 49Q: 3 clusters Score -1456126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1456127.500000 Penalty: 933.399048
	Iteration 50Q: 3 clusters Score -1456128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1456129.125000 Penalty: 933.399048
	Iteration 51Q: 3 clusters Score -1456129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1456133.250000 Penalty: 933.399048
	Iteration 52Q: 3 clusters Score -1456133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1456136.125000 Penalty: 933.399048
	Iteration 53Q: 3 clusters Score -1456136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1456137.500000 Penalty: 933.399048
	Iteration 54Q: 3 clusters Score -1456138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1456139.000000 Penalty: 933.399048
	Iteration 55Q: 3 clusters Score -1456139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1456139.375000 Penalty: 933.399048
	Iteration 56Q: 3 clusters Score -1456139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1456139.500000 Penalty: 933.399048
	Iteration 57Q: 3 clusters Score -1456140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1456140.750000 Penalty: 933.399048
	Iteration 58Q: 3 clusters Score -1456141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1456141.750000 Penalty: 933.399048
	Iteration 59Q: 3 clusters Score -1456142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1456142.375000 Penalty: 933.399048
	Iteration 60F: 3 clusters Score -1456142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Entering Unmasked Estep 
Score: -1110775.250000 Penalty: 457.934784
	Iteration 0F: 2 clusters Score -1110775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1095161.375000 Penalty: 915.869568
	Iteration 0F: 3 clusters Score -1095161 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1101714.500000 Penalty: 915.869568
	Iteration 1F: 3 clusters Score -1101714 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1101936.375000 Penalty: 915.869568
	Iteration 2Q: 3 clusters Score -1101936 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1102221.625000 Penalty: 915.869568
	Iteration 3Q: 3 clusters Score -1102222 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1102624.500000 Penalty: 915.869568
	Iteration 4Q: 3 clusters Score -1102624 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1103246.000000 Penalty: 915.869568
	Iteration 5Q: 3 clusters Score -1103246 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1104217.250000 Penalty: 915.869568
	Iteration 6F: 3 clusters Score -1104217 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1105445.250000 Penalty: 915.869568
	Iteration 7F: 3 clusters Score -1105445 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1106636.750000 Penalty: 915.869568
	Iteration 8F: 3 clusters Score -1106637 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1107517.875000 Penalty: 915.869568
	Iteration 9Q: 3 clusters Score -1107518 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1108030.375000 Penalty: 915.869568
	Iteration 10Q: 3 clusters Score -1108030 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1108369.000000 Penalty: 915.869568
	Iteration 11Q: 3 clusters Score -1108369 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1108636.375000 Penalty: 915.869568
	Iteration 12Q: 3 clusters Score -1108636 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1108912.625000 Penalty: 915.869568
	Iteration 13Q: 3 clusters Score -1108913 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1109194.125000 Penalty: 915.869568
	Iteration 14Q: 3 clusters Score -1109194 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1109450.625000 Penalty: 915.869568
	Iteration 15Q: 3 clusters Score -1109451 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1109691.125000 Penalty: 915.869568
	Iteration 16Q: 3 clusters Score -1109691 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1109884.125000 Penalty: 915.869568
	Iteration 17Q: 3 clusters Score -1109884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1110048.500000 Penalty: 915.869568
	Iteration 18Q: 3 clusters Score -1110048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1110171.875000 Penalty: 915.869568
	Iteration 19Q: 3 clusters Score -1110172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1110260.625000 Penalty: 915.869568
	Iteration 20F: 3 clusters Score -1110261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1110316.125000 Penalty: 915.869568
	Iteration 21Q: 3 clusters Score -1110316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1110344.875000 Penalty: 915.869568
	Iteration 22Q: 3 clusters Score -1110345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1110357.875000 Penalty: 915.869568
	Iteration 23Q: 3 clusters Score -1110358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1110370.750000 Penalty: 915.869568
	Iteration 24Q: 3 clusters Score -1110371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1110379.000000 Penalty: 915.869568
	Iteration 25Q: 3 clusters Score -1110379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1110384.375000 Penalty: 915.869568
	Iteration 26Q: 3 clusters Score -1110384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1110397.625000 Penalty: 915.869568
	Iteration 27Q: 3 clusters Score -1110398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1110404.125000 Penalty: 915.869568
	Iteration 28Q: 3 clusters Score -1110404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1110408.375000 Penalty: 915.869568
	Iteration 29Q: 3 clusters Score -1110408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1110408.125000 Penalty: 915.869568
	Iteration 30Q: 3 clusters Score -1110408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1110408.125000 Penalty: 915.869568
	Iteration 31F: 3 clusters Score -1110408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -111090.148438 Penalty: 349.004517
	Iteration 0F: 2 clusters Score -111090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -109531.687500 Penalty: 698.009033
	Iteration 0F: 3 clusters Score -109531.7 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -110000.210938 Penalty: 698.009033
	Iteration 1F: 3 clusters Score -110000.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -110056.953125 Penalty: 698.009033
	Iteration 2F: 3 clusters Score -110057 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -110103.445312 Penalty: 698.009033
	Iteration 3F: 3 clusters Score -110103.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -110140.007812 Penalty: 698.009033
	Iteration 4Q: 3 clusters Score -110140 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -110176.945312 Penalty: 698.009033
	Iteration 5Q: 3 clusters Score -110176.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -110209.804688 Penalty: 698.009033
	Iteration 6Q: 3 clusters Score -110209.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -110237.265625 Penalty: 698.009033
	Iteration 7Q: 3 clusters Score -110237.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -110266.812500 Penalty: 698.009033
	Iteration 8Q: 3 clusters Score -110266.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -110299.500000 Penalty: 698.009033
	Iteration 9Q: 3 clusters Score -110299.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -110334.109375 Penalty: 698.009033
	Iteration 10Q: 3 clusters Score -110334.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -110378.703125 Penalty: 698.009033
	Iteration 11Q: 3 clusters Score -110378.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -110440.125000 Penalty: 698.009033
	Iteration 12Q: 3 clusters Score -110440.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -110483.406250 Penalty: 698.009033
	Iteration 13Q: 3 clusters Score -110483.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -110514.804688 Penalty: 698.009033
	Iteration 14Q: 3 clusters Score -110514.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -110533.468750 Penalty: 698.009033
	Iteration 15Q: 3 clusters Score -110533.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -110546.039062 Penalty: 698.009033
	Iteration 16Q: 3 clusters Score -110546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -110554.773438 Penalty: 698.009033
	Iteration 17Q: 3 clusters Score -110554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -110562.507812 Penalty: 698.009033
	Iteration 18Q: 3 clusters Score -110562.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -110570.023438 Penalty: 698.009033
	Iteration 19Q: 3 clusters Score -110570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -110583.273438 Penalty: 698.009033
	Iteration 20F: 3 clusters Score -110583.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -110592.171875 Penalty: 698.009033
	Iteration 21Q: 3 clusters Score -110592.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -110596.953125 Penalty: 698.009033
	Iteration 22Q: 3 clusters Score -110597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -110600.054688 Penalty: 698.009033
	Iteration 23Q: 3 clusters Score -110600.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -110604.164062 Penalty: 698.009033
	Iteration 24Q: 3 clusters Score -110604.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -110610.210938 Penalty: 698.009033
	Iteration 25Q: 3 clusters Score -110610.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -110615.687500 Penalty: 698.009033
	Iteration 26Q: 3 clusters Score -110615.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -110618.000000 Penalty: 698.009033
	Iteration 27Q: 3 clusters Score -110618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -110619.562500 Penalty: 698.009033
	Iteration 28Q: 3 clusters Score -110619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -110621.421875 Penalty: 698.009033
	Iteration 29Q: 3 clusters Score -110621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -110622.242188 Penalty: 698.009033
	Iteration 30Q: 3 clusters Score -110622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -110623.359375 Penalty: 698.009033
	Iteration 31Q: 3 clusters Score -110623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -110625.632812 Penalty: 698.009033
	Iteration 32Q: 3 clusters Score -110625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -110626.421875 Penalty: 698.009033
	Iteration 33Q: 3 clusters Score -110626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -110627.671875 Penalty: 698.009033
	Iteration 34Q: 3 clusters Score -110627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -110628.742188 Penalty: 698.009033
	Iteration 35Q: 3 clusters Score -110628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -110629.031250 Penalty: 698.009033
	Iteration 36Q: 3 clusters Score -110629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -110629.226562 Penalty: 698.009033
	Iteration 37Q: 3 clusters Score -110629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -110629.226562 Penalty: 698.009033
	Iteration 38F: 3 clusters Score -110629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 347721 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 28485 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 2144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28382796.000000 Penalty: 16362.268555
Iteration 79Q: 28 clusters Score -2.83828e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 109407 members 
Mstep: Class 2 contains 233 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 25846 members 
Mstep: Class 9 contains 7367 members 
Mstep: Class 10 contains 10615 members 
Mstep: Class 11 contains 347736 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 330 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 27026 members 
Mstep: Class 19 contains 7175 members 
Mstep: Class 20 contains 28463 members 
Mstep: Class 21 contains 23560 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 129 members 
Mstep: Class 25 contains 293 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383294.000000 Penalty: 16362.268555
Iteration 80F: 28 clusters Score -2.838329e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 195 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 25852 members 
Mstep: Class 9 contains 7315 members 
Mstep: Class 10 contains 10606 members 
Mstep: Class 11 contains 347602 members 
Mstep: Class 12 contains 4446 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 344 members 
Mstep: Class 16 contains 440 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 27023 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 20 contains 28444 members 
Mstep: Class 21 contains 23604 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 129 members 
Mstep: Class 25 contains 294 members 
Mstep: Class 26 contains 1532 members 
Mstep: Class 27 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383684.000000 Penalty: 16362.268555
Iteration 81Q: 28 clusters Score -2.838368e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 109003 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 196 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3341 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 25872 members 
Mstep: Class 9 contains 7266 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 347534 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1196 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 457 members 
Mstep: Class 17 contains 2828 members 
Mstep: Class 18 contains 27016 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 28413 members 
Mstep: Class 21 contains 23645 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 131 members 
Mstep: Class 25 contains 292 members 
Mstep: Class 26 contains 1687 members 
Mstep: Class 27 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383808.000000 Penalty: 16362.268555
Iteration 82Q: 28 clusters Score -2.838381e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3368 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 25904 members 
Mstep: Class 9 contains 7216 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 347507 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 27012 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 28392 members 
Mstep: Class 21 contains 23696 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 291 members 
Mstep: Class 26 contains 1810 members 
Mstep: Class 27 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28383932.000000 Penalty: 16362.268555
Iteration 83Q: 28 clusters Score -2.838393e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 688 members 
Mstep: Class 8 contains 25924 members 
Mstep: Class 9 contains 7168 members 
Mstep: Class 10 contains 10604 members 
Mstep: Class 11 contains 347477 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1210 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 27015 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 28374 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 27 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384008.000000 Penalty: 16362.268555
Iteration 84Q: 28 clusters Score -2.838401e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 25945 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 10601 members 
Mstep: Class 11 contains 347489 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 475 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 27014 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 28358 members 
Mstep: Class 21 contains 23760 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 1974 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384016.000000 Penalty: 16362.268555
Iteration 85Q: 28 clusters Score -2.838402e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 25964 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 10586 members 
Mstep: Class 11 contains 347498 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1216 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 27017 members 
Mstep: Class 19 contains 7036 members 
Mstep: Class 20 contains 28348 members 
Mstep: Class 21 contains 23791 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384010.000000 Penalty: 16362.268555
Iteration 86Q: 28 clusters Score -2.838401e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108417 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3503 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 25986 members 
Mstep: Class 9 contains 7013 members 
Mstep: Class 10 contains 10570 members 
Mstep: Class 11 contains 347520 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1229 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 27015 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 28333 members 
Mstep: Class 21 contains 23839 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2079 members 
Mstep: Class 27 contains 1296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384094.000000 Penalty: 16362.268555
Iteration 87Q: 28 clusters Score -2.838409e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 6944 members 
Mstep: Class 10 contains 10568 members 
Mstep: Class 11 contains 347553 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1242 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 27014 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 28333 members 
Mstep: Class 21 contains 23877 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384096.000000 Penalty: 16362.268555
Iteration 88Q: 28 clusters Score -2.83841e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26017 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 10566 members 
Mstep: Class 11 contains 347563 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 27016 members 
Mstep: Class 19 contains 6984 members 
Mstep: Class 20 contains 28332 members 
Mstep: Class 21 contains 23908 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384186.000000 Penalty: 16362.268555
Iteration 89Q: 28 clusters Score -2.838419e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108226 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26032 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 10562 members 
Mstep: Class 11 contains 347584 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 27018 members 
Mstep: Class 19 contains 6966 members 
Mstep: Class 20 contains 28332 members 
Mstep: Class 21 contains 23946 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384168.000000 Penalty: 16362.268555
Iteration 90Q: 28 clusters Score -2.838417e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108175 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26044 members 
Mstep: Class 9 contains 6783 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 347610 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1275 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 27020 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 28329 members 
Mstep: Class 21 contains 23990 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384168.000000 Penalty: 16362.268555
Iteration 91Q: 28 clusters Score -2.838417e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 1703 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26059 members 
Mstep: Class 9 contains 6719 members 
Mstep: Class 10 contains 10545 members 
Mstep: Class 11 contains 347622 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 27020 members 
Mstep: Class 19 contains 6917 members 
Mstep: Class 20 contains 28330 members 
Mstep: Class 21 contains 24056 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2207 members 
Mstep: Class 27 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384230.000000 Penalty: 16362.268555
Iteration 92Q: 28 clusters Score -2.838423e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26074 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 10518 members 
Mstep: Class 11 contains 347663 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2744 members 
Mstep: Class 18 contains 27020 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 28329 members 
Mstep: Class 21 contains 24106 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2227 members 
Mstep: Class 27 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384200.000000 Penalty: 16362.268555
Iteration 93Q: 28 clusters Score -2.83842e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26088 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 347690 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 27023 members 
Mstep: Class 19 contains 6884 members 
Mstep: Class 20 contains 28330 members 
Mstep: Class 21 contains 24146 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384284.000000 Penalty: 16362.268555
Iteration 94Q: 28 clusters Score -2.838428e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108059 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26100 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 347708 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 27026 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 28331 members 
Mstep: Class 21 contains 24185 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2255 members 
Mstep: Class 27 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384360.000000 Penalty: 16362.268555
Iteration 95Q: 28 clusters Score -2.838436e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108043 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 1713 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26111 members 
Mstep: Class 9 contains 6479 members 
Mstep: Class 10 contains 10482 members 
Mstep: Class 11 contains 347734 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1310 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 27029 members 
Mstep: Class 19 contains 6862 members 
Mstep: Class 20 contains 28326 members 
Mstep: Class 21 contains 24219 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2256 members 
Mstep: Class 27 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384388.000000 Penalty: 16362.268555
Iteration 96Q: 28 clusters Score -2.838439e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26124 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 347747 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1314 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 2736 members 
Mstep: Class 18 contains 27035 members 
Mstep: Class 19 contains 6852 members 
Mstep: Class 20 contains 28323 members 
Mstep: Class 21 contains 24274 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2255 members 
Mstep: Class 27 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384358.000000 Penalty: 16362.268555
Iteration 97Q: 28 clusters Score -2.838436e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26140 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 10431 members 
Mstep: Class 11 contains 347753 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 18 contains 27036 members 
Mstep: Class 19 contains 6840 members 
Mstep: Class 20 contains 28325 members 
Mstep: Class 21 contains 24327 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2256 members 
Mstep: Class 27 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384362.000000 Penalty: 16362.268555
Iteration 98Q: 28 clusters Score -2.838436e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26149 members 
Mstep: Class 9 contains 6313 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 347768 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 27043 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 28321 members 
Mstep: Class 21 contains 24400 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2262 members 
Mstep: Class 27 contains 1322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384332.000000 Penalty: 16362.268555
Iteration 99Q: 28 clusters Score -2.838433e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26159 members 
Mstep: Class 9 contains 6261 members 
Mstep: Class 10 contains 10384 members 
Mstep: Class 11 contains 347774 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2728 members 
Mstep: Class 18 contains 27046 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 28319 members 
Mstep: Class 21 contains 24489 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384382.000000 Penalty: 16362.268555
Iteration 100F: 28 clusters Score -2.838438e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 6200 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 347776 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 27050 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 28318 members 
Mstep: Class 21 contains 24585 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2277 members 
Mstep: Class 27 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384384.000000 Penalty: 16362.268555
Iteration 101Q: 28 clusters Score -2.838438e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26190 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 10333 members 
Mstep: Class 11 contains 347769 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 27053 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 28318 members 
Mstep: Class 21 contains 24679 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2282 members 
Mstep: Class 27 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384340.000000 Penalty: 16362.268555
Iteration 102Q: 28 clusters Score -2.838434e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26209 members 
Mstep: Class 9 contains 6094 members 
Mstep: Class 10 contains 10323 members 
Mstep: Class 11 contains 347755 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 27061 members 
Mstep: Class 19 contains 6749 members 
Mstep: Class 20 contains 28325 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384318.000000 Penalty: 16362.268555
Iteration 103Q: 28 clusters Score -2.838432e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26219 members 
Mstep: Class 9 contains 6014 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 347763 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 27064 members 
Mstep: Class 19 contains 6737 members 
Mstep: Class 20 contains 28326 members 
Mstep: Class 21 contains 24831 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384338.000000 Penalty: 16362.268555
Iteration 104Q: 28 clusters Score -2.838434e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26228 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 347759 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 27071 members 
Mstep: Class 19 contains 6724 members 
Mstep: Class 20 contains 28326 members 
Mstep: Class 21 contains 24906 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384386.000000 Penalty: 16362.268555
Iteration 105Q: 28 clusters Score -2.838439e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26233 members 
Mstep: Class 9 contains 5861 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 347762 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 27079 members 
Mstep: Class 19 contains 6703 members 
Mstep: Class 20 contains 28325 members 
Mstep: Class 21 contains 24968 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384410.000000 Penalty: 16362.268555
Iteration 106Q: 28 clusters Score -2.838441e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3773 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26242 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 347739 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 27087 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 28327 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384430.000000 Penalty: 16362.268555
Iteration 107Q: 28 clusters Score -2.838443e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26253 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 347703 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 27094 members 
Mstep: Class 19 contains 6672 members 
Mstep: Class 20 contains 28330 members 
Mstep: Class 21 contains 25162 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384498.000000 Penalty: 16362.268555
Iteration 108Q: 28 clusters Score -2.83845e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 10301 members 
Mstep: Class 11 contains 347675 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 27096 members 
Mstep: Class 19 contains 6650 members 
Mstep: Class 20 contains 28329 members 
Mstep: Class 21 contains 25268 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384486.000000 Penalty: 16362.268555
Iteration 109Q: 28 clusters Score -2.838449e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26267 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 10298 members 
Mstep: Class 11 contains 347658 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 27103 members 
Mstep: Class 19 contains 6627 members 
Mstep: Class 20 contains 28328 members 
Mstep: Class 21 contains 25356 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384504.000000 Penalty: 16362.268555
Iteration 110Q: 28 clusters Score -2.83845e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107925 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 10283 members 
Mstep: Class 11 contains 347648 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 27104 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 28328 members 
Mstep: Class 21 contains 25457 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384552.000000 Penalty: 16362.268555
Iteration 111Q: 28 clusters Score -2.838455e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107927 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26279 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 347635 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 27102 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 28326 members 
Mstep: Class 21 contains 25568 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384536.000000 Penalty: 16362.268555
Iteration 112Q: 28 clusters Score -2.838454e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3791 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26285 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 10259 members 
Mstep: Class 11 contains 347619 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 27102 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 28326 members 
Mstep: Class 21 contains 25668 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384568.000000 Penalty: 16362.268555
Iteration 113Q: 28 clusters Score -2.838457e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26288 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 347620 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 27104 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 28325 members 
Mstep: Class 21 contains 25750 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384636.000000 Penalty: 16362.268555
Iteration 114Q: 28 clusters Score -2.838464e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26292 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 347623 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 27106 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 28325 members 
Mstep: Class 21 contains 25836 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384662.000000 Penalty: 16362.268555
Iteration 115Q: 28 clusters Score -2.838466e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26296 members 
Mstep: Class 9 contains 5326 members 
Mstep: Class 10 contains 10197 members 
Mstep: Class 11 contains 347615 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 27107 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 28324 members 
Mstep: Class 21 contains 25915 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384654.000000 Penalty: 16362.268555
Iteration 116Q: 28 clusters Score -2.838465e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26301 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 11 contains 347592 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 27112 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 28323 members 
Mstep: Class 21 contains 26004 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384676.000000 Penalty: 16362.268555
Iteration 117Q: 28 clusters Score -2.838468e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26303 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 347569 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 6450 members 
Mstep: Class 20 contains 28321 members 
Mstep: Class 21 contains 26079 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384754.000000 Penalty: 16362.268555
Iteration 118Q: 28 clusters Score -2.838475e+07 nChanged 218
Entering ConstructFrom: 
Score: -28384754.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (107939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Entering Unmasked Estep 
Score: -5289339.000000 Penalty: 527.314087
	Iteration 0F: 2 clusters Score -5289339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -5216312.000000 Penalty: 1054.628174
	Iteration 0F: 3 clusters Score -5216312 nChanged 52834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -5248760.500000 Penalty: 1054.628174
	Iteration 1F: 3 clusters Score -5248760 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -5250504.000000 Penalty: 1054.628174
	Iteration 2Q: 3 clusters Score -5250504 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5253388.000000 Penalty: 1054.628174
	Iteration 3Q: 3 clusters Score -5253388 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5258014.000000 Penalty: 1054.628174
	Iteration 4F: 3 clusters Score -5258014 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5264004.500000 Penalty: 1054.628174
	Iteration 5F: 3 clusters Score -5264004 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -5268188.500000 Penalty: 1054.628174
	Iteration 6F: 3 clusters Score -5268188 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5269563.000000 Penalty: 1054.628174
	Iteration 7Q: 3 clusters Score -5269563 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5269943.500000 Penalty: 1054.628174
	Iteration 8Q: 3 clusters Score -5269944 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5270262.500000 Penalty: 1054.628174
	Iteration 9Q: 3 clusters Score -5270262 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -5270590.500000 Penalty: 1054.628174
	Iteration 10Q: 3 clusters Score -5270590 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5270894.500000 Penalty: 1054.628174
	Iteration 11Q: 3 clusters Score -5270894 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -5271274.500000 Penalty: 1054.628174
	Iteration 12Q: 3 clusters Score -5271274 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -5271713.000000 Penalty: 1054.628174
	Iteration 13Q: 3 clusters Score -5271713 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -5272317.000000 Penalty: 1054.628174
	Iteration 14Q: 3 clusters Score -5272317 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5272993.000000 Penalty: 1054.628174
	Iteration 15Q: 3 clusters Score -5272993 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5273800.500000 Penalty: 1054.628174
	Iteration 16Q: 3 clusters Score -5273800 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -5274693.000000 Penalty: 1054.628174
	Iteration 17Q: 3 clusters Score -5274693 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -5275682.000000 Penalty: 1054.628174
	Iteration 18Q: 3 clusters Score -5275682 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -5276799.500000 Penalty: 1054.628174
	Iteration 19Q: 3 clusters Score -5276800 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -5278115.500000 Penalty: 1054.628174
	Iteration 20F: 3 clusters Score -5278116 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -5279515.500000 Penalty: 1054.628174
	Iteration 21Q: 3 clusters Score -5279516 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97715 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -5281169.500000 Penalty: 1054.628174
	Iteration 22Q: 3 clusters Score -5281170 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100031 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5282763.500000 Penalty: 1054.628174
	Iteration 23Q: 3 clusters Score -5282764 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -5284180.000000 Penalty: 1054.628174
	Iteration 24Q: 3 clusters Score -5284180 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5285388.000000 Penalty: 1054.628174
	Iteration 25Q: 3 clusters Score -5285388 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104983 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5286409.500000 Penalty: 1054.628174
	Iteration 26Q: 3 clusters Score -5286410 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106011 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5287233.000000 Penalty: 1054.628174
	Iteration 27Q: 3 clusters Score -5287233 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5287948.500000 Penalty: 1054.628174
	Iteration 28Q: 3 clusters Score -5287948 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5288484.500000 Penalty: 1054.628174
	Iteration 29Q: 3 clusters Score -5288484 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5288693.000000 Penalty: 1054.628174
	Iteration 30Q: 3 clusters Score -5288693 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5288813.000000 Penalty: 1054.628174
	Iteration 31Q: 3 clusters Score -5288813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5288844.500000 Penalty: 1054.628174
	Iteration 32Q: 3 clusters Score -5288844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5288873.000000 Penalty: 1054.628174
	Iteration 33Q: 3 clusters Score -5288873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5288880.000000 Penalty: 1054.628174
	Iteration 34Q: 3 clusters Score -5288880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5288883.500000 Penalty: 1054.628174
	Iteration 35Q: 3 clusters Score -5288884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5288890.500000 Penalty: 1054.628174
	Iteration 36Q: 3 clusters Score -5288890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5288900.500000 Penalty: 1054.628174
	Iteration 37Q: 3 clusters Score -5288900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5288899.500000 Penalty: 1054.628174
	Iteration 38Q: 3 clusters Score -5288900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5288904.500000 Penalty: 1054.628174
	Iteration 39Q: 3 clusters Score -5288904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5288904.500000 Penalty: 1054.628174
	Iteration 40F: 3 clusters Score -5288904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -9277.065430 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -9277.065 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 122 members 
Entering Unmasked Estep 
Score: -8962.151367 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -8962.151 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9030.509766 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -9030.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9049.718750 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -9049.719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9058.261719 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -9058.262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9063.821289 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -9063.821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9067.482422 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -9067.482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9070.393555 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -9070.394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9072.649414 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -9072.649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9077.487305 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -9077.487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9078.735352 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -9078.735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9081.583008 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -9081.583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9082.565430 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -9082.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9082.565430 Penalty: 497.208710
	Iteration 12F: 3 clusters Score -9082.565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8156.383789 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8156.384 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 100 members 
Entering Unmasked Estep 
Score: -7891.511230 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -7891.511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8048.172852 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -8048.173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8091.652344 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -8091.652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8109.252930 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -8109.253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8112.376953 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -8112.377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8112.376953 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -8112.377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -15124.713867 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -15124.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14719.847656 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -14719.85 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14808.066406 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -14808.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14838.524414 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -14838.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14865.015625 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -14865.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14873.009766 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -14873.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14879.533203 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -14879.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14886.275391 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -14886.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14888.234375 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -14888.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14889.516602 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -14889.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14889.516602 Penalty: 532.288574
	Iteration 9F: 3 clusters Score -14889.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -188775.937500 Penalty: 375.769989
	Iteration 0F: 2 clusters Score -188775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -186165.734375 Penalty: 751.539978
	Iteration 0F: 3 clusters Score -186165.7 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -187109.015625 Penalty: 751.539978
	Iteration 1F: 3 clusters Score -187109 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -187260.609375 Penalty: 751.539978
	Iteration 2F: 3 clusters Score -187260.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -187459.609375 Penalty: 751.539978
	Iteration 3F: 3 clusters Score -187459.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -187661.906250 Penalty: 751.539978
	Iteration 4F: 3 clusters Score -187661.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -187858.984375 Penalty: 751.539978
	Iteration 5F: 3 clusters Score -187859 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -188040.484375 Penalty: 751.539978
	Iteration 6F: 3 clusters Score -188040.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -188122.765625 Penalty: 751.539978
	Iteration 7Q: 3 clusters Score -188122.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -188162.531250 Penalty: 751.539978
	Iteration 8Q: 3 clusters Score -188162.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -188192.875000 Penalty: 751.539978
	Iteration 9Q: 3 clusters Score -188192.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -188222.828125 Penalty: 751.539978
	Iteration 10Q: 3 clusters Score -188222.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -188258.328125 Penalty: 751.539978
	Iteration 11Q: 3 clusters Score -188258.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -188303.562500 Penalty: 751.539978
	Iteration 12Q: 3 clusters Score -188303.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -188333.953125 Penalty: 751.539978
	Iteration 13Q: 3 clusters Score -188334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -188358.921875 Penalty: 751.539978
	Iteration 14Q: 3 clusters Score -188358.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -188375.015625 Penalty: 751.539978
	Iteration 15Q: 3 clusters Score -188375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -188385.531250 Penalty: 751.539978
	Iteration 16Q: 3 clusters Score -188385.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -188393.781250 Penalty: 751.539978
	Iteration 17Q: 3 clusters Score -188393.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -188402.812500 Penalty: 751.539978
	Iteration 18Q: 3 clusters Score -188402.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -188408.437500 Penalty: 751.539978
	Iteration 19Q: 3 clusters Score -188408.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -188414.609375 Penalty: 751.539978
	Iteration 20F: 3 clusters Score -188414.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -188419.609375 Penalty: 751.539978
	Iteration 21Q: 3 clusters Score -188419.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -188425.031250 Penalty: 751.539978
	Iteration 22Q: 3 clusters Score -188425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -188429.312500 Penalty: 751.539978
	Iteration 23Q: 3 clusters Score -188429.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -188430.984375 Penalty: 751.539978
	Iteration 24Q: 3 clusters Score -188431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -188432.921875 Penalty: 751.539978
	Iteration 25Q: 3 clusters Score -188432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -188432.875000 Penalty: 751.539978
	Iteration 26Q: 3 clusters Score -188432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -188433.140625 Penalty: 751.539978
	Iteration 27Q: 3 clusters Score -188433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -188433.406250 Penalty: 751.539978
	Iteration 28Q: 3 clusters Score -188433.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -188434.015625 Penalty: 751.539978
	Iteration 29Q: 3 clusters Score -188434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -188434.562500 Penalty: 751.539978
	Iteration 30Q: 3 clusters Score -188434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -188434.453125 Penalty: 751.539978
	Iteration 31Q: 3 clusters Score -188434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -188434.468750 Penalty: 751.539978
	Iteration 32Q: 3 clusters Score -188434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -188434.343750 Penalty: 751.539978
	Iteration 33Q: 3 clusters Score -188434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -188434.343750 Penalty: 751.539978
	Iteration 34F: 3 clusters Score -188434.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -89783.273438 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -89783.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -88512.609375 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -88512.61 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -88932.007812 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -88932.01 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -89000.734375 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -89000.73 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -89065.937500 Penalty: 677.692322
	Iteration 3F: 3 clusters Score -89065.94 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -89142.742188 Penalty: 677.692322
	Iteration 4F: 3 clusters Score -89142.74 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -89244.789062 Penalty: 677.692322
	Iteration 5F: 3 clusters Score -89244.79 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -89326.851562 Penalty: 677.692322
	Iteration 6F: 3 clusters Score -89326.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -89382.046875 Penalty: 677.692322
	Iteration 7Q: 3 clusters Score -89382.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -89409.335938 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -89409.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -89426.281250 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -89426.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -89442.976562 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -89442.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -89461.039062 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -89461.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -89471.273438 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -89471.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -89478.695312 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -89478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -89480.078125 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -89480.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -89482.906250 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -89482.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -89483.617188 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -89483.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -89484.304688 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -89484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -89484.304688 Penalty: 677.692322
	Iteration 18F: 3 clusters Score -89484.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -27867.783203 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -27867.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27268.453125 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -27268.45 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27463.580078 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -27463.58 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27564.554688 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -27564.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27617.863281 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -27617.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27638.054688 Penalty: 594.706970
	Iteration 4Q: 3 clusters Score -27638.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27646.677734 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -27646.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27653.177734 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -27653.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27665.724609 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -27665.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -27672.867188 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -27672.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27678.792969 Penalty: 594.706970
	Iteration 9Q: 3 clusters Score -27678.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27683.771484 Penalty: 594.706970
	Iteration 10Q: 3 clusters Score -27683.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27690.177734 Penalty: 594.706970
	Iteration 11Q: 3 clusters Score -27690.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27693.138672 Penalty: 594.706970
	Iteration 12Q: 3 clusters Score -27693.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -27694.855469 Penalty: 594.706970
	Iteration 13Q: 3 clusters Score -27694.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27696.369141 Penalty: 594.706970
	Iteration 14Q: 3 clusters Score -27696.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -27696.521484 Penalty: 594.706970
	Iteration 15Q: 3 clusters Score -27696.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -27696.521484 Penalty: 594.706970
	Iteration 16F: 3 clusters Score -27696.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Entering Unmasked Estep 
Score: -1334456.375000 Penalty: 463.076904
	Iteration 0F: 2 clusters Score -1334456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1316713.125000 Penalty: 926.153809
	Iteration 0F: 3 clusters Score -1316713 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1324432.000000 Penalty: 926.153809
	Iteration 1F: 3 clusters Score -1324432 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1325271.375000 Penalty: 926.153809
	Iteration 2F: 3 clusters Score -1325271 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1326564.750000 Penalty: 926.153809
	Iteration 3F: 3 clusters Score -1326565 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1328296.250000 Penalty: 926.153809
	Iteration 4F: 3 clusters Score -1328296 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -1330056.625000 Penalty: 926.153809
	Iteration 5F: 3 clusters Score -1330057 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -1331369.000000 Penalty: 926.153809
	Iteration 6F: 3 clusters Score -1331369 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -1332153.125000 Penalty: 926.153809
	Iteration 7Q: 3 clusters Score -1332153 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -1332637.125000 Penalty: 926.153809
	Iteration 8Q: 3 clusters Score -1332637 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -1332921.875000 Penalty: 926.153809
	Iteration 9Q: 3 clusters Score -1332922 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -1333129.000000 Penalty: 926.153809
	Iteration 10Q: 3 clusters Score -1333129 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -1333296.750000 Penalty: 926.153809
	Iteration 11Q: 3 clusters Score -1333297 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -1333436.875000 Penalty: 926.153809
	Iteration 12Q: 3 clusters Score -1333437 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -1333597.375000 Penalty: 926.153809
	Iteration 13Q: 3 clusters Score -1333597 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1333718.625000 Penalty: 926.153809
	Iteration 14Q: 3 clusters Score -1333719 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -1333817.375000 Penalty: 926.153809
	Iteration 15Q: 3 clusters Score -1333817 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -1333881.750000 Penalty: 926.153809
	Iteration 16Q: 3 clusters Score -1333882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -1333931.125000 Penalty: 926.153809
	Iteration 17Q: 3 clusters Score -1333931 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -1333966.250000 Penalty: 926.153809
	Iteration 18Q: 3 clusters Score -1333966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -1334002.375000 Penalty: 926.153809
	Iteration 19Q: 3 clusters Score -1334002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -1334034.500000 Penalty: 926.153809
	Iteration 20F: 3 clusters Score -1334034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -1334055.500000 Penalty: 926.153809
	Iteration 21Q: 3 clusters Score -1334056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -1334069.375000 Penalty: 926.153809
	Iteration 22Q: 3 clusters Score -1334069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -1334094.500000 Penalty: 926.153809
	Iteration 23Q: 3 clusters Score -1334094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -1334111.375000 Penalty: 926.153809
	Iteration 24Q: 3 clusters Score -1334111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -1334115.375000 Penalty: 926.153809
	Iteration 25Q: 3 clusters Score -1334115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -1334118.000000 Penalty: 926.153809
	Iteration 26Q: 3 clusters Score -1334118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -1334122.875000 Penalty: 926.153809
	Iteration 27Q: 3 clusters Score -1334123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -1334125.000000 Penalty: 926.153809
	Iteration 28Q: 3 clusters Score -1334125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -1334128.500000 Penalty: 926.153809
	Iteration 29Q: 3 clusters Score -1334128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -1334134.500000 Penalty: 926.153809
	Iteration 30Q: 3 clusters Score -1334134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -1334138.125000 Penalty: 926.153809
	Iteration 31Q: 3 clusters Score -1334138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -1334140.500000 Penalty: 926.153809
	Iteration 32Q: 3 clusters Score -1334140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -1334143.000000 Penalty: 926.153809
	Iteration 33Q: 3 clusters Score -1334143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -1334145.250000 Penalty: 926.153809
	Iteration 34Q: 3 clusters Score -1334145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -1334145.250000 Penalty: 926.153809
	Iteration 35Q: 3 clusters Score -1334145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -1334145.250000 Penalty: 926.153809
	Iteration 36F: 3 clusters Score -1334145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -244787.562500 Penalty: 389.578552
	Iteration 0F: 2 clusters Score -244787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -241201.562500 Penalty: 779.157104
	Iteration 0F: 3 clusters Score -241201.6 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -242430.078125 Penalty: 779.157104
	Iteration 1F: 3 clusters Score -242430.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -242574.640625 Penalty: 779.157104
	Iteration 2F: 3 clusters Score -242574.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -242716.328125 Penalty: 779.157104
	Iteration 3F: 3 clusters Score -242716.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -242870.046875 Penalty: 779.157104
	Iteration 4F: 3 clusters Score -242870 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -243049.546875 Penalty: 779.157104
	Iteration 5F: 3 clusters Score -243049.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -243200.453125 Penalty: 779.157104
	Iteration 6Q: 3 clusters Score -243200.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -243378.625000 Penalty: 779.157104
	Iteration 7F: 3 clusters Score -243378.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -243580.812500 Penalty: 779.157104
	Iteration 8F: 3 clusters Score -243580.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -243782.750000 Penalty: 779.157104
	Iteration 9Q: 3 clusters Score -243782.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -243950.250000 Penalty: 779.157104
	Iteration 10Q: 3 clusters Score -243950.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -244070.890625 Penalty: 779.157104
	Iteration 11Q: 3 clusters Score -244070.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -244151.437500 Penalty: 779.157104
	Iteration 12Q: 3 clusters Score -244151.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -244217.031250 Penalty: 779.157104
	Iteration 13Q: 3 clusters Score -244217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -244256.781250 Penalty: 779.157104
	Iteration 14Q: 3 clusters Score -244256.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -244303.265625 Penalty: 779.157104
	Iteration 15Q: 3 clusters Score -244303.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -244355.078125 Penalty: 779.157104
	Iteration 16Q: 3 clusters Score -244355.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -244402.593750 Penalty: 779.157104
	Iteration 17Q: 3 clusters Score -244402.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -244425.875000 Penalty: 779.157104
	Iteration 18Q: 3 clusters Score -244425.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -244440.890625 Penalty: 779.157104
	Iteration 19Q: 3 clusters Score -244440.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -244457.437500 Penalty: 779.157104
	Iteration 20F: 3 clusters Score -244457.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -244469.906250 Penalty: 779.157104
	Iteration 21Q: 3 clusters Score -244469.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -244474.937500 Penalty: 779.157104
	Iteration 22Q: 3 clusters Score -244474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -244478.921875 Penalty: 779.157104
	Iteration 23Q: 3 clusters Score -244478.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -244485.437500 Penalty: 779.157104
	Iteration 24Q: 3 clusters Score -244485.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -244492.828125 Penalty: 779.157104
	Iteration 25Q: 3 clusters Score -244492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -244495.203125 Penalty: 779.157104
	Iteration 26Q: 3 clusters Score -244495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -244497.718750 Penalty: 779.157104
	Iteration 27Q: 3 clusters Score -244497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -244498.000000 Penalty: 779.157104
	Iteration 28Q: 3 clusters Score -244498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -244498.406250 Penalty: 779.157104
	Iteration 29Q: 3 clusters Score -244498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -244498.546875 Penalty: 779.157104
	Iteration 30Q: 3 clusters Score -244498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -244499.187500 Penalty: 779.157104
	Iteration 31Q: 3 clusters Score -244499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -244500.296875 Penalty: 779.157104
	Iteration 32Q: 3 clusters Score -244500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -244500.406250 Penalty: 779.157104
	Iteration 33Q: 3 clusters Score -244500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -244501.218750 Penalty: 779.157104
	Iteration 34Q: 3 clusters Score -244501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -244501.218750 Penalty: 779.157104
	Iteration 35F: 3 clusters Score -244501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -470680.437500 Penalty: 419.770325
	Iteration 0F: 2 clusters Score -470680.4 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 5077 members 
Entering Unmasked Estep 
Score: -463959.000000 Penalty: 839.540649
	Iteration 0F: 3 clusters Score -463959 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -466582.875000 Penalty: 839.540649
	Iteration 1F: 3 clusters Score -466582.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -466768.093750 Penalty: 839.540649
	Iteration 2Q: 3 clusters Score -466768.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -467057.906250 Penalty: 839.540649
	Iteration 3Q: 3 clusters Score -467057.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -467498.031250 Penalty: 839.540649
	Iteration 4F: 3 clusters Score -467498 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -468068.968750 Penalty: 839.540649
	Iteration 5F: 3 clusters Score -468069 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -468590.906250 Penalty: 839.540649
	Iteration 6F: 3 clusters Score -468590.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -468919.625000 Penalty: 839.540649
	Iteration 7F: 3 clusters Score -468919.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -469103.375000 Penalty: 839.540649
	Iteration 8Q: 3 clusters Score -469103.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -469255.968750 Penalty: 839.540649
	Iteration 9Q: 3 clusters Score -469256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -469402.781250 Penalty: 839.540649
	Iteration 10Q: 3 clusters Score -469402.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -469544.843750 Penalty: 839.540649
	Iteration 11Q: 3 clusters Score -469544.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -469690.156250 Penalty: 839.540649
	Iteration 12Q: 3 clusters Score -469690.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -469867.218750 Penalty: 839.540649
	Iteration 13Q: 3 clusters Score -469867.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -470025.625000 Penalty: 839.540649
	Iteration 14Q: 3 clusters Score -470025.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -470160.406250 Penalty: 839.540649
	Iteration 15Q: 3 clusters Score -470160.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -470249.000000 Penalty: 839.540649
	Iteration 16Q: 3 clusters Score -470249 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -470297.281250 Penalty: 839.540649
	Iteration 17Q: 3 clusters Score -470297.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -470321.625000 Penalty: 839.540649
	Iteration 18Q: 3 clusters Score -470321.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -470336.406250 Penalty: 839.540649
	Iteration 19Q: 3 clusters Score -470336.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -470347.031250 Penalty: 839.540649
	Iteration 20F: 3 clusters Score -470347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -470354.031250 Penalty: 839.540649
	Iteration 21Q: 3 clusters Score -470354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -470357.562500 Penalty: 839.540649
	Iteration 22Q: 3 clusters Score -470357.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -470361.906250 Penalty: 839.540649
	Iteration 23Q: 3 clusters Score -470361.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -470363.531250 Penalty: 839.540649
	Iteration 24Q: 3 clusters Score -470363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -470365.000000 Penalty: 839.540649
	Iteration 25Q: 3 clusters Score -470365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -470365.062500 Penalty: 839.540649
	Iteration 26Q: 3 clusters Score -470365.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -470367.468750 Penalty: 839.540649
	Iteration 27Q: 3 clusters Score -470367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -470367.031250 Penalty: 839.540649
	Iteration 28Q: 3 clusters Score -470367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -470366.125000 Penalty: 839.540649
	Iteration 29Q: 3 clusters Score -470366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -470366.406250 Penalty: 839.540649
	Iteration 30Q: 3 clusters Score -470366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -470366.031250 Penalty: 839.540649
	Iteration 31Q: 3 clusters Score -470366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -470367.125000 Penalty: 839.540649
	Iteration 32Q: 3 clusters Score -470367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -470367.468750 Penalty: 839.540649
	Iteration 33Q: 3 clusters Score -470367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -470366.937500 Penalty: 839.540649
	Iteration 34Q: 3 clusters Score -470366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -470366.875000 Penalty: 839.540649
	Iteration 35Q: 3 clusters Score -470366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -470366.968750 Penalty: 839.540649
	Iteration 36Q: 3 clusters Score -470367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -470367.125000 Penalty: 839.540649
	Iteration 37Q: 3 clusters Score -470367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -470366.218750 Penalty: 839.540649
	Iteration 38Q: 3 clusters Score -470366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -470366.625000 Penalty: 839.540649
	Iteration 39Q: 3 clusters Score -470366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -470367.500000 Penalty: 839.540649
	Iteration 40F: 3 clusters Score -470367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -470366.750000 Penalty: 839.540649
	Iteration 41Q: 3 clusters Score -470366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -470366.531250 Penalty: 839.540649
	Iteration 42Q: 3 clusters Score -470366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -470366.531250 Penalty: 839.540649
	Iteration 43F: 3 clusters Score -470366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (347530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347530 members 
Entering Unmasked Estep 
Score: -16560848.000000 Penalty: 580.516602
	Iteration 0F: 2 clusters Score -1.656085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 173311 members 
Entering Unmasked Estep 
Score: -16333642.000000 Penalty: 1161.033203
	Iteration 0F: 3 clusters Score -1.633364e+07 nChanged 171379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193040 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -16440986.000000 Penalty: 1161.033203
	Iteration 1F: 3 clusters Score -1.644099e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203070 members 
Mstep: Class 2 contains 144460 members 
Entering Unmasked Estep 
Score: -16448654.000000 Penalty: 1161.033203
	Iteration 2Q: 3 clusters Score -1.644865e+07 nChanged 21048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216404 members 
Mstep: Class 2 contains 131126 members 
Entering Unmasked Estep 
Score: -16462510.000000 Penalty: 1161.033203
	Iteration 3F: 3 clusters Score -1.646251e+07 nChanged 24180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230820 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -16483332.000000 Penalty: 1161.033203
	Iteration 4F: 3 clusters Score -1.648333e+07 nChanged 23803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241771 members 
Mstep: Class 2 contains 105759 members 
Entering Unmasked Estep 
Score: -16503055.000000 Penalty: 1161.033203
	Iteration 5F: 3 clusters Score -1.650306e+07 nChanged 18159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248044 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -16512333.000000 Penalty: 1161.033203
	Iteration 6F: 3 clusters Score -1.651233e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252897 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -16515164.000000 Penalty: 1161.033203
	Iteration 7Q: 3 clusters Score -1.651516e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257744 members 
Mstep: Class 2 contains 89786 members 
Entering Unmasked Estep 
Score: -16516736.000000 Penalty: 1161.033203
	Iteration 8Q: 3 clusters Score -1.651674e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262504 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -16517862.000000 Penalty: 1161.033203
	Iteration 9Q: 3 clusters Score -1.651786e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267213 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -16519021.000000 Penalty: 1161.033203
	Iteration 10Q: 3 clusters Score -1.651902e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271772 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -16520114.000000 Penalty: 1161.033203
	Iteration 11Q: 3 clusters Score -1.652011e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276122 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -16521527.000000 Penalty: 1161.033203
	Iteration 12Q: 3 clusters Score -1.652153e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280513 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -16523089.000000 Penalty: 1161.033203
	Iteration 13Q: 3 clusters Score -1.652309e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284895 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -16524718.000000 Penalty: 1161.033203
	Iteration 14Q: 3 clusters Score -1.652472e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289298 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -16527986.000000 Penalty: 1161.033203
	Iteration 15Q: 3 clusters Score -1.652799e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294343 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -16532042.000000 Penalty: 1161.033203
	Iteration 16Q: 3 clusters Score -1.653204e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300180 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -16536438.000000 Penalty: 1161.033203
	Iteration 17Q: 3 clusters Score -1.653644e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306870 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -16541799.000000 Penalty: 1161.033203
	Iteration 18Q: 3 clusters Score -1.65418e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314701 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -16546728.000000 Penalty: 1161.033203
	Iteration 19Q: 3 clusters Score -1.654673e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323110 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -16550995.000000 Penalty: 1161.033203
	Iteration 20F: 3 clusters Score -1.6551e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331277 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -16554628.000000 Penalty: 1161.033203
	Iteration 21Q: 3 clusters Score -1.655463e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337899 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -16557074.000000 Penalty: 1161.033203
	Iteration 22Q: 3 clusters Score -1.655707e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342841 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -16558993.000000 Penalty: 1161.033203
	Iteration 23Q: 3 clusters Score -1.655899e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345799 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -16559832.000000 Penalty: 1161.033203
	Iteration 24Q: 3 clusters Score -1.655983e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347041 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -16560164.000000 Penalty: 1161.033203
	Iteration 25Q: 3 clusters Score -1.656016e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347403 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16560327.000000 Penalty: 1161.033203
	Iteration 26Q: 3 clusters Score -1.656033e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347478 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16560322.000000 Penalty: 1161.033203
	Iteration 27Q: 3 clusters Score -1.656032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347491 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -16560338.000000 Penalty: 1161.033203
	Iteration 28Q: 3 clusters Score -1.656034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347495 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -16560352.000000 Penalty: 1161.033203
	Iteration 29Q: 3 clusters Score -1.656035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347493 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -16560360.000000 Penalty: 1161.033203
	Iteration 30Q: 3 clusters Score -1.656036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347493 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -16560362.000000 Penalty: 1161.033203
	Iteration 31Q: 3 clusters Score -1.656036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347493 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -16560362.000000 Penalty: 1161.033203
	Iteration 32F: 3 clusters Score -1.656036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -212473.078125 Penalty: 382.168610
	Iteration 0F: 2 clusters Score -212473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -209406.296875 Penalty: 764.337219
	Iteration 0F: 3 clusters Score -209406.3 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -210472.718750 Penalty: 764.337219
	Iteration 1F: 3 clusters Score -210472.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -210549.265625 Penalty: 764.337219
	Iteration 2F: 3 clusters Score -210549.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -210606.390625 Penalty: 764.337219
	Iteration 3Q: 3 clusters Score -210606.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -210652.859375 Penalty: 764.337219
	Iteration 4Q: 3 clusters Score -210652.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -210709.359375 Penalty: 764.337219
	Iteration 5Q: 3 clusters Score -210709.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -210789.218750 Penalty: 764.337219
	Iteration 6Q: 3 clusters Score -210789.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -210907.171875 Penalty: 764.337219
	Iteration 7Q: 3 clusters Score -210907.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -211048.609375 Penalty: 764.337219
	Iteration 8Q: 3 clusters Score -211048.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -211221.750000 Penalty: 764.337219
	Iteration 9F: 3 clusters Score -211221.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -211457.687500 Penalty: 764.337219
	Iteration 10F: 3 clusters Score -211457.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -211697.906250 Penalty: 764.337219
	Iteration 11F: 3 clusters Score -211697.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -212022.500000 Penalty: 764.337219
	Iteration 12Q: 3 clusters Score -212022.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -212392.703125 Penalty: 764.337219
	Iteration 13F: 3 clusters Score -212392.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -212620.890625 Penalty: 764.337219
	Iteration 14Q: 3 clusters Score -212620.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -212757.078125 Penalty: 764.337219
	Iteration 15Q: 3 clusters Score -212757.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -212841.500000 Penalty: 764.337219
	Iteration 16Q: 3 clusters Score -212841.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -212887.890625 Penalty: 764.337219
	Iteration 17Q: 3 clusters Score -212887.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -212918.906250 Penalty: 764.337219
	Iteration 18Q: 3 clusters Score -212918.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -212943.156250 Penalty: 764.337219
	Iteration 19Q: 3 clusters Score -212943.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -212959.453125 Penalty: 764.337219
	Iteration 20F: 3 clusters Score -212959.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -212967.812500 Penalty: 764.337219
	Iteration 21Q: 3 clusters Score -212967.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -212972.562500 Penalty: 764.337219
	Iteration 22Q: 3 clusters Score -212972.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -212976.140625 Penalty: 764.337219
	Iteration 23Q: 3 clusters Score -212976.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -212980.031250 Penalty: 764.337219
	Iteration 24Q: 3 clusters Score -212980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -212983.421875 Penalty: 764.337219
	Iteration 25Q: 3 clusters Score -212983.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -212987.312500 Penalty: 764.337219
	Iteration 26Q: 3 clusters Score -212987.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -212992.296875 Penalty: 764.337219
	Iteration 27Q: 3 clusters Score -212992.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -213002.312500 Penalty: 764.337219
	Iteration 28Q: 3 clusters Score -213002.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -213013.406250 Penalty: 764.337219
	Iteration 29Q: 3 clusters Score -213013.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -213025.593750 Penalty: 764.337219
	Iteration 30Q: 3 clusters Score -213025.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -213041.687500 Penalty: 764.337219
	Iteration 31Q: 3 clusters Score -213041.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -213063.843750 Penalty: 764.337219
	Iteration 32Q: 3 clusters Score -213063.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -213088.562500 Penalty: 764.337219
	Iteration 33Q: 3 clusters Score -213088.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -213115.906250 Penalty: 764.337219
	Iteration 34Q: 3 clusters Score -213115.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -213134.968750 Penalty: 764.337219
	Iteration 35Q: 3 clusters Score -213135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -213151.859375 Penalty: 764.337219
	Iteration 36Q: 3 clusters Score -213151.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -213168.937500 Penalty: 764.337219
	Iteration 37Q: 3 clusters Score -213168.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -213188.656250 Penalty: 764.337219
	Iteration 38Q: 3 clusters Score -213188.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -213213.875000 Penalty: 764.337219
	Iteration 39Q: 3 clusters Score -213213.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -213238.906250 Penalty: 764.337219
	Iteration 40F: 3 clusters Score -213238.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -213264.062500 Penalty: 764.337219
	Iteration 41Q: 3 clusters Score -213264.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -213278.875000 Penalty: 764.337219
	Iteration 42Q: 3 clusters Score -213278.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -213286.031250 Penalty: 764.337219
	Iteration 43Q: 3 clusters Score -213286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -213288.156250 Penalty: 764.337219
	Iteration 44Q: 3 clusters Score -213288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -213287.953125 Penalty: 764.337219
	Iteration 45Q: 3 clusters Score -213288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -213287.953125 Penalty: 764.337219
	Iteration 46F: 3 clusters Score -213288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26305 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 10155 members 
Mstep: Class 11 contains 347530 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 28319 members 
Mstep: Class 21 contains 26180 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2341 members 
Entering Unmasked Estep 
Score: -28385326.000000 Penalty: 16968.279297
Splitting cluster 12 changes total score from -28384754.000000 to -28385326.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -59079.074219 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -59079.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -58107.839844 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -58107.84 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -58482.511719 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -58482.51 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -58609.414062 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -58609.41 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -58699.230469 Penalty: 654.007996
	Iteration 3F: 3 clusters Score -58699.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -58774.656250 Penalty: 654.007996
	Iteration 4F: 3 clusters Score -58774.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -58819.351562 Penalty: 654.007996
	Iteration 5Q: 3 clusters Score -58819.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -58845.042969 Penalty: 654.007996
	Iteration 6Q: 3 clusters Score -58845.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -58864.863281 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -58864.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -58881.421875 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -58881.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -58895.890625 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -58895.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -58903.738281 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -58903.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -58912.957031 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -58912.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -58921.441406 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -58921.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -58925.515625 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -58925.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -58930.523438 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -58930.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -58933.390625 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -58933.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -58934.640625 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -58934.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -58935.070312 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -58935.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -58935.988281 Penalty: 654.007996
	Iteration 18Q: 3 clusters Score -58935.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -58936.093750 Penalty: 654.007996
	Iteration 19Q: 3 clusters Score -58936.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -58936.093750 Penalty: 654.007996
	Iteration 20F: 3 clusters Score -58936.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -7137.397949 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -7137.398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6879.751953 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -6879.752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6937.288574 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -6937.289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6955.277344 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -6955.277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6956.464844 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -6956.465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6956.464844 Penalty: 471.029633
	Iteration 4F: 3 clusters Score -6956.465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -14038.682617 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -14038.68 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 174 members 
Entering Unmasked Estep 
Score: -13648.638672 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -13648.64 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13827.855469 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -13827.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13888.388672 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -13888.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13913.077148 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -13913.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13928.882812 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -13928.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13950.392578 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -13950.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13962.933594 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -13962.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13972.231445 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -13972.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13975.053711 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -13975.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13978.997070 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -13979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13985.308594 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -13985.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14014.392578 Penalty: 533.071899
	Iteration 11Q: 3 clusters Score -14014.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14057.973633 Penalty: 533.071899
	Iteration 12Q: 3 clusters Score -14057.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14126.974609 Penalty: 533.071899
	Iteration 13Q: 3 clusters Score -14126.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14198.699219 Penalty: 533.071899
	Iteration 14Q: 3 clusters Score -14198.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14245.076172 Penalty: 533.071899
	Iteration 15Q: 3 clusters Score -14245.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14306.750000 Penalty: 533.071899
	Iteration 16Q: 3 clusters Score -14306.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14368.529297 Penalty: 533.071899
	Iteration 17Q: 3 clusters Score -14368.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14452.971680 Penalty: 533.071899
	Iteration 18Q: 3 clusters Score -14452.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14567.005859 Penalty: 533.071899
	Iteration 19F: 3 clusters Score -14567.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14668.073242 Penalty: 533.071899
	Iteration 20F: 3 clusters Score -14668.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14709.044922 Penalty: 533.071899
	Iteration 21Q: 3 clusters Score -14709.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14786.808594 Penalty: 533.071899
	Iteration 22Q: 3 clusters Score -14786.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14831.726562 Penalty: 533.071899
	Iteration 23Q: 3 clusters Score -14831.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14850.203125 Penalty: 533.071899
	Iteration 24Q: 3 clusters Score -14850.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14853.195312 Penalty: 533.071899
	Iteration 25F: 3 clusters Score -14853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14867.862305 Penalty: 533.071899
	Iteration 26Q: 3 clusters Score -14867.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14867.862305 Penalty: 533.071899
	Iteration 27F: 3 clusters Score -14867.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26305 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 10155 members 
Mstep: Class 11 contains 347530 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 191 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 28319 members 
Mstep: Class 21 contains 26180 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2341 members 
Mstep: Class 29 contains 159 members 
Entering Unmasked Estep 
Score: -28385816.000000 Penalty: 17574.289062
Splitting cluster 15 changes total score from -28384754.000000 to -28385816.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -21165.095703 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21165.1 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 237 members 
Entering Unmasked Estep 
Score: -20695.974609 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20695.97 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20813.078125 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -20813.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20870.560547 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -20870.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20894.640625 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -20894.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20925.851562 Penalty: 562.192932
	Iteration 4Q: 3 clusters Score -20925.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20939.515625 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -20939.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20950.865234 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -20950.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20956.650391 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -20956.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20963.435547 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -20963.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20972.255859 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -20972.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20978.902344 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -20978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20981.091797 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -20981.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20986.707031 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -20986.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20993.636719 Penalty: 562.192932
	Iteration 13Q: 3 clusters Score -20993.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21002.486328 Penalty: 562.192932
	Iteration 14Q: 3 clusters Score -21002.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21004.613281 Penalty: 562.192932
	Iteration 15Q: 3 clusters Score -21004.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21008.943359 Penalty: 562.192932
	Iteration 16Q: 3 clusters Score -21008.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21015.574219 Penalty: 562.192932
	Iteration 17Q: 3 clusters Score -21015.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21028.488281 Penalty: 562.192932
	Iteration 18Q: 3 clusters Score -21028.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -21032.916016 Penalty: 562.192932
	Iteration 19Q: 3 clusters Score -21032.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -21032.916016 Penalty: 562.192932
	Iteration 20F: 3 clusters Score -21032.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -123839.281250 Penalty: 357.215149
	Iteration 0F: 2 clusters Score -123839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -122034.632812 Penalty: 714.430298
	Iteration 0F: 3 clusters Score -122034.6 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -122701.429688 Penalty: 714.430298
	Iteration 1F: 3 clusters Score -122701.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -122841.429688 Penalty: 714.430298
	Iteration 2F: 3 clusters Score -122841.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -123014.242188 Penalty: 714.430298
	Iteration 3F: 3 clusters Score -123014.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -123220.554688 Penalty: 714.430298
	Iteration 4F: 3 clusters Score -123220.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -123410.007812 Penalty: 714.430298
	Iteration 5F: 3 clusters Score -123410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -123501.992188 Penalty: 714.430298
	Iteration 6Q: 3 clusters Score -123502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -123558.320312 Penalty: 714.430298
	Iteration 7Q: 3 clusters Score -123558.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -123585.304688 Penalty: 714.430298
	Iteration 8Q: 3 clusters Score -123585.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -123604.148438 Penalty: 714.430298
	Iteration 9Q: 3 clusters Score -123604.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -123619.296875 Penalty: 714.430298
	Iteration 10Q: 3 clusters Score -123619.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -123629.046875 Penalty: 714.430298
	Iteration 11Q: 3 clusters Score -123629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -123639.492188 Penalty: 714.430298
	Iteration 12Q: 3 clusters Score -123639.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -123645.765625 Penalty: 714.430298
	Iteration 13Q: 3 clusters Score -123645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -123648.007812 Penalty: 714.430298
	Iteration 14Q: 3 clusters Score -123648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -123649.664062 Penalty: 714.430298
	Iteration 15Q: 3 clusters Score -123649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -123650.757812 Penalty: 714.430298
	Iteration 16Q: 3 clusters Score -123650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -123651.773438 Penalty: 714.430298
	Iteration 17Q: 3 clusters Score -123651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -123652.453125 Penalty: 714.430298
	Iteration 18Q: 3 clusters Score -123652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -123652.515625 Penalty: 714.430298
	Iteration 19Q: 3 clusters Score -123652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -123652.507812 Penalty: 714.430298
	Iteration 20F: 3 clusters Score -123652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Entering Unmasked Estep 
Score: -1372930.625000 Penalty: 464.487000
	Iteration 0F: 2 clusters Score -1372931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1354714.000000 Penalty: 928.973999
	Iteration 0F: 3 clusters Score -1354714 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1362464.750000 Penalty: 928.973999
	Iteration 1F: 3 clusters Score -1362465 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1363160.375000 Penalty: 928.973999
	Iteration 2F: 3 clusters Score -1363160 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1364040.250000 Penalty: 928.973999
	Iteration 3F: 3 clusters Score -1364040 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1365276.250000 Penalty: 928.973999
	Iteration 4F: 3 clusters Score -1365276 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1366791.875000 Penalty: 928.973999
	Iteration 5F: 3 clusters Score -1366792 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1368374.875000 Penalty: 928.973999
	Iteration 6F: 3 clusters Score -1368375 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1369428.125000 Penalty: 928.973999
	Iteration 7F: 3 clusters Score -1369428 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1369888.125000 Penalty: 928.973999
	Iteration 8Q: 3 clusters Score -1369888 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1370066.250000 Penalty: 928.973999
	Iteration 9Q: 3 clusters Score -1370066 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1370152.875000 Penalty: 928.973999
	Iteration 10Q: 3 clusters Score -1370153 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1370226.500000 Penalty: 928.973999
	Iteration 11Q: 3 clusters Score -1370226 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1370279.625000 Penalty: 928.973999
	Iteration 12Q: 3 clusters Score -1370280 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1370338.875000 Penalty: 928.973999
	Iteration 13Q: 3 clusters Score -1370339 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1370402.500000 Penalty: 928.973999
	Iteration 14Q: 3 clusters Score -1370402 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1370455.875000 Penalty: 928.973999
	Iteration 15Q: 3 clusters Score -1370456 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1370491.625000 Penalty: 928.973999
	Iteration 16Q: 3 clusters Score -1370492 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1370533.125000 Penalty: 928.973999
	Iteration 17Q: 3 clusters Score -1370533 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1370572.625000 Penalty: 928.973999
	Iteration 18Q: 3 clusters Score -1370573 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1370618.375000 Penalty: 928.973999
	Iteration 19Q: 3 clusters Score -1370618 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1370677.125000 Penalty: 928.973999
	Iteration 20F: 3 clusters Score -1370677 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1370733.625000 Penalty: 928.973999
	Iteration 21Q: 3 clusters Score -1370734 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1370808.625000 Penalty: 928.973999
	Iteration 22Q: 3 clusters Score -1370809 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1370895.625000 Penalty: 928.973999
	Iteration 23Q: 3 clusters Score -1370896 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1370985.750000 Penalty: 928.973999
	Iteration 24Q: 3 clusters Score -1370986 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1371094.750000 Penalty: 928.973999
	Iteration 25Q: 3 clusters Score -1371095 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1371190.375000 Penalty: 928.973999
	Iteration 26Q: 3 clusters Score -1371190 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1371268.250000 Penalty: 928.973999
	Iteration 27Q: 3 clusters Score -1371268 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1371352.000000 Penalty: 928.973999
	Iteration 28Q: 3 clusters Score -1371352 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1371438.875000 Penalty: 928.973999
	Iteration 29Q: 3 clusters Score -1371439 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1371519.625000 Penalty: 928.973999
	Iteration 30Q: 3 clusters Score -1371520 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1371599.375000 Penalty: 928.973999
	Iteration 31Q: 3 clusters Score -1371599 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1371675.125000 Penalty: 928.973999
	Iteration 32Q: 3 clusters Score -1371675 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1371741.750000 Penalty: 928.973999
	Iteration 33Q: 3 clusters Score -1371742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1371808.125000 Penalty: 928.973999
	Iteration 34Q: 3 clusters Score -1371808 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1371872.750000 Penalty: 928.973999
	Iteration 35Q: 3 clusters Score -1371873 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1371938.500000 Penalty: 928.973999
	Iteration 36Q: 3 clusters Score -1371938 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1371982.125000 Penalty: 928.973999
	Iteration 37Q: 3 clusters Score -1371982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1372029.500000 Penalty: 928.973999
	Iteration 38Q: 3 clusters Score -1372030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1372077.375000 Penalty: 928.973999
	Iteration 39Q: 3 clusters Score -1372077 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1372118.875000 Penalty: 928.973999
	Iteration 40F: 3 clusters Score -1372119 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1372162.125000 Penalty: 928.973999
	Iteration 41Q: 3 clusters Score -1372162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1372199.500000 Penalty: 928.973999
	Iteration 42Q: 3 clusters Score -1372200 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1372243.375000 Penalty: 928.973999
	Iteration 43Q: 3 clusters Score -1372243 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1372289.375000 Penalty: 928.973999
	Iteration 44Q: 3 clusters Score -1372289 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1372332.625000 Penalty: 928.973999
	Iteration 45Q: 3 clusters Score -1372333 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1372367.750000 Penalty: 928.973999
	Iteration 46Q: 3 clusters Score -1372368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1372409.875000 Penalty: 928.973999
	Iteration 47Q: 3 clusters Score -1372410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1372460.375000 Penalty: 928.973999
	Iteration 48Q: 3 clusters Score -1372460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1372486.875000 Penalty: 928.973999
	Iteration 49Q: 3 clusters Score -1372487 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1372514.250000 Penalty: 928.973999
	Iteration 50Q: 3 clusters Score -1372514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1372546.000000 Penalty: 928.973999
	Iteration 51Q: 3 clusters Score -1372546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1372570.750000 Penalty: 928.973999
	Iteration 52Q: 3 clusters Score -1372571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1372581.500000 Penalty: 928.973999
	Iteration 53Q: 3 clusters Score -1372582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1372586.875000 Penalty: 928.973999
	Iteration 54Q: 3 clusters Score -1372587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1372598.000000 Penalty: 928.973999
	Iteration 55Q: 3 clusters Score -1372598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1372613.125000 Penalty: 928.973999
	Iteration 56Q: 3 clusters Score -1372613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1372621.500000 Penalty: 928.973999
	Iteration 57Q: 3 clusters Score -1372622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1372628.000000 Penalty: 928.973999
	Iteration 58Q: 3 clusters Score -1372628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1372631.000000 Penalty: 928.973999
	Iteration 59Q: 3 clusters Score -1372631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1372634.125000 Penalty: 928.973999
	Iteration 60F: 3 clusters Score -1372634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1372640.500000 Penalty: 928.973999
	Iteration 61Q: 3 clusters Score -1372640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1372642.750000 Penalty: 928.973999
	Iteration 62Q: 3 clusters Score -1372643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1372646.750000 Penalty: 928.973999
	Iteration 63Q: 3 clusters Score -1372647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1372648.125000 Penalty: 928.973999
	Iteration 64Q: 3 clusters Score -1372648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1372649.875000 Penalty: 928.973999
	Iteration 65Q: 3 clusters Score -1372650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1372652.000000 Penalty: 928.973999
	Iteration 66Q: 3 clusters Score -1372652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1372651.875000 Penalty: 928.973999
	Iteration 67Q: 3 clusters Score -1372652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1372653.250000 Penalty: 928.973999
	Iteration 68Q: 3 clusters Score -1372653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1372655.125000 Penalty: 928.973999
	Iteration 69Q: 3 clusters Score -1372655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1372656.125000 Penalty: 928.973999
	Iteration 70Q: 3 clusters Score -1372656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1372654.250000 Penalty: 928.973999
	Iteration 71Q: 3 clusters Score -1372654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1372654.250000 Penalty: 928.973999
	Iteration 72F: 3 clusters Score -1372654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -282190.312500 Penalty: 398.885132
	Iteration 0F: 2 clusters Score -282190.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -277871.718750 Penalty: 797.770264
	Iteration 0F: 3 clusters Score -277871.7 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -279599.531250 Penalty: 797.770264
	Iteration 1F: 3 clusters Score -279599.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -279812.406250 Penalty: 797.770264
	Iteration 2F: 3 clusters Score -279812.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -280020.031250 Penalty: 797.770264
	Iteration 3F: 3 clusters Score -280020 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -280209.875000 Penalty: 797.770264
	Iteration 4F: 3 clusters Score -280209.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -280385.625000 Penalty: 797.770264
	Iteration 5Q: 3 clusters Score -280385.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -280539.062500 Penalty: 797.770264
	Iteration 6Q: 3 clusters Score -280539.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -280658.031250 Penalty: 797.770264
	Iteration 7Q: 3 clusters Score -280658 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -280778.156250 Penalty: 797.770264
	Iteration 8Q: 3 clusters Score -280778.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -280904.187500 Penalty: 797.770264
	Iteration 9Q: 3 clusters Score -280904.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -281020.031250 Penalty: 797.770264
	Iteration 10Q: 3 clusters Score -281020 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -281115.437500 Penalty: 797.770264
	Iteration 11Q: 3 clusters Score -281115.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -281196.250000 Penalty: 797.770264
	Iteration 12Q: 3 clusters Score -281196.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -281269.906250 Penalty: 797.770264
	Iteration 13Q: 3 clusters Score -281269.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -281339.687500 Penalty: 797.770264
	Iteration 14Q: 3 clusters Score -281339.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -281423.593750 Penalty: 797.770264
	Iteration 15Q: 3 clusters Score -281423.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -281502.281250 Penalty: 797.770264
	Iteration 16Q: 3 clusters Score -281502.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -281564.531250 Penalty: 797.770264
	Iteration 17Q: 3 clusters Score -281564.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -281625.750000 Penalty: 797.770264
	Iteration 18Q: 3 clusters Score -281625.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -281688.625000 Penalty: 797.770264
	Iteration 19Q: 3 clusters Score -281688.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -281749.187500 Penalty: 797.770264
	Iteration 20F: 3 clusters Score -281749.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -281799.468750 Penalty: 797.770264
	Iteration 21Q: 3 clusters Score -281799.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -281834.687500 Penalty: 797.770264
	Iteration 22Q: 3 clusters Score -281834.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -281854.343750 Penalty: 797.770264
	Iteration 23Q: 3 clusters Score -281854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -281864.625000 Penalty: 797.770264
	Iteration 24Q: 3 clusters Score -281864.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -281875.750000 Penalty: 797.770264
	Iteration 25Q: 3 clusters Score -281875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -281883.437500 Penalty: 797.770264
	Iteration 26Q: 3 clusters Score -281883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -281889.062500 Penalty: 797.770264
	Iteration 27Q: 3 clusters Score -281889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -281894.718750 Penalty: 797.770264
	Iteration 28Q: 3 clusters Score -281894.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -281897.593750 Penalty: 797.770264
	Iteration 29Q: 3 clusters Score -281897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -281898.500000 Penalty: 797.770264
	Iteration 30Q: 3 clusters Score -281898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -281899.531250 Penalty: 797.770264
	Iteration 31Q: 3 clusters Score -281899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -281902.437500 Penalty: 797.770264
	Iteration 32Q: 3 clusters Score -281902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -281903.343750 Penalty: 797.770264
	Iteration 33Q: 3 clusters Score -281903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -281903.343750 Penalty: 797.770264
	Iteration 34F: 3 clusters Score -281903.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Entering Unmasked Estep 
Score: -1448291.000000 Penalty: 466.433624
	Iteration 0F: 2 clusters Score -1448291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1429465.625000 Penalty: 932.867249
	Iteration 0F: 3 clusters Score -1429466 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1438110.000000 Penalty: 932.867249
	Iteration 1F: 3 clusters Score -1438110 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1439587.375000 Penalty: 932.867249
	Iteration 2F: 3 clusters Score -1439587 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1441814.375000 Penalty: 932.867249
	Iteration 3F: 3 clusters Score -1441814 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1444255.500000 Penalty: 932.867249
	Iteration 4F: 3 clusters Score -1444256 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1445974.500000 Penalty: 932.867249
	Iteration 5F: 3 clusters Score -1445974 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1446804.625000 Penalty: 932.867249
	Iteration 6Q: 3 clusters Score -1446805 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1447082.500000 Penalty: 932.867249
	Iteration 7Q: 3 clusters Score -1447082 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1447218.750000 Penalty: 932.867249
	Iteration 8Q: 3 clusters Score -1447219 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1447315.375000 Penalty: 932.867249
	Iteration 9Q: 3 clusters Score -1447315 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1447409.750000 Penalty: 932.867249
	Iteration 10Q: 3 clusters Score -1447410 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1447490.750000 Penalty: 932.867249
	Iteration 11Q: 3 clusters Score -1447491 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1447556.750000 Penalty: 932.867249
	Iteration 12Q: 3 clusters Score -1447557 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1447623.000000 Penalty: 932.867249
	Iteration 13Q: 3 clusters Score -1447623 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1447668.125000 Penalty: 932.867249
	Iteration 14Q: 3 clusters Score -1447668 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1447709.125000 Penalty: 932.867249
	Iteration 15Q: 3 clusters Score -1447709 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1447736.750000 Penalty: 932.867249
	Iteration 16Q: 3 clusters Score -1447737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1447766.000000 Penalty: 932.867249
	Iteration 17Q: 3 clusters Score -1447766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1447790.500000 Penalty: 932.867249
	Iteration 18Q: 3 clusters Score -1447790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1447811.375000 Penalty: 932.867249
	Iteration 19Q: 3 clusters Score -1447811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1447823.000000 Penalty: 932.867249
	Iteration 20F: 3 clusters Score -1447823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1447833.375000 Penalty: 932.867249
	Iteration 21Q: 3 clusters Score -1447833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1447848.000000 Penalty: 932.867249
	Iteration 22Q: 3 clusters Score -1447848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1447850.375000 Penalty: 932.867249
	Iteration 23Q: 3 clusters Score -1447850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1447856.125000 Penalty: 932.867249
	Iteration 24Q: 3 clusters Score -1447856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1447861.875000 Penalty: 932.867249
	Iteration 25Q: 3 clusters Score -1447862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1447863.000000 Penalty: 932.867249
	Iteration 26Q: 3 clusters Score -1447863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1447866.750000 Penalty: 932.867249
	Iteration 27Q: 3 clusters Score -1447867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1447871.750000 Penalty: 932.867249
	Iteration 28Q: 3 clusters Score -1447872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1447878.750000 Penalty: 932.867249
	Iteration 29Q: 3 clusters Score -1447879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1447880.125000 Penalty: 932.867249
	Iteration 30Q: 3 clusters Score -1447880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1447887.250000 Penalty: 932.867249
	Iteration 31Q: 3 clusters Score -1447887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1447890.125000 Penalty: 932.867249
	Iteration 32Q: 3 clusters Score -1447890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1447893.375000 Penalty: 932.867249
	Iteration 33Q: 3 clusters Score -1447893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1447896.625000 Penalty: 932.867249
	Iteration 34Q: 3 clusters Score -1447897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1447899.625000 Penalty: 932.867249
	Iteration 35Q: 3 clusters Score -1447900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1447897.125000 Penalty: 932.867249
	Iteration 36Q: 3 clusters Score -1447897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1447898.625000 Penalty: 932.867249
	Iteration 37Q: 3 clusters Score -1447899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1447899.500000 Penalty: 932.867249
	Iteration 38Q: 3 clusters Score -1447900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1447902.750000 Penalty: 932.867249
	Iteration 39Q: 3 clusters Score -1447903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1447900.750000 Penalty: 932.867249
	Iteration 40F: 3 clusters Score -1447901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1447899.375000 Penalty: 932.867249
	Iteration 41Q: 3 clusters Score -1447899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1447898.750000 Penalty: 932.867249
	Iteration 42Q: 3 clusters Score -1447899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1447900.125000 Penalty: 932.867249
	Iteration 43Q: 3 clusters Score -1447900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1447900.250000 Penalty: 932.867249
	Iteration 44Q: 3 clusters Score -1447900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1447905.375000 Penalty: 932.867249
	Iteration 45Q: 3 clusters Score -1447905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1447906.875000 Penalty: 932.867249
	Iteration 46Q: 3 clusters Score -1447907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1447910.625000 Penalty: 932.867249
	Iteration 47Q: 3 clusters Score -1447911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1447913.000000 Penalty: 932.867249
	Iteration 48Q: 3 clusters Score -1447913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1447911.625000 Penalty: 932.867249
	Iteration 49Q: 3 clusters Score -1447912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1447913.000000 Penalty: 932.867249
	Iteration 50Q: 3 clusters Score -1447913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1447916.000000 Penalty: 932.867249
	Iteration 51Q: 3 clusters Score -1447916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1447916.125000 Penalty: 932.867249
	Iteration 52Q: 3 clusters Score -1447916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1447915.500000 Penalty: 932.867249
	Iteration 53Q: 3 clusters Score -1447916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1447922.250000 Penalty: 932.867249
	Iteration 54Q: 3 clusters Score -1447922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1447925.750000 Penalty: 932.867249
	Iteration 55Q: 3 clusters Score -1447926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1447928.625000 Penalty: 932.867249
	Iteration 56Q: 3 clusters Score -1447929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1447928.250000 Penalty: 932.867249
	Iteration 57Q: 3 clusters Score -1447928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1447931.875000 Penalty: 932.867249
	Iteration 58Q: 3 clusters Score -1447932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1447930.500000 Penalty: 932.867249
	Iteration 59Q: 3 clusters Score -1447930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1447934.000000 Penalty: 932.867249
	Iteration 60F: 3 clusters Score -1447934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1447938.500000 Penalty: 932.867249
	Iteration 61Q: 3 clusters Score -1447938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1447938.250000 Penalty: 932.867249
	Iteration 62Q: 3 clusters Score -1447938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1447939.875000 Penalty: 932.867249
	Iteration 63Q: 3 clusters Score -1447940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1447940.250000 Penalty: 932.867249
	Iteration 64Q: 3 clusters Score -1447940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1447942.875000 Penalty: 932.867249
	Iteration 65Q: 3 clusters Score -1447943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1447943.500000 Penalty: 932.867249
	Iteration 66Q: 3 clusters Score -1447944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1447947.375000 Penalty: 932.867249
	Iteration 67Q: 3 clusters Score -1447947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1447949.125000 Penalty: 932.867249
	Iteration 68Q: 3 clusters Score -1447949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1447955.000000 Penalty: 932.867249
	Iteration 69Q: 3 clusters Score -1447955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1447962.125000 Penalty: 932.867249
	Iteration 70Q: 3 clusters Score -1447962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1447967.625000 Penalty: 932.867249
	Iteration 71Q: 3 clusters Score -1447968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1447966.250000 Penalty: 932.867249
	Iteration 72Q: 3 clusters Score -1447966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1447970.500000 Penalty: 932.867249
	Iteration 73Q: 3 clusters Score -1447970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1447975.250000 Penalty: 932.867249
	Iteration 74Q: 3 clusters Score -1447975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1447976.625000 Penalty: 932.867249
	Iteration 75Q: 3 clusters Score -1447977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1447974.125000 Penalty: 932.867249
	Iteration 76Q: 3 clusters Score -1447974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1447976.875000 Penalty: 932.867249
	Iteration 77Q: 3 clusters Score -1447977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1447976.500000 Penalty: 932.867249
	Iteration 78Q: 3 clusters Score -1447976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1447977.750000 Penalty: 932.867249
	Iteration 79Q: 3 clusters Score -1447978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1447977.000000 Penalty: 932.867249
	Iteration 80F: 3 clusters Score -1447977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1447978.000000 Penalty: 932.867249
	Iteration 81Q: 3 clusters Score -1447978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1447978.750000 Penalty: 932.867249
	Iteration 82Q: 3 clusters Score -1447979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1447980.750000 Penalty: 932.867249
	Iteration 83Q: 3 clusters Score -1447981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1447980.000000 Penalty: 932.867249
	Iteration 84Q: 3 clusters Score -1447980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1447980.250000 Penalty: 932.867249
	Iteration 85Q: 3 clusters Score -1447980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1447978.375000 Penalty: 932.867249
	Iteration 86Q: 3 clusters Score -1447978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1447977.375000 Penalty: 932.867249
	Iteration 87Q: 3 clusters Score -1447977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1447978.875000 Penalty: 932.867249
	Iteration 88Q: 3 clusters Score -1447979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1447981.000000 Penalty: 932.867249
	Iteration 89Q: 3 clusters Score -1447981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1447982.750000 Penalty: 932.867249
	Iteration 90Q: 3 clusters Score -1447983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1447983.750000 Penalty: 932.867249
	Iteration 91Q: 3 clusters Score -1447984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1447985.250000 Penalty: 932.867249
	Iteration 92Q: 3 clusters Score -1447985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1447984.750000 Penalty: 932.867249
	Iteration 93Q: 3 clusters Score -1447985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1447984.750000 Penalty: 932.867249
	Iteration 94F: 3 clusters Score -1447985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Entering Unmasked Estep 
Score: -1230829.250000 Penalty: 462.860199
	Iteration 0F: 2 clusters Score -1230829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1213370.625000 Penalty: 925.720398
	Iteration 0F: 3 clusters Score -1213371 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1220433.750000 Penalty: 925.720398
	Iteration 1F: 3 clusters Score -1220434 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1220662.875000 Penalty: 925.720398
	Iteration 2Q: 3 clusters Score -1220663 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1221007.500000 Penalty: 925.720398
	Iteration 3Q: 3 clusters Score -1221008 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1221572.625000 Penalty: 925.720398
	Iteration 4Q: 3 clusters Score -1221573 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1222465.375000 Penalty: 925.720398
	Iteration 5F: 3 clusters Score -1222465 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1223795.000000 Penalty: 925.720398
	Iteration 6F: 3 clusters Score -1223795 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1225133.500000 Penalty: 925.720398
	Iteration 7F: 3 clusters Score -1225134 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1225844.750000 Penalty: 925.720398
	Iteration 8F: 3 clusters Score -1225845 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1226096.875000 Penalty: 925.720398
	Iteration 9Q: 3 clusters Score -1226097 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1226243.875000 Penalty: 925.720398
	Iteration 10Q: 3 clusters Score -1226244 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1226371.000000 Penalty: 925.720398
	Iteration 11Q: 3 clusters Score -1226371 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1226508.000000 Penalty: 925.720398
	Iteration 12Q: 3 clusters Score -1226508 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1226649.375000 Penalty: 925.720398
	Iteration 13Q: 3 clusters Score -1226649 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1226819.500000 Penalty: 925.720398
	Iteration 14Q: 3 clusters Score -1226820 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1226992.125000 Penalty: 925.720398
	Iteration 15Q: 3 clusters Score -1226992 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1227181.125000 Penalty: 925.720398
	Iteration 16Q: 3 clusters Score -1227181 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1227399.500000 Penalty: 925.720398
	Iteration 17Q: 3 clusters Score -1227400 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1227675.875000 Penalty: 925.720398
	Iteration 18Q: 3 clusters Score -1227676 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1227957.625000 Penalty: 925.720398
	Iteration 19Q: 3 clusters Score -1227958 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1228277.125000 Penalty: 925.720398
	Iteration 20F: 3 clusters Score -1228277 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1228576.250000 Penalty: 925.720398
	Iteration 21Q: 3 clusters Score -1228576 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1228863.000000 Penalty: 925.720398
	Iteration 22Q: 3 clusters Score -1228863 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1229144.750000 Penalty: 925.720398
	Iteration 23Q: 3 clusters Score -1229145 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1229402.875000 Penalty: 925.720398
	Iteration 24Q: 3 clusters Score -1229403 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1229628.125000 Penalty: 925.720398
	Iteration 25Q: 3 clusters Score -1229628 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1229828.250000 Penalty: 925.720398
	Iteration 26Q: 3 clusters Score -1229828 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1229984.375000 Penalty: 925.720398
	Iteration 27Q: 3 clusters Score -1229984 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1230130.000000 Penalty: 925.720398
	Iteration 28Q: 3 clusters Score -1230130 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1230248.625000 Penalty: 925.720398
	Iteration 29Q: 3 clusters Score -1230249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1230306.625000 Penalty: 925.720398
	Iteration 30Q: 3 clusters Score -1230307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1230349.750000 Penalty: 925.720398
	Iteration 31Q: 3 clusters Score -1230350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1230379.750000 Penalty: 925.720398
	Iteration 32Q: 3 clusters Score -1230380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1230386.625000 Penalty: 925.720398
	Iteration 33Q: 3 clusters Score -1230387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1230394.375000 Penalty: 925.720398
	Iteration 34Q: 3 clusters Score -1230394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1230397.750000 Penalty: 925.720398
	Iteration 35Q: 3 clusters Score -1230398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1230401.500000 Penalty: 925.720398
	Iteration 36Q: 3 clusters Score -1230402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1230408.375000 Penalty: 925.720398
	Iteration 37Q: 3 clusters Score -1230408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1230410.375000 Penalty: 925.720398
	Iteration 38Q: 3 clusters Score -1230410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1230414.750000 Penalty: 925.720398
	Iteration 39Q: 3 clusters Score -1230415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1230420.375000 Penalty: 925.720398
	Iteration 40F: 3 clusters Score -1230420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -110885.210938 Penalty: 348.919525
	Iteration 0F: 2 clusters Score -110885.2 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 1078 members 
Entering Unmasked Estep 
Score: -109332.929688 Penalty: 697.839050
	Iteration 0F: 3 clusters Score -109332.9 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -109893.867188 Penalty: 697.839050
	Iteration 1F: 3 clusters Score -109893.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -109997.960938 Penalty: 697.839050
	Iteration 2F: 3 clusters Score -109998 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -110107.671875 Penalty: 697.839050
	Iteration 3F: 3 clusters Score -110107.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -110180.843750 Penalty: 697.839050
	Iteration 4F: 3 clusters Score -110180.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -110239.039062 Penalty: 697.839050
	Iteration 5Q: 3 clusters Score -110239 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -110294.789062 Penalty: 697.839050
	Iteration 6Q: 3 clusters Score -110294.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -110361.500000 Penalty: 697.839050
	Iteration 7Q: 3 clusters Score -110361.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -110410.234375 Penalty: 697.839050
	Iteration 8Q: 3 clusters Score -110410.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -110442.218750 Penalty: 697.839050
	Iteration 9Q: 3 clusters Score -110442.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -110453.804688 Penalty: 697.839050
	Iteration 10Q: 3 clusters Score -110453.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -110459.187500 Penalty: 697.839050
	Iteration 11Q: 3 clusters Score -110459.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -110463.968750 Penalty: 697.839050
	Iteration 12Q: 3 clusters Score -110464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -110468.031250 Penalty: 697.839050
	Iteration 13Q: 3 clusters Score -110468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -110471.804688 Penalty: 697.839050
	Iteration 14Q: 3 clusters Score -110471.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -110475.429688 Penalty: 697.839050
	Iteration 15Q: 3 clusters Score -110475.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -110479.250000 Penalty: 697.839050
	Iteration 16Q: 3 clusters Score -110479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -110483.140625 Penalty: 697.839050
	Iteration 17Q: 3 clusters Score -110483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -110486.562500 Penalty: 697.839050
	Iteration 18Q: 3 clusters Score -110486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -110491.445312 Penalty: 697.839050
	Iteration 19Q: 3 clusters Score -110491.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -110495.898438 Penalty: 697.839050
	Iteration 20F: 3 clusters Score -110495.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -110498.304688 Penalty: 697.839050
	Iteration 21Q: 3 clusters Score -110498.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -110502.890625 Penalty: 697.839050
	Iteration 22Q: 3 clusters Score -110502.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -110507.437500 Penalty: 697.839050
	Iteration 23Q: 3 clusters Score -110507.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -110514.125000 Penalty: 697.839050
	Iteration 24Q: 3 clusters Score -110514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -110518.343750 Penalty: 697.839050
	Iteration 25Q: 3 clusters Score -110518.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -110524.039062 Penalty: 697.839050
	Iteration 26Q: 3 clusters Score -110524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -110529.195312 Penalty: 697.839050
	Iteration 27Q: 3 clusters Score -110529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -110532.320312 Penalty: 697.839050
	Iteration 28Q: 3 clusters Score -110532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -110535.476562 Penalty: 697.839050
	Iteration 29Q: 3 clusters Score -110535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -110538.023438 Penalty: 697.839050
	Iteration 30Q: 3 clusters Score -110538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -110538.906250 Penalty: 697.839050
	Iteration 31Q: 3 clusters Score -110538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -110539.375000 Penalty: 697.839050
	Iteration 32Q: 3 clusters Score -110539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -110539.687500 Penalty: 697.839050
	Iteration 33Q: 3 clusters Score -110539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -110539.648438 Penalty: 697.839050
	Iteration 34Q: 3 clusters Score -110539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -110539.648438 Penalty: 697.839050
	Iteration 35F: 3 clusters Score -110539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -31524.593750 Penalty: 303.114380
	Iteration 0F: 2 clusters Score -31524.59 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 387 members 
Entering Unmasked Estep 
Score: -30884.052734 Penalty: 606.228760
	Iteration 0F: 3 clusters Score -30884.05 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -31274.199219 Penalty: 606.228760
	Iteration 1F: 3 clusters Score -31274.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31514.722656 Penalty: 606.228760
	Iteration 2F: 3 clusters Score -31514.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31684.396484 Penalty: 606.228760
	Iteration 3F: 3 clusters Score -31684.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31746.583984 Penalty: 606.228760
	Iteration 4F: 3 clusters Score -31746.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31771.230469 Penalty: 606.228760
	Iteration 5Q: 3 clusters Score -31771.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31793.757812 Penalty: 606.228760
	Iteration 6Q: 3 clusters Score -31793.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31799.548828 Penalty: 606.228760
	Iteration 7Q: 3 clusters Score -31799.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31804.855469 Penalty: 606.228760
	Iteration 8Q: 3 clusters Score -31804.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31813.496094 Penalty: 606.228760
	Iteration 9Q: 3 clusters Score -31813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31816.732422 Penalty: 606.228760
	Iteration 10Q: 3 clusters Score -31816.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31820.300781 Penalty: 606.228760
	Iteration 11Q: 3 clusters Score -31820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31826.162109 Penalty: 606.228760
	Iteration 12Q: 3 clusters Score -31826.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31832.458984 Penalty: 606.228760
	Iteration 13Q: 3 clusters Score -31832.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31840.472656 Penalty: 606.228760
	Iteration 14Q: 3 clusters Score -31840.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31847.958984 Penalty: 606.228760
	Iteration 15Q: 3 clusters Score -31847.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31851.771484 Penalty: 606.228760
	Iteration 16Q: 3 clusters Score -31851.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31853.175781 Penalty: 606.228760
	Iteration 17Q: 3 clusters Score -31853.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31857.925781 Penalty: 606.228760
	Iteration 18Q: 3 clusters Score -31857.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31860.214844 Penalty: 606.228760
	Iteration 19Q: 3 clusters Score -31860.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31860.416016 Penalty: 606.228760
	Iteration 20F: 3 clusters Score -31860.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26305 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 10155 members 
Mstep: Class 11 contains 347530 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 191 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 28319 members 
Mstep: Class 21 contains 26180 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2341 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 280 members 
Entering Unmasked Estep 
Score: -28385856.000000 Penalty: 18180.298828
Splitting cluster 23 changes total score from -28384754.000000 to -28385856.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -5059.627441 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -5059.627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4845.104980 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4845.105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4962.148926 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4962.149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4991.605957 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -4991.606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5007.497559 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -5007.498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5032.762207 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -5032.762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5040.276855 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -5040.277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5040.276855 Penalty: 444.334991
	Iteration 6F: 3 clusters Score -5040.277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -10879.072266 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10879.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10537.020508 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10537.02 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10646.934570 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10646.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10681.515625 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10681.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10702.249023 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -10702.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10706.884766 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10706.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10710.586914 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10710.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10711.070312 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10711.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10713.239258 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10713.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10715.652344 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10715.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10718.469727 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10718.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10724.334961 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10724.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10729.655273 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -10729.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10736.625000 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -10736.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10744.302734 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -10744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10749.595703 Penalty: 515.644836
	Iteration 14Q: 3 clusters Score -10749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10756.934570 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -10756.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10761.219727 Penalty: 515.644836
	Iteration 16Q: 3 clusters Score -10761.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10771.161133 Penalty: 515.644836
	Iteration 17Q: 3 clusters Score -10771.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10773.583008 Penalty: 515.644836
	Iteration 18Q: 3 clusters Score -10773.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10773.583008 Penalty: 515.644836
	Iteration 19F: 3 clusters Score -10773.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -109544.289062 Penalty: 352.279297
	Iteration 0F: 2 clusters Score -109544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -107931.671875 Penalty: 704.558594
	Iteration 0F: 3 clusters Score -107931.7 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -108546.648438 Penalty: 704.558594
	Iteration 1F: 3 clusters Score -108546.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108719.132812 Penalty: 704.558594
	Iteration 2F: 3 clusters Score -108719.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -108854.648438 Penalty: 704.558594
	Iteration 3F: 3 clusters Score -108854.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108967.250000 Penalty: 704.558594
	Iteration 4F: 3 clusters Score -108967.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109040.710938 Penalty: 704.558594
	Iteration 5F: 3 clusters Score -109040.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109102.007812 Penalty: 704.558594
	Iteration 6Q: 3 clusters Score -109102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109147.828125 Penalty: 704.558594
	Iteration 7Q: 3 clusters Score -109147.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109175.695312 Penalty: 704.558594
	Iteration 8Q: 3 clusters Score -109175.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -109210.531250 Penalty: 704.558594
	Iteration 9Q: 3 clusters Score -109210.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -109225.179688 Penalty: 704.558594
	Iteration 10Q: 3 clusters Score -109225.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -109235.656250 Penalty: 704.558594
	Iteration 11Q: 3 clusters Score -109235.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -109244.195312 Penalty: 704.558594
	Iteration 12Q: 3 clusters Score -109244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -109250.812500 Penalty: 704.558594
	Iteration 13Q: 3 clusters Score -109250.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109256.218750 Penalty: 704.558594
	Iteration 14Q: 3 clusters Score -109256.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -109259.640625 Penalty: 704.558594
	Iteration 15Q: 3 clusters Score -109259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -109262.539062 Penalty: 704.558594
	Iteration 16Q: 3 clusters Score -109262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -109266.101562 Penalty: 704.558594
	Iteration 17Q: 3 clusters Score -109266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109271.531250 Penalty: 704.558594
	Iteration 18Q: 3 clusters Score -109271.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -109282.039062 Penalty: 704.558594
	Iteration 19Q: 3 clusters Score -109282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -109289.140625 Penalty: 704.558594
	Iteration 20F: 3 clusters Score -109289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -109290.460938 Penalty: 704.558594
	Iteration 21Q: 3 clusters Score -109290.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -109293.937500 Penalty: 704.558594
	Iteration 22Q: 3 clusters Score -109293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -109297.453125 Penalty: 704.558594
	Iteration 23Q: 3 clusters Score -109297.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -109303.156250 Penalty: 704.558594
	Iteration 24Q: 3 clusters Score -109303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -109305.851562 Penalty: 704.558594
	Iteration 25Q: 3 clusters Score -109305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -109307.609375 Penalty: 704.558594
	Iteration 26Q: 3 clusters Score -109307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -109309.226562 Penalty: 704.558594
	Iteration 27Q: 3 clusters Score -109309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -109310.250000 Penalty: 704.558594
	Iteration 28Q: 3 clusters Score -109310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -109312.656250 Penalty: 704.558594
	Iteration 29Q: 3 clusters Score -109312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -109314.101562 Penalty: 704.558594
	Iteration 30Q: 3 clusters Score -109314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -109315.843750 Penalty: 704.558594
	Iteration 31Q: 3 clusters Score -109315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -109318.039062 Penalty: 704.558594
	Iteration 32Q: 3 clusters Score -109318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -109319.101562 Penalty: 704.558594
	Iteration 33Q: 3 clusters Score -109319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -109319.507812 Penalty: 704.558594
	Iteration 34Q: 3 clusters Score -109319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -109319.492188 Penalty: 704.558594
	Iteration 35Q: 3 clusters Score -109319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -109319.710938 Penalty: 704.558594
	Iteration 36Q: 3 clusters Score -109319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -109320.054688 Penalty: 704.558594
	Iteration 37Q: 3 clusters Score -109320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -109320.054688 Penalty: 704.558594
	Iteration 38F: 3 clusters Score -109320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -59504.101562 Penalty: 327.072784
	Iteration 0F: 2 clusters Score -59504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -58491.203125 Penalty: 654.145569
	Iteration 0F: 3 clusters Score -58491.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -58809.507812 Penalty: 654.145569
	Iteration 1F: 3 clusters Score -58809.51 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58879.417969 Penalty: 654.145569
	Iteration 2F: 3 clusters Score -58879.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58932.472656 Penalty: 654.145569
	Iteration 3F: 3 clusters Score -58932.47 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58973.425781 Penalty: 654.145569
	Iteration 4F: 3 clusters Score -58973.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -58999.500000 Penalty: 654.145569
	Iteration 5Q: 3 clusters Score -58999.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59017.347656 Penalty: 654.145569
	Iteration 6Q: 3 clusters Score -59017.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59028.382812 Penalty: 654.145569
	Iteration 7Q: 3 clusters Score -59028.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59042.925781 Penalty: 654.145569
	Iteration 8Q: 3 clusters Score -59042.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59053.156250 Penalty: 654.145569
	Iteration 9Q: 3 clusters Score -59053.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -59065.609375 Penalty: 654.145569
	Iteration 10Q: 3 clusters Score -59065.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59081.250000 Penalty: 654.145569
	Iteration 11Q: 3 clusters Score -59081.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59085.843750 Penalty: 654.145569
	Iteration 12Q: 3 clusters Score -59085.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -59088.726562 Penalty: 654.145569
	Iteration 13Q: 3 clusters Score -59088.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59093.277344 Penalty: 654.145569
	Iteration 14Q: 3 clusters Score -59093.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59095.597656 Penalty: 654.145569
	Iteration 15Q: 3 clusters Score -59095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59097.671875 Penalty: 654.145569
	Iteration 16Q: 3 clusters Score -59097.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -59099.187500 Penalty: 654.145569
	Iteration 17Q: 3 clusters Score -59099.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59100.105469 Penalty: 654.145569
	Iteration 18Q: 3 clusters Score -59100.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -59100.984375 Penalty: 654.145569
	Iteration 19Q: 3 clusters Score -59100.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59101.289062 Penalty: 654.145569
	Iteration 20F: 3 clusters Score -59101.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59101.441406 Penalty: 654.145569
	Iteration 21Q: 3 clusters Score -59101.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59101.441406 Penalty: 654.145569
	Iteration 22F: 3 clusters Score -59101.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26305 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 10155 members 
Mstep: Class 11 contains 347530 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 191 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 28319 members 
Mstep: Class 21 contains 26180 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385928.000000 Penalty: 18180.298828
Iteration 119Q: 31 clusters Score -2.838593e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 201 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26309 members 
Mstep: Class 9 contains 5192 members 
Mstep: Class 10 contains 10137 members 
Mstep: Class 11 contains 347499 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 190 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 28319 members 
Mstep: Class 21 contains 26292 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 499 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1325 members 
Mstep: Class 28 contains 2336 members 
Mstep: Class 29 contains 160 members 
Mstep: Class 30 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385972.000000 Penalty: 18180.298828
Iteration 120F: 31 clusters Score -2.838597e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 201 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26310 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 10122 members 
Mstep: Class 11 contains 347472 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 27146 members 
Mstep: Class 19 contains 6346 members 
Mstep: Class 20 contains 28318 members 
Mstep: Class 21 contains 26393 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 495 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1327 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 174 members 
Mstep: Class 30 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28385988.000000 Penalty: 18180.298828
Iteration 121Q: 31 clusters Score -2.838599e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26311 members 
Mstep: Class 9 contains 5126 members 
Mstep: Class 10 contains 10126 members 
Mstep: Class 11 contains 347472 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 1322 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 28317 members 
Mstep: Class 21 contains 26471 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 494 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1327 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 177 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386058.000000 Penalty: 18180.298828
Iteration 122Q: 31 clusters Score -2.838606e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26311 members 
Mstep: Class 9 contains 5092 members 
Mstep: Class 10 contains 10123 members 
Mstep: Class 11 contains 347474 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 6256 members 
Mstep: Class 20 contains 28315 members 
Mstep: Class 21 contains 26548 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2339 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386076.000000 Penalty: 18180.298828
Iteration 123Q: 31 clusters Score -2.838608e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3959 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26311 members 
Mstep: Class 9 contains 5051 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 11 contains 347473 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 6213 members 
Mstep: Class 20 contains 28314 members 
Mstep: Class 21 contains 26614 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2340 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386076.000000 Penalty: 18180.298828
Iteration 124Q: 31 clusters Score -2.838608e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26310 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 10135 members 
Mstep: Class 11 contains 347478 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 27141 members 
Mstep: Class 19 contains 6165 members 
Mstep: Class 20 contains 28313 members 
Mstep: Class 21 contains 26683 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2342 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386072.000000 Penalty: 18180.298828
Iteration 125Q: 31 clusters Score -2.838607e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107927 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26310 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 10144 members 
Mstep: Class 11 contains 347479 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2458 members 
Mstep: Class 18 contains 27143 members 
Mstep: Class 19 contains 6100 members 
Mstep: Class 20 contains 28312 members 
Mstep: Class 21 contains 26758 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386070.000000 Penalty: 18180.298828
Iteration 126Q: 31 clusters Score -2.838607e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26309 members 
Mstep: Class 9 contains 4925 members 
Mstep: Class 10 contains 10145 members 
Mstep: Class 11 contains 347491 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 179 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2438 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 6024 members 
Mstep: Class 20 contains 28311 members 
Mstep: Class 21 contains 26864 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386124.000000 Penalty: 18180.298828
Iteration 127Q: 31 clusters Score -2.838612e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107925 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26308 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 10155 members 
Mstep: Class 11 contains 347502 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 180 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 27146 members 
Mstep: Class 19 contains 5961 members 
Mstep: Class 20 contains 28311 members 
Mstep: Class 21 contains 26980 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386114.000000 Penalty: 18180.298828
Iteration 128Q: 31 clusters Score -2.838611e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26311 members 
Mstep: Class 9 contains 4775 members 
Mstep: Class 10 contains 10158 members 
Mstep: Class 11 contains 347497 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 179 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 27149 members 
Mstep: Class 19 contains 5902 members 
Mstep: Class 20 contains 28311 members 
Mstep: Class 21 contains 27117 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386176.000000 Penalty: 18180.298828
Iteration 129Q: 31 clusters Score -2.838618e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26314 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 347486 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 179 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2369 members 
Mstep: Class 18 contains 27152 members 
Mstep: Class 19 contains 5833 members 
Mstep: Class 20 contains 28311 members 
Mstep: Class 21 contains 27258 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386306.000000 Penalty: 18180.298828
Iteration 130Q: 31 clusters Score -2.838631e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26314 members 
Mstep: Class 9 contains 4660 members 
Mstep: Class 10 contains 10170 members 
Mstep: Class 11 contains 347464 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 180 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 18 contains 27151 members 
Mstep: Class 19 contains 5762 members 
Mstep: Class 20 contains 28311 members 
Mstep: Class 21 contains 27409 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1327 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386336.000000 Penalty: 18180.298828
Iteration 131Q: 31 clusters Score -2.838634e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4130 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26314 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 10 contains 10175 members 
Mstep: Class 11 contains 347444 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2321 members 
Mstep: Class 18 contains 27151 members 
Mstep: Class 19 contains 5700 members 
Mstep: Class 20 contains 28310 members 
Mstep: Class 21 contains 27560 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1327 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 180 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386340.000000 Penalty: 18180.298828
Iteration 132Q: 31 clusters Score -2.838634e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26311 members 
Mstep: Class 9 contains 4560 members 
Mstep: Class 10 contains 10181 members 
Mstep: Class 11 contains 347428 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 180 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 27149 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 28310 members 
Mstep: Class 21 contains 27713 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1327 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386368.000000 Penalty: 18180.298828
Iteration 133Q: 31 clusters Score -2.838637e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26311 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 10196 members 
Mstep: Class 11 contains 347397 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2265 members 
Mstep: Class 18 contains 27148 members 
Mstep: Class 19 contains 5557 members 
Mstep: Class 20 contains 28308 members 
Mstep: Class 21 contains 27856 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386476.000000 Penalty: 18180.298828
Iteration 134Q: 31 clusters Score -2.838648e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26311 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 10203 members 
Mstep: Class 11 contains 347374 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 27148 members 
Mstep: Class 19 contains 5495 members 
Mstep: Class 20 contains 28306 members 
Mstep: Class 21 contains 27995 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386490.000000 Penalty: 18180.298828
Iteration 135Q: 31 clusters Score -2.838649e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26308 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 347348 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 27150 members 
Mstep: Class 19 contains 5435 members 
Mstep: Class 20 contains 28303 members 
Mstep: Class 21 contains 28140 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386630.000000 Penalty: 18180.298828
Iteration 136Q: 31 clusters Score -2.838663e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26308 members 
Mstep: Class 9 contains 4392 members 
Mstep: Class 10 contains 10219 members 
Mstep: Class 11 contains 347318 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 27149 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 28299 members 
Mstep: Class 21 contains 28272 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386646.000000 Penalty: 18180.298828
Iteration 137Q: 31 clusters Score -2.838665e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26306 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 10219 members 
Mstep: Class 11 contains 347299 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 27147 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 28295 members 
Mstep: Class 21 contains 28414 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386668.000000 Penalty: 18180.298828
Iteration 138Q: 31 clusters Score -2.838667e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26305 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 10231 members 
Mstep: Class 11 contains 347295 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 27146 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 28293 members 
Mstep: Class 21 contains 28538 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386690.000000 Penalty: 18180.298828
Iteration 139Q: 31 clusters Score -2.838669e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26305 members 
Mstep: Class 9 contains 4268 members 
Mstep: Class 10 contains 10240 members 
Mstep: Class 11 contains 347302 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 27143 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 28289 members 
Mstep: Class 21 contains 28652 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386662.000000 Penalty: 18180.298828
Iteration 140F: 31 clusters Score -2.838666e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107925 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26303 members 
Mstep: Class 9 contains 4230 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 347302 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 27140 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 28285 members 
Mstep: Class 21 contains 28741 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386696.000000 Penalty: 18180.298828
Iteration 141Q: 31 clusters Score -2.83867e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26302 members 
Mstep: Class 9 contains 4203 members 
Mstep: Class 10 contains 10302 members 
Mstep: Class 11 contains 347289 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 27138 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 20 contains 28281 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386652.000000 Penalty: 18180.298828
Iteration 142Q: 31 clusters Score -2.838665e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26299 members 
Mstep: Class 9 contains 4171 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 347291 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 28275 members 
Mstep: Class 21 contains 28929 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386644.000000 Penalty: 18180.298828
Iteration 143Q: 31 clusters Score -2.838664e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26295 members 
Mstep: Class 9 contains 4138 members 
Mstep: Class 10 contains 10377 members 
Mstep: Class 11 contains 347302 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 4898 members 
Mstep: Class 20 contains 28273 members 
Mstep: Class 21 contains 28997 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386658.000000 Penalty: 18180.298828
Iteration 144Q: 31 clusters Score -2.838666e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 10422 members 
Mstep: Class 11 contains 347296 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 4821 members 
Mstep: Class 20 contains 28271 members 
Mstep: Class 21 contains 29084 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386752.000000 Penalty: 18180.298828
Iteration 145Q: 31 clusters Score -2.838675e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26288 members 
Mstep: Class 9 contains 4056 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 347284 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 207 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 27130 members 
Mstep: Class 19 contains 4738 members 
Mstep: Class 20 contains 28270 members 
Mstep: Class 21 contains 29171 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386756.000000 Penalty: 18180.298828
Iteration 146Q: 31 clusters Score -2.838676e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26284 members 
Mstep: Class 9 contains 4013 members 
Mstep: Class 10 contains 10518 members 
Mstep: Class 11 contains 347285 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 217 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 4656 members 
Mstep: Class 20 contains 28269 members 
Mstep: Class 21 contains 29259 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386874.000000 Penalty: 18180.298828
Iteration 147Q: 31 clusters Score -2.838687e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26279 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 10575 members 
Mstep: Class 11 contains 347288 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 232 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 28269 members 
Mstep: Class 21 contains 29347 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386916.000000 Penalty: 18180.298828
Iteration 148Q: 31 clusters Score -2.838692e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26276 members 
Mstep: Class 9 contains 3908 members 
Mstep: Class 10 contains 10636 members 
Mstep: Class 11 contains 347252 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 27122 members 
Mstep: Class 19 contains 4474 members 
Mstep: Class 20 contains 28268 members 
Mstep: Class 21 contains 29455 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387000.000000 Penalty: 18180.298828
Iteration 149Q: 31 clusters Score -2.8387e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107927 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 3847 members 
Mstep: Class 10 contains 10700 members 
Mstep: Class 11 contains 347217 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 27121 members 
Mstep: Class 19 contains 4376 members 
Mstep: Class 20 contains 28266 members 
Mstep: Class 21 contains 29573 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387006.000000 Penalty: 18180.298828
Iteration 150Q: 31 clusters Score -2.838701e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26265 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 10741 members 
Mstep: Class 11 contains 347183 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 27123 members 
Mstep: Class 19 contains 4300 members 
Mstep: Class 20 contains 28261 members 
Mstep: Class 21 contains 29697 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387068.000000 Penalty: 18180.298828
Iteration 151Q: 31 clusters Score -2.838707e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4177 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 347142 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 278 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 27121 members 
Mstep: Class 19 contains 4230 members 
Mstep: Class 20 contains 28257 members 
Mstep: Class 21 contains 29841 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387066.000000 Penalty: 18180.298828
Iteration 152Q: 31 clusters Score -2.838707e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26253 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 10771 members 
Mstep: Class 11 contains 347099 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 282 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 27122 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 28253 members 
Mstep: Class 21 contains 29995 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387094.000000 Penalty: 18180.298828
Iteration 153Q: 31 clusters Score -2.838709e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26245 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 347085 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 290 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 27121 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 20 contains 28248 members 
Mstep: Class 21 contains 30136 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387088.000000 Penalty: 18180.298828
Iteration 154Q: 31 clusters Score -2.838709e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26239 members 
Mstep: Class 9 contains 3560 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 347057 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 27117 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 28243 members 
Mstep: Class 21 contains 30258 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387108.000000 Penalty: 18180.298828
Iteration 155Q: 31 clusters Score -2.838711e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26232 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 347022 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 27113 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 28240 members 
Mstep: Class 21 contains 30372 members 
Mstep: Class 22 contains 2137 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387144.000000 Penalty: 18180.298828
Iteration 156Q: 31 clusters Score -2.838714e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26226 members 
Mstep: Class 9 contains 3482 members 
Mstep: Class 10 contains 10768 members 
Mstep: Class 11 contains 347003 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 27111 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 28228 members 
Mstep: Class 21 contains 30452 members 
Mstep: Class 22 contains 2137 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387136.000000 Penalty: 18180.298828
Iteration 157Q: 31 clusters Score -2.838714e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26217 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 10764 members 
Mstep: Class 11 contains 346980 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 27113 members 
Mstep: Class 19 contains 4006 members 
Mstep: Class 20 contains 28213 members 
Mstep: Class 21 contains 30545 members 
Mstep: Class 22 contains 2137 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387134.000000 Penalty: 18180.298828
Iteration 158Q: 31 clusters Score -2.838713e+07 nChanged 249
Entering ConstructFrom: 
Score: -28387134.000000 Penalty: 18180.298828
Entering ConstructFrom: 
Trying to split cluster 1 (107966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Entering Unmasked Estep 
Score: -5290477.000000 Penalty: 527.325500
	Iteration 0F: 2 clusters Score -5290477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -5217474.000000 Penalty: 1054.651001
	Iteration 0F: 3 clusters Score -5217474 nChanged 52982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -5251113.000000 Penalty: 1054.651001
	Iteration 1F: 3 clusters Score -5251113 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5254121.500000 Penalty: 1054.651001
	Iteration 2F: 3 clusters Score -5254122 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -5258596.500000 Penalty: 1054.651001
	Iteration 3F: 3 clusters Score -5258596 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -5264896.500000 Penalty: 1054.651001
	Iteration 4F: 3 clusters Score -5264896 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -5272361.000000 Penalty: 1054.651001
	Iteration 5F: 3 clusters Score -5272361 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5279466.500000 Penalty: 1054.651001
	Iteration 6F: 3 clusters Score -5279466 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -5284462.000000 Penalty: 1054.651001
	Iteration 7Q: 3 clusters Score -5284462 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5287306.000000 Penalty: 1054.651001
	Iteration 8Q: 3 clusters Score -5287306 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5288709.000000 Penalty: 1054.651001
	Iteration 9Q: 3 clusters Score -5288709 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5289402.000000 Penalty: 1054.651001
	Iteration 10Q: 3 clusters Score -5289402 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107528 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5289717.500000 Penalty: 1054.651001
	Iteration 11Q: 3 clusters Score -5289718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5289853.500000 Penalty: 1054.651001
	Iteration 12Q: 3 clusters Score -5289854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5289912.000000 Penalty: 1054.651001
	Iteration 13Q: 3 clusters Score -5289912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5289944.000000 Penalty: 1054.651001
	Iteration 14Q: 3 clusters Score -5289944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5289964.000000 Penalty: 1054.651001
	Iteration 15Q: 3 clusters Score -5289964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107867 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5289976.000000 Penalty: 1054.651001
	Iteration 16Q: 3 clusters Score -5289976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5289979.500000 Penalty: 1054.651001
	Iteration 17Q: 3 clusters Score -5289980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5289994.000000 Penalty: 1054.651001
	Iteration 18Q: 3 clusters Score -5289994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5290003.500000 Penalty: 1054.651001
	Iteration 19Q: 3 clusters Score -5290004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107904 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5290010.500000 Penalty: 1054.651001
	Iteration 20F: 3 clusters Score -5290010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5290012.000000 Penalty: 1054.651001
	Iteration 21Q: 3 clusters Score -5290012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5290013.500000 Penalty: 1054.651001
	Iteration 22Q: 3 clusters Score -5290014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5290018.000000 Penalty: 1054.651001
	Iteration 23Q: 3 clusters Score -5290018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5290023.500000 Penalty: 1054.651001
	Iteration 24Q: 3 clusters Score -5290024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5290026.000000 Penalty: 1054.651001
	Iteration 25Q: 3 clusters Score -5290026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5290033.500000 Penalty: 1054.651001
	Iteration 26Q: 3 clusters Score -5290034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5290032.500000 Penalty: 1054.651001
	Iteration 27Q: 3 clusters Score -5290032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5290033.500000 Penalty: 1054.651001
	Iteration 28Q: 3 clusters Score -5290034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5290033.500000 Penalty: 1054.651001
	Iteration 29F: 3 clusters Score -5290034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9316.135742 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9316.136 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 113 members 
Entering Unmasked Estep 
Score: -8999.371094 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -8999.371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9065.755859 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9065.756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9080.458008 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9080.458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9087.685547 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9087.686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9091.841797 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9091.842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9096.484375 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9096.484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9098.233398 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9098.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9098.494141 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9098.494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9098.494141 Penalty: 497.593475
	Iteration 8F: 3 clusters Score -9098.494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -8373.165039 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -8373.165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8085.475098 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -8085.475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8136.532715 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -8136.533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8152.336914 Penalty: 483.052338
	Iteration 2Q: 3 clusters Score -8152.337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8164.791992 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -8164.792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8169.800781 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -8169.801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8178.273926 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -8178.274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8180.766602 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -8180.767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8184.479980 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -8184.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8193.271484 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -8193.271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8214.441406 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -8214.441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8235.966797 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -8235.967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8238.474609 Penalty: 483.052338
	Iteration 11Q: 3 clusters Score -8238.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8243.647461 Penalty: 483.052338
	Iteration 12Q: 3 clusters Score -8243.647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8246.915039 Penalty: 483.052338
	Iteration 13Q: 3 clusters Score -8246.915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8246.915039 Penalty: 483.052338
	Iteration 14F: 3 clusters Score -8246.915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -15124.713867 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -15124.71 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 187 members 
Entering Unmasked Estep 
Score: -14732.058594 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -14732.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -14811.645508 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -14811.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14844.277344 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -14844.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14873.659180 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -14873.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14893.957031 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -14893.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14903.623047 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -14903.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14915.938477 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -14915.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -14924.670898 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -14924.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14932.077148 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -14932.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14941.106445 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -14941.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14949.016602 Penalty: 532.288574
	Iteration 10Q: 3 clusters Score -14949.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14950.322266 Penalty: 532.288574
	Iteration 11Q: 3 clusters Score -14950.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14951.222656 Penalty: 532.288574
	Iteration 12Q: 3 clusters Score -14951.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14951.876953 Penalty: 532.288574
	Iteration 13Q: 3 clusters Score -14951.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14951.980469 Penalty: 532.288574
	Iteration 14Q: 3 clusters Score -14951.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14951.980469 Penalty: 532.288574
	Iteration 15F: 3 clusters Score -14951.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -206968.500000 Penalty: 379.976837
	Iteration 0F: 2 clusters Score -206968.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -204100.375000 Penalty: 759.953674
	Iteration 0F: 3 clusters Score -204100.4 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -205062.890625 Penalty: 759.953674
	Iteration 1F: 3 clusters Score -205062.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -205132.593750 Penalty: 759.953674
	Iteration 2F: 3 clusters Score -205132.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -205198.953125 Penalty: 759.953674
	Iteration 3Q: 3 clusters Score -205199 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -205266.093750 Penalty: 759.953674
	Iteration 4Q: 3 clusters Score -205266.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -205340.453125 Penalty: 759.953674
	Iteration 5Q: 3 clusters Score -205340.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -205425.000000 Penalty: 759.953674
	Iteration 6Q: 3 clusters Score -205425 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -205525.125000 Penalty: 759.953674
	Iteration 7Q: 3 clusters Score -205525.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -205665.218750 Penalty: 759.953674
	Iteration 8Q: 3 clusters Score -205665.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -205852.000000 Penalty: 759.953674
	Iteration 9F: 3 clusters Score -205852 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -206037.734375 Penalty: 759.953674
	Iteration 10Q: 3 clusters Score -206037.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -206160.656250 Penalty: 759.953674
	Iteration 11Q: 3 clusters Score -206160.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -206256.781250 Penalty: 759.953674
	Iteration 12Q: 3 clusters Score -206256.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -206326.562500 Penalty: 759.953674
	Iteration 13Q: 3 clusters Score -206326.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -206380.515625 Penalty: 759.953674
	Iteration 14Q: 3 clusters Score -206380.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -206428.562500 Penalty: 759.953674
	Iteration 15Q: 3 clusters Score -206428.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -206469.828125 Penalty: 759.953674
	Iteration 16Q: 3 clusters Score -206469.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -206503.859375 Penalty: 759.953674
	Iteration 17Q: 3 clusters Score -206503.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -206535.765625 Penalty: 759.953674
	Iteration 18Q: 3 clusters Score -206535.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -206562.890625 Penalty: 759.953674
	Iteration 19Q: 3 clusters Score -206562.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -206583.750000 Penalty: 759.953674
	Iteration 20F: 3 clusters Score -206583.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -206594.281250 Penalty: 759.953674
	Iteration 21Q: 3 clusters Score -206594.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -206607.796875 Penalty: 759.953674
	Iteration 22Q: 3 clusters Score -206607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -206618.093750 Penalty: 759.953674
	Iteration 23Q: 3 clusters Score -206618.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -206625.453125 Penalty: 759.953674
	Iteration 24Q: 3 clusters Score -206625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -206629.234375 Penalty: 759.953674
	Iteration 25Q: 3 clusters Score -206629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -206631.421875 Penalty: 759.953674
	Iteration 26Q: 3 clusters Score -206631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -206632.671875 Penalty: 759.953674
	Iteration 27Q: 3 clusters Score -206632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -206633.406250 Penalty: 759.953674
	Iteration 28Q: 3 clusters Score -206633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -206634.187500 Penalty: 759.953674
	Iteration 29Q: 3 clusters Score -206634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -206634.250000 Penalty: 759.953674
	Iteration 30Q: 3 clusters Score -206634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -206634.250000 Penalty: 759.953674
	Iteration 31F: 3 clusters Score -206634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -89890.039062 Penalty: 338.899170
	Iteration 0F: 2 clusters Score -89890.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -88620.546875 Penalty: 677.798340
	Iteration 0F: 3 clusters Score -88620.55 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -88996.062500 Penalty: 677.798340
	Iteration 1F: 3 clusters Score -88996.06 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -89048.023438 Penalty: 677.798340
	Iteration 2F: 3 clusters Score -89048.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -89086.226562 Penalty: 677.798340
	Iteration 3Q: 3 clusters Score -89086.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -89123.140625 Penalty: 677.798340
	Iteration 4Q: 3 clusters Score -89123.14 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -89163.296875 Penalty: 677.798340
	Iteration 5Q: 3 clusters Score -89163.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -89210.250000 Penalty: 677.798340
	Iteration 6Q: 3 clusters Score -89210.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -89271.117188 Penalty: 677.798340
	Iteration 7Q: 3 clusters Score -89271.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -89315.875000 Penalty: 677.798340
	Iteration 8Q: 3 clusters Score -89315.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -89355.921875 Penalty: 677.798340
	Iteration 9Q: 3 clusters Score -89355.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -89386.742188 Penalty: 677.798340
	Iteration 10Q: 3 clusters Score -89386.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -89414.710938 Penalty: 677.798340
	Iteration 11Q: 3 clusters Score -89414.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89436.265625 Penalty: 677.798340
	Iteration 12Q: 3 clusters Score -89436.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -89454.953125 Penalty: 677.798340
	Iteration 13Q: 3 clusters Score -89454.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89474.453125 Penalty: 677.798340
	Iteration 14Q: 3 clusters Score -89474.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89499.703125 Penalty: 677.798340
	Iteration 15Q: 3 clusters Score -89499.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89518.710938 Penalty: 677.798340
	Iteration 16Q: 3 clusters Score -89518.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -89531.546875 Penalty: 677.798340
	Iteration 17Q: 3 clusters Score -89531.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89546.492188 Penalty: 677.798340
	Iteration 18Q: 3 clusters Score -89546.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89551.718750 Penalty: 677.798340
	Iteration 19Q: 3 clusters Score -89551.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89557.085938 Penalty: 677.798340
	Iteration 20F: 3 clusters Score -89557.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89560.070312 Penalty: 677.798340
	Iteration 21Q: 3 clusters Score -89560.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89560.875000 Penalty: 677.798340
	Iteration 22Q: 3 clusters Score -89560.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89561.578125 Penalty: 677.798340
	Iteration 23Q: 3 clusters Score -89561.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89561.867188 Penalty: 677.798340
	Iteration 24Q: 3 clusters Score -89561.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89562.375000 Penalty: 677.798340
	Iteration 25Q: 3 clusters Score -89562.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -89562.570312 Penalty: 677.798340
	Iteration 26Q: 3 clusters Score -89562.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -89562.570312 Penalty: 677.798340
	Iteration 27F: 3 clusters Score -89562.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -27867.783203 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -27867.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27283.623047 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -27283.62 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27496.699219 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -27496.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27606.187500 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -27606.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27674.964844 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -27674.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27719.144531 Penalty: 594.706970
	Iteration 4F: 3 clusters Score -27719.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27739.742188 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -27739.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27758.833984 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -27758.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -27781.673828 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -27781.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27822.564453 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -27822.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27860.087891 Penalty: 594.706970
	Iteration 9Q: 3 clusters Score -27860.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -27884.773438 Penalty: 594.706970
	Iteration 10Q: 3 clusters Score -27884.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27895.828125 Penalty: 594.706970
	Iteration 11Q: 3 clusters Score -27895.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -27902.611328 Penalty: 594.706970
	Iteration 12Q: 3 clusters Score -27902.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -27905.671875 Penalty: 594.706970
	Iteration 13Q: 3 clusters Score -27905.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -27908.529297 Penalty: 594.706970
	Iteration 14Q: 3 clusters Score -27908.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -27909.164062 Penalty: 594.706970
	Iteration 15Q: 3 clusters Score -27909.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -27909.164062 Penalty: 594.706970
	Iteration 16F: 3 clusters Score -27909.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 244 members 
Mstep: Class 8 contains 26208 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 10763 members 
Mstep: Class 11 contains 346966 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 27118 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 28201 members 
Mstep: Class 21 contains 30623 members 
Mstep: Class 22 contains 2136 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 445 members 
Entering Unmasked Estep 
Score: -28386818.000000 Penalty: 18786.308594
Splitting cluster 7 changes total score from -28387134.000000 to -28386818.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (26208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Entering Unmasked Estep 
Score: -1329367.625000 Penalty: 462.908783
	Iteration 0F: 2 clusters Score -1329368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1311739.875000 Penalty: 925.817566
	Iteration 0F: 3 clusters Score -1311740 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1319216.875000 Penalty: 925.817566
	Iteration 1F: 3 clusters Score -1319217 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1319670.875000 Penalty: 925.817566
	Iteration 2Q: 3 clusters Score -1319671 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1320382.000000 Penalty: 925.817566
	Iteration 3Q: 3 clusters Score -1320382 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1321498.250000 Penalty: 925.817566
	Iteration 4F: 3 clusters Score -1321498 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1323078.500000 Penalty: 925.817566
	Iteration 5F: 3 clusters Score -1323078 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1324659.125000 Penalty: 925.817566
	Iteration 6F: 3 clusters Score -1324659 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1325674.250000 Penalty: 925.817566
	Iteration 7F: 3 clusters Score -1325674 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1326129.250000 Penalty: 925.817566
	Iteration 8Q: 3 clusters Score -1326129 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1326332.500000 Penalty: 925.817566
	Iteration 9Q: 3 clusters Score -1326332 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1326466.000000 Penalty: 925.817566
	Iteration 10Q: 3 clusters Score -1326466 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1326585.500000 Penalty: 925.817566
	Iteration 11Q: 3 clusters Score -1326586 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1326697.625000 Penalty: 925.817566
	Iteration 12Q: 3 clusters Score -1326698 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1326786.250000 Penalty: 925.817566
	Iteration 13Q: 3 clusters Score -1326786 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1326853.875000 Penalty: 925.817566
	Iteration 14Q: 3 clusters Score -1326854 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1326907.875000 Penalty: 925.817566
	Iteration 15Q: 3 clusters Score -1326908 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1326960.250000 Penalty: 925.817566
	Iteration 16Q: 3 clusters Score -1326960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1327000.500000 Penalty: 925.817566
	Iteration 17Q: 3 clusters Score -1327000 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1327032.250000 Penalty: 925.817566
	Iteration 18Q: 3 clusters Score -1327032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1327071.500000 Penalty: 925.817566
	Iteration 19Q: 3 clusters Score -1327072 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1327122.750000 Penalty: 925.817566
	Iteration 20F: 3 clusters Score -1327123 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1327157.625000 Penalty: 925.817566
	Iteration 21Q: 3 clusters Score -1327158 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1327208.500000 Penalty: 925.817566
	Iteration 22Q: 3 clusters Score -1327208 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1327258.375000 Penalty: 925.817566
	Iteration 23Q: 3 clusters Score -1327258 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1327307.250000 Penalty: 925.817566
	Iteration 24Q: 3 clusters Score -1327307 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1327357.750000 Penalty: 925.817566
	Iteration 25Q: 3 clusters Score -1327358 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1327427.625000 Penalty: 925.817566
	Iteration 26Q: 3 clusters Score -1327428 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1327491.625000 Penalty: 925.817566
	Iteration 27Q: 3 clusters Score -1327492 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1327562.625000 Penalty: 925.817566
	Iteration 28Q: 3 clusters Score -1327563 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1327620.375000 Penalty: 925.817566
	Iteration 29Q: 3 clusters Score -1327620 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -1327667.875000 Penalty: 925.817566
	Iteration 30Q: 3 clusters Score -1327668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1327731.500000 Penalty: 925.817566
	Iteration 31Q: 3 clusters Score -1327732 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1327802.625000 Penalty: 925.817566
	Iteration 32Q: 3 clusters Score -1327803 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1327864.250000 Penalty: 925.817566
	Iteration 33Q: 3 clusters Score -1327864 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1327919.375000 Penalty: 925.817566
	Iteration 34Q: 3 clusters Score -1327919 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1327975.875000 Penalty: 925.817566
	Iteration 35Q: 3 clusters Score -1327976 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -1328045.875000 Penalty: 925.817566
	Iteration 36Q: 3 clusters Score -1328046 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -1328114.875000 Penalty: 925.817566
	Iteration 37Q: 3 clusters Score -1328115 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -1328185.625000 Penalty: 925.817566
	Iteration 38Q: 3 clusters Score -1328186 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -1328245.625000 Penalty: 925.817566
	Iteration 39Q: 3 clusters Score -1328246 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -1328298.125000 Penalty: 925.817566
	Iteration 40F: 3 clusters Score -1328298 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -1328354.625000 Penalty: 925.817566
	Iteration 41Q: 3 clusters Score -1328355 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1328409.375000 Penalty: 925.817566
	Iteration 42Q: 3 clusters Score -1328409 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1328461.875000 Penalty: 925.817566
	Iteration 43Q: 3 clusters Score -1328462 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -1328516.500000 Penalty: 925.817566
	Iteration 44Q: 3 clusters Score -1328516 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -1328568.125000 Penalty: 925.817566
	Iteration 45Q: 3 clusters Score -1328568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -1328625.500000 Penalty: 925.817566
	Iteration 46Q: 3 clusters Score -1328626 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -1328686.000000 Penalty: 925.817566
	Iteration 47Q: 3 clusters Score -1328686 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -1328751.875000 Penalty: 925.817566
	Iteration 48Q: 3 clusters Score -1328752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -1328809.000000 Penalty: 925.817566
	Iteration 49Q: 3 clusters Score -1328809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -1328867.375000 Penalty: 925.817566
	Iteration 50Q: 3 clusters Score -1328867 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -1328916.750000 Penalty: 925.817566
	Iteration 51Q: 3 clusters Score -1328917 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -1328948.625000 Penalty: 925.817566
	Iteration 52Q: 3 clusters Score -1328949 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -1328980.250000 Penalty: 925.817566
	Iteration 53Q: 3 clusters Score -1328980 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -1329003.500000 Penalty: 925.817566
	Iteration 54Q: 3 clusters Score -1329004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -1329025.125000 Penalty: 925.817566
	Iteration 55Q: 3 clusters Score -1329025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -1329033.250000 Penalty: 925.817566
	Iteration 56Q: 3 clusters Score -1329033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -1329050.750000 Penalty: 925.817566
	Iteration 57Q: 3 clusters Score -1329051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -1329059.625000 Penalty: 925.817566
	Iteration 58Q: 3 clusters Score -1329060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -1329080.375000 Penalty: 925.817566
	Iteration 59Q: 3 clusters Score -1329080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -1329091.750000 Penalty: 925.817566
	Iteration 60F: 3 clusters Score -1329092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -1329099.250000 Penalty: 925.817566
	Iteration 61Q: 3 clusters Score -1329099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -1329104.750000 Penalty: 925.817566
	Iteration 62Q: 3 clusters Score -1329105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -1329107.875000 Penalty: 925.817566
	Iteration 63Q: 3 clusters Score -1329108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -1329116.500000 Penalty: 925.817566
	Iteration 64Q: 3 clusters Score -1329116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -1329122.000000 Penalty: 925.817566
	Iteration 65Q: 3 clusters Score -1329122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -1329130.750000 Penalty: 925.817566
	Iteration 66Q: 3 clusters Score -1329131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -1329136.000000 Penalty: 925.817566
	Iteration 67Q: 3 clusters Score -1329136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -1329136.750000 Penalty: 925.817566
	Iteration 68Q: 3 clusters Score -1329137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -1329139.750000 Penalty: 925.817566
	Iteration 69Q: 3 clusters Score -1329140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -1329145.625000 Penalty: 925.817566
	Iteration 70Q: 3 clusters Score -1329146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1329150.250000 Penalty: 925.817566
	Iteration 71Q: 3 clusters Score -1329150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -1329149.750000 Penalty: 925.817566
	Iteration 72Q: 3 clusters Score -1329150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -1329152.750000 Penalty: 925.817566
	Iteration 73Q: 3 clusters Score -1329153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -1329155.625000 Penalty: 925.817566
	Iteration 74Q: 3 clusters Score -1329156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -1329159.625000 Penalty: 925.817566
	Iteration 75Q: 3 clusters Score -1329160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -1329164.500000 Penalty: 925.817566
	Iteration 76Q: 3 clusters Score -1329164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -1329166.125000 Penalty: 925.817566
	Iteration 77Q: 3 clusters Score -1329166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -1329166.625000 Penalty: 925.817566
	Iteration 78Q: 3 clusters Score -1329167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1329169.125000 Penalty: 925.817566
	Iteration 79Q: 3 clusters Score -1329169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1329173.500000 Penalty: 925.817566
	Iteration 80F: 3 clusters Score -1329174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -1329174.500000 Penalty: 925.817566
	Iteration 81Q: 3 clusters Score -1329174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -1329178.750000 Penalty: 925.817566
	Iteration 82Q: 3 clusters Score -1329179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -1329181.875000 Penalty: 925.817566
	Iteration 83Q: 3 clusters Score -1329182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -1329185.250000 Penalty: 925.817566
	Iteration 84Q: 3 clusters Score -1329185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -1329188.500000 Penalty: 925.817566
	Iteration 85Q: 3 clusters Score -1329188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -1329199.625000 Penalty: 925.817566
	Iteration 86Q: 3 clusters Score -1329200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -1329205.750000 Penalty: 925.817566
	Iteration 87Q: 3 clusters Score -1329206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -1329209.250000 Penalty: 925.817566
	Iteration 88Q: 3 clusters Score -1329209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -1329213.625000 Penalty: 925.817566
	Iteration 89Q: 3 clusters Score -1329214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -1329215.750000 Penalty: 925.817566
	Iteration 90Q: 3 clusters Score -1329216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -1329216.875000 Penalty: 925.817566
	Iteration 91Q: 3 clusters Score -1329217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -1329217.875000 Penalty: 925.817566
	Iteration 92Q: 3 clusters Score -1329218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -1329217.625000 Penalty: 925.817566
	Iteration 93Q: 3 clusters Score -1329218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -1329219.375000 Penalty: 925.817566
	Iteration 94Q: 3 clusters Score -1329219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -1329218.750000 Penalty: 925.817566
	Iteration 95Q: 3 clusters Score -1329219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -1329220.375000 Penalty: 925.817566
	Iteration 96Q: 3 clusters Score -1329220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1329218.250000 Penalty: 925.817566
	Iteration 97Q: 3 clusters Score -1329218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -1329217.500000 Penalty: 925.817566
	Iteration 98Q: 3 clusters Score -1329218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -1329218.750000 Penalty: 925.817566
	Iteration 99Q: 3 clusters Score -1329219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -1329218.500000 Penalty: 925.817566
	Iteration 100F: 3 clusters Score -1329218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -1329219.250000 Penalty: 925.817566
	Iteration 101Q: 3 clusters Score -1329219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -1329219.750000 Penalty: 925.817566
	Iteration 102Q: 3 clusters Score -1329220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -1329220.000000 Penalty: 925.817566
	Iteration 103Q: 3 clusters Score -1329220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -1329222.000000 Penalty: 925.817566
	Iteration 104Q: 3 clusters Score -1329222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -1329222.125000 Penalty: 925.817566
	Iteration 105Q: 3 clusters Score -1329222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -1329220.125000 Penalty: 925.817566
	Iteration 106Q: 3 clusters Score -1329220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -1329223.500000 Penalty: 925.817566
	Iteration 107Q: 3 clusters Score -1329224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -1329222.625000 Penalty: 925.817566
	Iteration 108Q: 3 clusters Score -1329223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -1329221.750000 Penalty: 925.817566
	Iteration 109Q: 3 clusters Score -1329222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -1329223.500000 Penalty: 925.817566
	Iteration 110Q: 3 clusters Score -1329224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -1329224.875000 Penalty: 925.817566
	Iteration 111Q: 3 clusters Score -1329225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -1329224.250000 Penalty: 925.817566
	Iteration 112Q: 3 clusters Score -1329224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -1329224.250000 Penalty: 925.817566
	Iteration 113F: 3 clusters Score -1329224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -157514.109375 Penalty: 370.104919
	Iteration 0F: 2 clusters Score -157514.1 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 1708 members 
Entering Unmasked Estep 
Score: -155196.375000 Penalty: 740.209839
	Iteration 0F: 3 clusters Score -155196.4 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -155997.375000 Penalty: 740.209839
	Iteration 1F: 3 clusters Score -155997.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -156141.640625 Penalty: 740.209839
	Iteration 2F: 3 clusters Score -156141.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -156323.328125 Penalty: 740.209839
	Iteration 3F: 3 clusters Score -156323.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -156578.640625 Penalty: 740.209839
	Iteration 4F: 3 clusters Score -156578.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -156852.500000 Penalty: 740.209839
	Iteration 5F: 3 clusters Score -156852.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -157037.187500 Penalty: 740.209839
	Iteration 6F: 3 clusters Score -157037.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -157139.312500 Penalty: 740.209839
	Iteration 7F: 3 clusters Score -157139.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -157190.828125 Penalty: 740.209839
	Iteration 8Q: 3 clusters Score -157190.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -157214.625000 Penalty: 740.209839
	Iteration 9Q: 3 clusters Score -157214.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -157229.328125 Penalty: 740.209839
	Iteration 10Q: 3 clusters Score -157229.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -157243.140625 Penalty: 740.209839
	Iteration 11Q: 3 clusters Score -157243.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -157255.046875 Penalty: 740.209839
	Iteration 12Q: 3 clusters Score -157255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -157262.093750 Penalty: 740.209839
	Iteration 13Q: 3 clusters Score -157262.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -157266.656250 Penalty: 740.209839
	Iteration 14Q: 3 clusters Score -157266.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -157269.000000 Penalty: 740.209839
	Iteration 15Q: 3 clusters Score -157269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -157270.031250 Penalty: 740.209839
	Iteration 16Q: 3 clusters Score -157270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -157271.109375 Penalty: 740.209839
	Iteration 17Q: 3 clusters Score -157271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -157271.984375 Penalty: 740.209839
	Iteration 18Q: 3 clusters Score -157272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -157271.937500 Penalty: 740.209839
	Iteration 19Q: 3 clusters Score -157271.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -157272.296875 Penalty: 740.209839
	Iteration 20F: 3 clusters Score -157272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -157272.265625 Penalty: 740.209839
	Iteration 21Q: 3 clusters Score -157272.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -157272.265625 Penalty: 740.209839
	Iteration 22F: 3 clusters Score -157272.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Entering Unmasked Estep 
Score: -493933.000000 Penalty: 422.416077
	Iteration 0F: 2 clusters Score -493933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -486775.187500 Penalty: 844.832153
	Iteration 0F: 3 clusters Score -486775.2 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -489594.312500 Penalty: 844.832153
	Iteration 1F: 3 clusters Score -489594.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -489746.093750 Penalty: 844.832153
	Iteration 2Q: 3 clusters Score -489746.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -489944.437500 Penalty: 844.832153
	Iteration 3Q: 3 clusters Score -489944.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -490235.906250 Penalty: 844.832153
	Iteration 4Q: 3 clusters Score -490235.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -490739.281250 Penalty: 844.832153
	Iteration 5F: 3 clusters Score -490739.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -491350.500000 Penalty: 844.832153
	Iteration 6F: 3 clusters Score -491350.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -491931.343750 Penalty: 844.832153
	Iteration 7F: 3 clusters Score -491931.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -492320.968750 Penalty: 844.832153
	Iteration 8Q: 3 clusters Score -492321 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -492572.093750 Penalty: 844.832153
	Iteration 9Q: 3 clusters Score -492572.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -492766.406250 Penalty: 844.832153
	Iteration 10Q: 3 clusters Score -492766.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -492906.781250 Penalty: 844.832153
	Iteration 11Q: 3 clusters Score -492906.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -493032.718750 Penalty: 844.832153
	Iteration 12Q: 3 clusters Score -493032.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -493134.187500 Penalty: 844.832153
	Iteration 13Q: 3 clusters Score -493134.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -493232.093750 Penalty: 844.832153
	Iteration 14Q: 3 clusters Score -493232.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -493296.000000 Penalty: 844.832153
	Iteration 15Q: 3 clusters Score -493296 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -493349.906250 Penalty: 844.832153
	Iteration 16Q: 3 clusters Score -493349.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -493391.531250 Penalty: 844.832153
	Iteration 17Q: 3 clusters Score -493391.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -493428.250000 Penalty: 844.832153
	Iteration 18Q: 3 clusters Score -493428.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -493455.375000 Penalty: 844.832153
	Iteration 19Q: 3 clusters Score -493455.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -493482.750000 Penalty: 844.832153
	Iteration 20F: 3 clusters Score -493482.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -493502.343750 Penalty: 844.832153
	Iteration 21Q: 3 clusters Score -493502.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -493511.000000 Penalty: 844.832153
	Iteration 22Q: 3 clusters Score -493511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -493519.531250 Penalty: 844.832153
	Iteration 23Q: 3 clusters Score -493519.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -493526.000000 Penalty: 844.832153
	Iteration 24Q: 3 clusters Score -493526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -493537.687500 Penalty: 844.832153
	Iteration 25Q: 3 clusters Score -493537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -493549.625000 Penalty: 844.832153
	Iteration 26Q: 3 clusters Score -493549.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -493557.843750 Penalty: 844.832153
	Iteration 27Q: 3 clusters Score -493557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -493566.937500 Penalty: 844.832153
	Iteration 28Q: 3 clusters Score -493566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -493571.781250 Penalty: 844.832153
	Iteration 29Q: 3 clusters Score -493571.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -493577.187500 Penalty: 844.832153
	Iteration 30Q: 3 clusters Score -493577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -493583.781250 Penalty: 844.832153
	Iteration 31Q: 3 clusters Score -493583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -493587.781250 Penalty: 844.832153
	Iteration 32Q: 3 clusters Score -493587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -493590.687500 Penalty: 844.832153
	Iteration 33Q: 3 clusters Score -493590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -493594.250000 Penalty: 844.832153
	Iteration 34Q: 3 clusters Score -493594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -493594.750000 Penalty: 844.832153
	Iteration 35Q: 3 clusters Score -493594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -493594.593750 Penalty: 844.832153
	Iteration 36Q: 3 clusters Score -493594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -493594.593750 Penalty: 844.832153
	Iteration 37F: 3 clusters Score -493594.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (346966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346966 members 
Entering Unmasked Estep 
Score: -16536882.000000 Penalty: 580.442688
	Iteration 0F: 2 clusters Score -1.653688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 173815 members 
Entering Unmasked Estep 
Score: -16309433.000000 Penalty: 1160.885376
	Iteration 0F: 3 clusters Score -1.630943e+07 nChanged 171440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171831 members 
Mstep: Class 2 contains 175135 members 
Entering Unmasked Estep 
Score: -16416496.000000 Penalty: 1160.885376
	Iteration 1F: 3 clusters Score -1.64165e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 179518 members 
Entering Unmasked Estep 
Score: -16419107.000000 Penalty: 1160.885376
	Iteration 2Q: 3 clusters Score -1.641911e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 187204 members 
Entering Unmasked Estep 
Score: -16422595.000000 Penalty: 1160.885376
	Iteration 3Q: 3 clusters Score -1.64226e+07 nChanged 14362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147664 members 
Mstep: Class 2 contains 199302 members 
Entering Unmasked Estep 
Score: -16428016.000000 Penalty: 1160.885376
	Iteration 4Q: 3 clusters Score -1.642802e+07 nChanged 18780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129652 members 
Mstep: Class 2 contains 217314 members 
Entering Unmasked Estep 
Score: -16437841.000000 Penalty: 1160.885376
	Iteration 5F: 3 clusters Score -1.643784e+07 nChanged 25029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 242179 members 
Entering Unmasked Estep 
Score: -16454517.000000 Penalty: 1160.885376
	Iteration 6F: 3 clusters Score -1.645452e+07 nChanged 30602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 272761 members 
Entering Unmasked Estep 
Score: -16477847.000000 Penalty: 1160.885376
	Iteration 7F: 3 clusters Score -1.647785e+07 nChanged 31231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 303992 members 
Entering Unmasked Estep 
Score: -16506796.000000 Penalty: 1160.885376
	Iteration 8F: 3 clusters Score -1.65068e+07 nChanged 23066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 327058 members 
Entering Unmasked Estep 
Score: -16523966.000000 Penalty: 1160.885376
	Iteration 9F: 3 clusters Score -1.652397e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 339113 members 
Entering Unmasked Estep 
Score: -16531480.000000 Penalty: 1160.885376
	Iteration 10Q: 3 clusters Score -1.653148e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 344190 members 
Entering Unmasked Estep 
Score: -16534691.000000 Penalty: 1160.885376
	Iteration 11Q: 3 clusters Score -1.653469e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 346010 members 
Entering Unmasked Estep 
Score: -16535794.000000 Penalty: 1160.885376
	Iteration 12Q: 3 clusters Score -1.653579e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 346607 members 
Entering Unmasked Estep 
Score: -16536133.000000 Penalty: 1160.885376
	Iteration 13Q: 3 clusters Score -1.653613e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 346803 members 
Entering Unmasked Estep 
Score: -16536262.000000 Penalty: 1160.885376
	Iteration 14Q: 3 clusters Score -1.653626e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 346863 members 
Entering Unmasked Estep 
Score: -16536334.000000 Penalty: 1160.885376
	Iteration 15Q: 3 clusters Score -1.653633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 346886 members 
Entering Unmasked Estep 
Score: -16536352.000000 Penalty: 1160.885376
	Iteration 16Q: 3 clusters Score -1.653635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 346895 members 
Entering Unmasked Estep 
Score: -16536353.000000 Penalty: 1160.885376
	Iteration 17Q: 3 clusters Score -1.653635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 346898 members 
Entering Unmasked Estep 
Score: -16536356.000000 Penalty: 1160.885376
	Iteration 18Q: 3 clusters Score -1.653636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 346897 members 
Entering Unmasked Estep 
Score: -16536364.000000 Penalty: 1160.885376
	Iteration 19Q: 3 clusters Score -1.653636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 346900 members 
Entering Unmasked Estep 
Score: -16536373.000000 Penalty: 1160.885376
	Iteration 20F: 3 clusters Score -1.653637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -101760.656250 Penalty: 347.625610
	Iteration 0F: 2 clusters Score -101760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100267.335938 Penalty: 695.251221
	Iteration 0F: 3 clusters Score -100267.3 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -100732.781250 Penalty: 695.251221
	Iteration 1F: 3 clusters Score -100732.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -100823.898438 Penalty: 695.251221
	Iteration 2F: 3 clusters Score -100823.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -100882.421875 Penalty: 695.251221
	Iteration 3F: 3 clusters Score -100882.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -100948.445312 Penalty: 695.251221
	Iteration 4F: 3 clusters Score -100948.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -101041.328125 Penalty: 695.251221
	Iteration 5F: 3 clusters Score -101041.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -101146.945312 Penalty: 695.251221
	Iteration 6F: 3 clusters Score -101146.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -101249.851562 Penalty: 695.251221
	Iteration 7F: 3 clusters Score -101249.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -101343.210938 Penalty: 695.251221
	Iteration 8F: 3 clusters Score -101343.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -101425.500000 Penalty: 695.251221
	Iteration 9Q: 3 clusters Score -101425.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -101479.132812 Penalty: 695.251221
	Iteration 10Q: 3 clusters Score -101479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -101493.648438 Penalty: 695.251221
	Iteration 11Q: 3 clusters Score -101493.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -101507.171875 Penalty: 695.251221
	Iteration 12Q: 3 clusters Score -101507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -101521.703125 Penalty: 695.251221
	Iteration 13Q: 3 clusters Score -101521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -101529.546875 Penalty: 695.251221
	Iteration 14Q: 3 clusters Score -101529.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -101533.039062 Penalty: 695.251221
	Iteration 15Q: 3 clusters Score -101533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -101535.609375 Penalty: 695.251221
	Iteration 16Q: 3 clusters Score -101535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -101541.640625 Penalty: 695.251221
	Iteration 17Q: 3 clusters Score -101541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -101542.085938 Penalty: 695.251221
	Iteration 18Q: 3 clusters Score -101542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -101542.085938 Penalty: 695.251221
	Iteration 19F: 3 clusters Score -101542.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -59247.906250 Penalty: 327.107147
	Iteration 0F: 2 clusters Score -59247.91 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 667 members 
Entering Unmasked Estep 
Score: -58253.226562 Penalty: 654.214294
	Iteration 0F: 3 clusters Score -58253.23 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -58589.062500 Penalty: 654.214294
	Iteration 1F: 3 clusters Score -58589.06 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -58704.867188 Penalty: 654.214294
	Iteration 2F: 3 clusters Score -58704.87 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -58763.160156 Penalty: 654.214294
	Iteration 3F: 3 clusters Score -58763.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -58809.531250 Penalty: 654.214294
	Iteration 4Q: 3 clusters Score -58809.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -58853.949219 Penalty: 654.214294
	Iteration 5Q: 3 clusters Score -58853.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -58913.167969 Penalty: 654.214294
	Iteration 6Q: 3 clusters Score -58913.17 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -58965.851562 Penalty: 654.214294
	Iteration 7Q: 3 clusters Score -58965.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -59008.343750 Penalty: 654.214294
	Iteration 8Q: 3 clusters Score -59008.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -59046.105469 Penalty: 654.214294
	Iteration 9Q: 3 clusters Score -59046.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -59075.464844 Penalty: 654.214294
	Iteration 10Q: 3 clusters Score -59075.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -59097.671875 Penalty: 654.214294
	Iteration 11Q: 3 clusters Score -59097.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -59110.023438 Penalty: 654.214294
	Iteration 12Q: 3 clusters Score -59110.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -59122.878906 Penalty: 654.214294
	Iteration 13Q: 3 clusters Score -59122.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -59133.753906 Penalty: 654.214294
	Iteration 14Q: 3 clusters Score -59133.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -59137.828125 Penalty: 654.214294
	Iteration 15Q: 3 clusters Score -59137.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -59144.097656 Penalty: 654.214294
	Iteration 16Q: 3 clusters Score -59144.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -59152.519531 Penalty: 654.214294
	Iteration 17Q: 3 clusters Score -59152.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -59161.089844 Penalty: 654.214294
	Iteration 18Q: 3 clusters Score -59161.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -59163.953125 Penalty: 654.214294
	Iteration 19Q: 3 clusters Score -59163.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -59186.402344 Penalty: 654.214294
	Iteration 20F: 3 clusters Score -59186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -59192.046875 Penalty: 654.214294
	Iteration 21Q: 3 clusters Score -59192.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -59193.695312 Penalty: 654.214294
	Iteration 22Q: 3 clusters Score -59193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -59194.269531 Penalty: 654.214294
	Iteration 23Q: 3 clusters Score -59194.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -59195.136719 Penalty: 654.214294
	Iteration 24Q: 3 clusters Score -59195.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -59196.386719 Penalty: 654.214294
	Iteration 25Q: 3 clusters Score -59196.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -59197.031250 Penalty: 654.214294
	Iteration 26Q: 3 clusters Score -59197.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -59198.351562 Penalty: 654.214294
	Iteration 27Q: 3 clusters Score -59198.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -59199.980469 Penalty: 654.214294
	Iteration 28Q: 3 clusters Score -59199.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -59201.097656 Penalty: 654.214294
	Iteration 29Q: 3 clusters Score -59201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -59201.097656 Penalty: 654.214294
	Iteration 30F: 3 clusters Score -59201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -13601.752930 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -13601.75 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 158 members 
Entering Unmasked Estep 
Score: -13239.447266 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -13239.45 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13356.512695 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -13356.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13396.681641 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -13396.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13412.956055 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -13412.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13420.980469 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -13420.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13433.930664 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -13433.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13437.915039 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -13437.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13442.442383 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -13442.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13444.771484 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -13444.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13453.341797 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -13453.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13457.558594 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -13457.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13457.865234 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -13457.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13458.206055 Penalty: 526.607666
	Iteration 12Q: 3 clusters Score -13458.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13458.459961 Penalty: 526.607666
	Iteration 13Q: 3 clusters Score -13458.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13458.796875 Penalty: 526.607666
	Iteration 14Q: 3 clusters Score -13458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13458.796875 Penalty: 526.607666
	Iteration 15F: 3 clusters Score -13458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -8643.430664 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -8643.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8349.184570 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8349.185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8399.310547 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8399.311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8417.952148 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -8417.952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8429.492188 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -8429.492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8440.109375 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -8440.109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8448.088867 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -8448.089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8468.467773 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -8468.468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8476.569336 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -8476.569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8477.708984 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -8477.709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8478.606445 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -8478.606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8479.188477 Penalty: 476.030884
	Iteration 10Q: 3 clusters Score -8479.188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8479.441406 Penalty: 476.030884
	Iteration 11Q: 3 clusters Score -8479.441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8479.441406 Penalty: 476.030884
	Iteration 12F: 3 clusters Score -8479.441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -21165.095703 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -21165.1 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 232 members 
Entering Unmasked Estep 
Score: -20698.798828 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20698.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20844.904297 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -20844.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20885.062500 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -20885.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20904.107422 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -20904.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20910.710938 Penalty: 562.192932
	Iteration 4Q: 3 clusters Score -20910.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20916.845703 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -20916.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20923.173828 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -20923.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20930.400391 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -20930.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20940.177734 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -20940.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20944.566406 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -20944.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20947.568359 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -20947.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20977.367188 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -20977.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20989.593750 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -20989.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21006.201172 Penalty: 562.192932
	Iteration 13Q: 3 clusters Score -21006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21012.042969 Penalty: 562.192932
	Iteration 14Q: 3 clusters Score -21012.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21013.644531 Penalty: 562.192932
	Iteration 15Q: 3 clusters Score -21013.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21014.564453 Penalty: 562.192932
	Iteration 16Q: 3 clusters Score -21014.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21015.062500 Penalty: 562.192932
	Iteration 17Q: 3 clusters Score -21015.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21016.550781 Penalty: 562.192932
	Iteration 18Q: 3 clusters Score -21016.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21016.550781 Penalty: 562.192932
	Iteration 19F: 3 clusters Score -21016.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -96731.046875 Penalty: 345.772766
	Iteration 0F: 2 clusters Score -96731.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -95267.945312 Penalty: 691.545532
	Iteration 0F: 3 clusters Score -95267.95 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -95749.773438 Penalty: 691.545532
	Iteration 1F: 3 clusters Score -95749.77 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -95801.523438 Penalty: 691.545532
	Iteration 2F: 3 clusters Score -95801.52 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -95840.398438 Penalty: 691.545532
	Iteration 3Q: 3 clusters Score -95840.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -95880.132812 Penalty: 691.545532
	Iteration 4Q: 3 clusters Score -95880.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -95924.695312 Penalty: 691.545532
	Iteration 5Q: 3 clusters Score -95924.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -95964.351562 Penalty: 691.545532
	Iteration 6Q: 3 clusters Score -95964.35 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -96011.750000 Penalty: 691.545532
	Iteration 7Q: 3 clusters Score -96011.75 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -96081.953125 Penalty: 691.545532
	Iteration 8Q: 3 clusters Score -96081.95 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -96156.296875 Penalty: 691.545532
	Iteration 9Q: 3 clusters Score -96156.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -96238.343750 Penalty: 691.545532
	Iteration 10Q: 3 clusters Score -96238.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -96298.515625 Penalty: 691.545532
	Iteration 11Q: 3 clusters Score -96298.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -96342.078125 Penalty: 691.545532
	Iteration 12Q: 3 clusters Score -96342.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -96389.085938 Penalty: 691.545532
	Iteration 13Q: 3 clusters Score -96389.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -96427.015625 Penalty: 691.545532
	Iteration 14Q: 3 clusters Score -96427.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -96441.320312 Penalty: 691.545532
	Iteration 15Q: 3 clusters Score -96441.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -96459.757812 Penalty: 691.545532
	Iteration 16Q: 3 clusters Score -96459.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -96473.296875 Penalty: 691.545532
	Iteration 17Q: 3 clusters Score -96473.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -96482.070312 Penalty: 691.545532
	Iteration 18Q: 3 clusters Score -96482.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -96489.242188 Penalty: 691.545532
	Iteration 19Q: 3 clusters Score -96489.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -96491.367188 Penalty: 691.545532
	Iteration 20F: 3 clusters Score -96491.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -96492.960938 Penalty: 691.545532
	Iteration 21Q: 3 clusters Score -96492.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -96495.070312 Penalty: 691.545532
	Iteration 22Q: 3 clusters Score -96495.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -96495.546875 Penalty: 691.545532
	Iteration 23Q: 3 clusters Score -96495.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -96497.898438 Penalty: 691.545532
	Iteration 24Q: 3 clusters Score -96497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -96500.359375 Penalty: 691.545532
	Iteration 25Q: 3 clusters Score -96500.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -96501.429688 Penalty: 691.545532
	Iteration 26Q: 3 clusters Score -96501.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -96501.710938 Penalty: 691.545532
	Iteration 27Q: 3 clusters Score -96501.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -96501.710938 Penalty: 691.545532
	Iteration 28F: 3 clusters Score -96501.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Entering Unmasked Estep 
Score: -1371948.500000 Penalty: 464.461884
	Iteration 0F: 2 clusters Score -1371948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1353899.875000 Penalty: 928.923767
	Iteration 0F: 3 clusters Score -1353900 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1362416.125000 Penalty: 928.923767
	Iteration 1F: 3 clusters Score -1362416 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1363543.375000 Penalty: 928.923767
	Iteration 2F: 3 clusters Score -1363543 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1364992.500000 Penalty: 928.923767
	Iteration 3F: 3 clusters Score -1364992 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1366606.625000 Penalty: 928.923767
	Iteration 4F: 3 clusters Score -1366607 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1368019.750000 Penalty: 928.923767
	Iteration 5F: 3 clusters Score -1368020 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1368907.875000 Penalty: 928.923767
	Iteration 6Q: 3 clusters Score -1368908 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1369365.125000 Penalty: 928.923767
	Iteration 7Q: 3 clusters Score -1369365 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1369658.750000 Penalty: 928.923767
	Iteration 8Q: 3 clusters Score -1369659 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1369859.125000 Penalty: 928.923767
	Iteration 9Q: 3 clusters Score -1369859 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1370053.625000 Penalty: 928.923767
	Iteration 10Q: 3 clusters Score -1370054 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1370225.000000 Penalty: 928.923767
	Iteration 11Q: 3 clusters Score -1370225 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1370368.375000 Penalty: 928.923767
	Iteration 12Q: 3 clusters Score -1370368 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1370491.125000 Penalty: 928.923767
	Iteration 13Q: 3 clusters Score -1370491 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1370610.125000 Penalty: 928.923767
	Iteration 14Q: 3 clusters Score -1370610 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1370721.875000 Penalty: 928.923767
	Iteration 15Q: 3 clusters Score -1370722 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1370844.750000 Penalty: 928.923767
	Iteration 16Q: 3 clusters Score -1370845 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1370961.625000 Penalty: 928.923767
	Iteration 17Q: 3 clusters Score -1370962 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1371060.875000 Penalty: 928.923767
	Iteration 18Q: 3 clusters Score -1371061 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1371163.875000 Penalty: 928.923767
	Iteration 19Q: 3 clusters Score -1371164 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1371266.750000 Penalty: 928.923767
	Iteration 20F: 3 clusters Score -1371267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1371368.500000 Penalty: 928.923767
	Iteration 21Q: 3 clusters Score -1371368 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1371448.125000 Penalty: 928.923767
	Iteration 22Q: 3 clusters Score -1371448 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1371520.500000 Penalty: 928.923767
	Iteration 23Q: 3 clusters Score -1371520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1371591.375000 Penalty: 928.923767
	Iteration 24Q: 3 clusters Score -1371591 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1371630.625000 Penalty: 928.923767
	Iteration 25Q: 3 clusters Score -1371631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1371655.875000 Penalty: 928.923767
	Iteration 26Q: 3 clusters Score -1371656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1371679.625000 Penalty: 928.923767
	Iteration 27Q: 3 clusters Score -1371680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1371691.250000 Penalty: 928.923767
	Iteration 28Q: 3 clusters Score -1371691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1371703.625000 Penalty: 928.923767
	Iteration 29Q: 3 clusters Score -1371704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1371717.125000 Penalty: 928.923767
	Iteration 30Q: 3 clusters Score -1371717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1371728.875000 Penalty: 928.923767
	Iteration 31Q: 3 clusters Score -1371729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1371746.125000 Penalty: 928.923767
	Iteration 32Q: 3 clusters Score -1371746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1371763.125000 Penalty: 928.923767
	Iteration 33Q: 3 clusters Score -1371763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1371780.750000 Penalty: 928.923767
	Iteration 34Q: 3 clusters Score -1371781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1371789.375000 Penalty: 928.923767
	Iteration 35Q: 3 clusters Score -1371789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1371795.125000 Penalty: 928.923767
	Iteration 36Q: 3 clusters Score -1371795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1371794.500000 Penalty: 928.923767
	Iteration 37Q: 3 clusters Score -1371794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1371795.125000 Penalty: 928.923767
	Iteration 38Q: 3 clusters Score -1371795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1371802.875000 Penalty: 928.923767
	Iteration 39Q: 3 clusters Score -1371803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1371804.750000 Penalty: 928.923767
	Iteration 40F: 3 clusters Score -1371805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1371808.875000 Penalty: 928.923767
	Iteration 41Q: 3 clusters Score -1371809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1371813.625000 Penalty: 928.923767
	Iteration 42Q: 3 clusters Score -1371814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1371813.000000 Penalty: 928.923767
	Iteration 43Q: 3 clusters Score -1371813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1371813.000000 Penalty: 928.923767
	Iteration 44Q: 3 clusters Score -1371813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1371812.500000 Penalty: 928.923767
	Iteration 45Q: 3 clusters Score -1371812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1371814.875000 Penalty: 928.923767
	Iteration 46Q: 3 clusters Score -1371815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1371815.500000 Penalty: 928.923767
	Iteration 47Q: 3 clusters Score -1371816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1371815.000000 Penalty: 928.923767
	Iteration 48Q: 3 clusters Score -1371815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1371815.375000 Penalty: 928.923767
	Iteration 49Q: 3 clusters Score -1371815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1371818.125000 Penalty: 928.923767
	Iteration 50Q: 3 clusters Score -1371818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1371822.125000 Penalty: 928.923767
	Iteration 51Q: 3 clusters Score -1371822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1371822.750000 Penalty: 928.923767
	Iteration 52Q: 3 clusters Score -1371823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1371822.375000 Penalty: 928.923767
	Iteration 53Q: 3 clusters Score -1371822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1371823.375000 Penalty: 928.923767
	Iteration 54Q: 3 clusters Score -1371823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1371823.875000 Penalty: 928.923767
	Iteration 55Q: 3 clusters Score -1371824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1371825.375000 Penalty: 928.923767
	Iteration 56Q: 3 clusters Score -1371825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1371827.625000 Penalty: 928.923767
	Iteration 57Q: 3 clusters Score -1371828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1371831.000000 Penalty: 928.923767
	Iteration 58Q: 3 clusters Score -1371831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1371832.500000 Penalty: 928.923767
	Iteration 59Q: 3 clusters Score -1371832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1371833.375000 Penalty: 928.923767
	Iteration 60F: 3 clusters Score -1371833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1371832.875000 Penalty: 928.923767
	Iteration 61Q: 3 clusters Score -1371833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1371830.500000 Penalty: 928.923767
	Iteration 62Q: 3 clusters Score -1371830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1371831.625000 Penalty: 928.923767
	Iteration 63Q: 3 clusters Score -1371832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1371832.375000 Penalty: 928.923767
	Iteration 64Q: 3 clusters Score -1371832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1371833.500000 Penalty: 928.923767
	Iteration 65Q: 3 clusters Score -1371834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1371833.500000 Penalty: 928.923767
	Iteration 66F: 3 clusters Score -1371834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -177185.546875 Penalty: 377.174042
	Iteration 0F: 2 clusters Score -177185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -174449.984375 Penalty: 754.348083
	Iteration 0F: 3 clusters Score -174450 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -175475.515625 Penalty: 754.348083
	Iteration 1F: 3 clusters Score -175475.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -175654.968750 Penalty: 754.348083
	Iteration 2F: 3 clusters Score -175655 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -175943.375000 Penalty: 754.348083
	Iteration 3F: 3 clusters Score -175943.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -176289.265625 Penalty: 754.348083
	Iteration 4F: 3 clusters Score -176289.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -176608.890625 Penalty: 754.348083
	Iteration 5F: 3 clusters Score -176608.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -176841.265625 Penalty: 754.348083
	Iteration 6F: 3 clusters Score -176841.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -176955.062500 Penalty: 754.348083
	Iteration 7Q: 3 clusters Score -176955.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -177012.640625 Penalty: 754.348083
	Iteration 8Q: 3 clusters Score -177012.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -177057.546875 Penalty: 754.348083
	Iteration 9Q: 3 clusters Score -177057.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -177073.765625 Penalty: 754.348083
	Iteration 10Q: 3 clusters Score -177073.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -177083.750000 Penalty: 754.348083
	Iteration 11Q: 3 clusters Score -177083.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -177094.531250 Penalty: 754.348083
	Iteration 12Q: 3 clusters Score -177094.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -177102.093750 Penalty: 754.348083
	Iteration 13Q: 3 clusters Score -177102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -177104.390625 Penalty: 754.348083
	Iteration 14Q: 3 clusters Score -177104.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -177105.859375 Penalty: 754.348083
	Iteration 15Q: 3 clusters Score -177105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -177107.390625 Penalty: 754.348083
	Iteration 16Q: 3 clusters Score -177107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -177108.015625 Penalty: 754.348083
	Iteration 17Q: 3 clusters Score -177108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -177108.875000 Penalty: 754.348083
	Iteration 18Q: 3 clusters Score -177108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -177108.687500 Penalty: 754.348083
	Iteration 19Q: 3 clusters Score -177108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -177109.500000 Penalty: 754.348083
	Iteration 20F: 3 clusters Score -177109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -177110.015625 Penalty: 754.348083
	Iteration 21Q: 3 clusters Score -177110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -177110.359375 Penalty: 754.348083
	Iteration 22Q: 3 clusters Score -177110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -177110.906250 Penalty: 754.348083
	Iteration 23Q: 3 clusters Score -177110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -177111.171875 Penalty: 754.348083
	Iteration 24Q: 3 clusters Score -177111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -177111.265625 Penalty: 754.348083
	Iteration 25Q: 3 clusters Score -177111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -177112.062500 Penalty: 754.348083
	Iteration 26Q: 3 clusters Score -177112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -177112.093750 Penalty: 754.348083
	Iteration 27Q: 3 clusters Score -177112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -177111.937500 Penalty: 754.348083
	Iteration 28Q: 3 clusters Score -177111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -177111.937500 Penalty: 754.348083
	Iteration 29F: 3 clusters Score -177111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Entering Unmasked Estep 
Score: -1442390.125000 Penalty: 466.243622
	Iteration 0F: 2 clusters Score -1442390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1423525.375000 Penalty: 932.487244
	Iteration 0F: 3 clusters Score -1423525 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1432097.000000 Penalty: 932.487244
	Iteration 1F: 3 clusters Score -1432097 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1433506.375000 Penalty: 932.487244
	Iteration 2F: 3 clusters Score -1433506 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1435720.500000 Penalty: 932.487244
	Iteration 3F: 3 clusters Score -1435720 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1438168.125000 Penalty: 932.487244
	Iteration 4F: 3 clusters Score -1438168 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1439857.875000 Penalty: 932.487244
	Iteration 5F: 3 clusters Score -1439858 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1440555.125000 Penalty: 932.487244
	Iteration 6Q: 3 clusters Score -1440555 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1440817.625000 Penalty: 932.487244
	Iteration 7Q: 3 clusters Score -1440818 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1440991.500000 Penalty: 932.487244
	Iteration 8Q: 3 clusters Score -1440992 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1441114.250000 Penalty: 932.487244
	Iteration 9Q: 3 clusters Score -1441114 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1441205.625000 Penalty: 932.487244
	Iteration 10Q: 3 clusters Score -1441206 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1441277.125000 Penalty: 932.487244
	Iteration 11Q: 3 clusters Score -1441277 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1441341.000000 Penalty: 932.487244
	Iteration 12Q: 3 clusters Score -1441341 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1441386.500000 Penalty: 932.487244
	Iteration 13Q: 3 clusters Score -1441386 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1441429.500000 Penalty: 932.487244
	Iteration 14Q: 3 clusters Score -1441430 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1441479.625000 Penalty: 932.487244
	Iteration 15Q: 3 clusters Score -1441480 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1441540.125000 Penalty: 932.487244
	Iteration 16Q: 3 clusters Score -1441540 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1441600.875000 Penalty: 932.487244
	Iteration 17Q: 3 clusters Score -1441601 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1441656.500000 Penalty: 932.487244
	Iteration 18Q: 3 clusters Score -1441656 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1441706.625000 Penalty: 932.487244
	Iteration 19Q: 3 clusters Score -1441707 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1441742.625000 Penalty: 932.487244
	Iteration 20F: 3 clusters Score -1441743 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1441775.250000 Penalty: 932.487244
	Iteration 21Q: 3 clusters Score -1441775 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1441804.625000 Penalty: 932.487244
	Iteration 22Q: 3 clusters Score -1441805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1441824.375000 Penalty: 932.487244
	Iteration 23Q: 3 clusters Score -1441824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1441850.125000 Penalty: 932.487244
	Iteration 24Q: 3 clusters Score -1441850 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1441873.875000 Penalty: 932.487244
	Iteration 25Q: 3 clusters Score -1441874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1441899.125000 Penalty: 932.487244
	Iteration 26Q: 3 clusters Score -1441899 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1441913.250000 Penalty: 932.487244
	Iteration 27Q: 3 clusters Score -1441913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1441923.375000 Penalty: 932.487244
	Iteration 28Q: 3 clusters Score -1441923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1441931.875000 Penalty: 932.487244
	Iteration 29Q: 3 clusters Score -1441932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1441948.250000 Penalty: 932.487244
	Iteration 30Q: 3 clusters Score -1441948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1441953.125000 Penalty: 932.487244
	Iteration 31Q: 3 clusters Score -1441953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1441958.625000 Penalty: 932.487244
	Iteration 32Q: 3 clusters Score -1441959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1441962.875000 Penalty: 932.487244
	Iteration 33Q: 3 clusters Score -1441963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1441963.500000 Penalty: 932.487244
	Iteration 34Q: 3 clusters Score -1441964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1441971.000000 Penalty: 932.487244
	Iteration 35Q: 3 clusters Score -1441971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1441979.500000 Penalty: 932.487244
	Iteration 36Q: 3 clusters Score -1441980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1441981.750000 Penalty: 932.487244
	Iteration 37Q: 3 clusters Score -1441982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1441987.000000 Penalty: 932.487244
	Iteration 38Q: 3 clusters Score -1441987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1441986.125000 Penalty: 932.487244
	Iteration 39Q: 3 clusters Score -1441986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1441989.250000 Penalty: 932.487244
	Iteration 40F: 3 clusters Score -1441989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1441995.000000 Penalty: 932.487244
	Iteration 41Q: 3 clusters Score -1441995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1441995.625000 Penalty: 932.487244
	Iteration 42Q: 3 clusters Score -1441996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1441996.500000 Penalty: 932.487244
	Iteration 43Q: 3 clusters Score -1441996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1441995.500000 Penalty: 932.487244
	Iteration 44Q: 3 clusters Score -1441996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1441996.125000 Penalty: 932.487244
	Iteration 45Q: 3 clusters Score -1441996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1441996.000000 Penalty: 932.487244
	Iteration 46Q: 3 clusters Score -1441996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1441996.625000 Penalty: 932.487244
	Iteration 47Q: 3 clusters Score -1441997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1441997.250000 Penalty: 932.487244
	Iteration 48Q: 3 clusters Score -1441997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1441997.250000 Penalty: 932.487244
	Iteration 49F: 3 clusters Score -1441997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Entering Unmasked Estep 
Score: -1432292.500000 Penalty: 469.992554
	Iteration 0F: 2 clusters Score -1432292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1411879.875000 Penalty: 939.985107
	Iteration 0F: 3 clusters Score -1411880 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1420203.375000 Penalty: 939.985107
	Iteration 1F: 3 clusters Score -1420203 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1420511.875000 Penalty: 939.985107
	Iteration 2Q: 3 clusters Score -1420512 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1421026.000000 Penalty: 939.985107
	Iteration 3Q: 3 clusters Score -1421026 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1421954.375000 Penalty: 939.985107
	Iteration 4F: 3 clusters Score -1421954 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1423641.875000 Penalty: 939.985107
	Iteration 5F: 3 clusters Score -1423642 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1426327.375000 Penalty: 939.985107
	Iteration 6F: 3 clusters Score -1426327 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1429224.625000 Penalty: 939.985107
	Iteration 7F: 3 clusters Score -1429225 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1431036.000000 Penalty: 939.985107
	Iteration 8F: 3 clusters Score -1431036 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1431653.125000 Penalty: 939.985107
	Iteration 9Q: 3 clusters Score -1431653 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1431807.125000 Penalty: 939.985107
	Iteration 10Q: 3 clusters Score -1431807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1431846.000000 Penalty: 939.985107
	Iteration 11Q: 3 clusters Score -1431846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1431861.500000 Penalty: 939.985107
	Iteration 12Q: 3 clusters Score -1431862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1431867.500000 Penalty: 939.985107
	Iteration 13Q: 3 clusters Score -1431868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1431878.375000 Penalty: 939.985107
	Iteration 14Q: 3 clusters Score -1431878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1431881.625000 Penalty: 939.985107
	Iteration 15Q: 3 clusters Score -1431882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1431883.375000 Penalty: 939.985107
	Iteration 16Q: 3 clusters Score -1431883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1431883.375000 Penalty: 939.985107
	Iteration 17F: 3 clusters Score -1431883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -110679.429688 Penalty: 348.834412
	Iteration 0F: 2 clusters Score -110679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -109155.421875 Penalty: 697.668823
	Iteration 0F: 3 clusters Score -109155.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -109622.179688 Penalty: 697.668823
	Iteration 1F: 3 clusters Score -109622.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -109677.921875 Penalty: 697.668823
	Iteration 2F: 3 clusters Score -109677.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -109722.140625 Penalty: 697.668823
	Iteration 3Q: 3 clusters Score -109722.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -109765.117188 Penalty: 697.668823
	Iteration 4Q: 3 clusters Score -109765.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -109808.437500 Penalty: 697.668823
	Iteration 5Q: 3 clusters Score -109808.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -109850.312500 Penalty: 697.668823
	Iteration 6Q: 3 clusters Score -109850.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -109909.304688 Penalty: 697.668823
	Iteration 7Q: 3 clusters Score -109909.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -109994.312500 Penalty: 697.668823
	Iteration 8Q: 3 clusters Score -109994.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -110110.804688 Penalty: 697.668823
	Iteration 9F: 3 clusters Score -110110.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -110224.937500 Penalty: 697.668823
	Iteration 10F: 3 clusters Score -110224.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -110288.539062 Penalty: 697.668823
	Iteration 11Q: 3 clusters Score -110288.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -110320.109375 Penalty: 697.668823
	Iteration 12Q: 3 clusters Score -110320.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -110329.273438 Penalty: 697.668823
	Iteration 13Q: 3 clusters Score -110329.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -110332.250000 Penalty: 697.668823
	Iteration 14Q: 3 clusters Score -110332.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -110334.203125 Penalty: 697.668823
	Iteration 15Q: 3 clusters Score -110334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -110335.773438 Penalty: 697.668823
	Iteration 16Q: 3 clusters Score -110335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -110336.156250 Penalty: 697.668823
	Iteration 17Q: 3 clusters Score -110336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -110337.164062 Penalty: 697.668823
	Iteration 18Q: 3 clusters Score -110337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -110338.281250 Penalty: 697.668823
	Iteration 19Q: 3 clusters Score -110338.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -110342.304688 Penalty: 697.668823
	Iteration 20F: 3 clusters Score -110342.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -110346.289062 Penalty: 697.668823
	Iteration 21Q: 3 clusters Score -110346.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -110347.414062 Penalty: 697.668823
	Iteration 22Q: 3 clusters Score -110347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -110348.695312 Penalty: 697.668823
	Iteration 23Q: 3 clusters Score -110348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -110350.187500 Penalty: 697.668823
	Iteration 24Q: 3 clusters Score -110350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -110350.429688 Penalty: 697.668823
	Iteration 25Q: 3 clusters Score -110350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -110350.710938 Penalty: 697.668823
	Iteration 26Q: 3 clusters Score -110350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -110351.210938 Penalty: 697.668823
	Iteration 27Q: 3 clusters Score -110351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -110351.578125 Penalty: 697.668823
	Iteration 28Q: 3 clusters Score -110351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -110351.648438 Penalty: 697.668823
	Iteration 29Q: 3 clusters Score -110351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -110352.164062 Penalty: 697.668823
	Iteration 30Q: 3 clusters Score -110352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -110352.257812 Penalty: 697.668823
	Iteration 31Q: 3 clusters Score -110352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -110352.382812 Penalty: 697.668823
	Iteration 32Q: 3 clusters Score -110352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -110352.414062 Penalty: 697.668823
	Iteration 33Q: 3 clusters Score -110352.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -110352.414062 Penalty: 697.668823
	Iteration 34F: 3 clusters Score -110352.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -20143.894531 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -20143.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19649.464844 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -19649.46 nChanged 168
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: -19784.175781 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -19784.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19814.041016 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -19814.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19837.333984 Penalty: 563.876404
	Iteration 3Q: 3 clusters Score -19837.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19866.548828 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -19866.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19878.792969 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -19878.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19885.671875 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -19885.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19888.656250 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -19888.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19892.287109 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -19892.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19896.757812 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -19896.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19898.755859 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -19898.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19901.195312 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -19901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19902.039062 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -19902.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19902.701172 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -19902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19902.910156 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -19902.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19903.009766 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -19903.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19903.009766 Penalty: 563.876404
	Iteration 16F: 3 clusters Score -19903.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5078.284180 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5078.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4893.587402 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -4893.587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4957.857422 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -4957.857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5047.328125 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5047.328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5051.426270 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5051.426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5053.648438 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5053.648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5053.648438 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -5053.648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -10879.072266 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10879.07 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 135 members 
Entering Unmasked Estep 
Score: -10508.969727 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10508.97 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10615.516602 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10615.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10664.811523 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10664.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10692.309570 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -10692.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10710.830078 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10710.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10722.460938 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10722.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10727.570312 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10727.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10737.844727 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10737.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10766.396484 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10789.825195 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10789.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10804.854492 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10804.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10815.842773 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -10815.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10861.064453 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -10861.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10950.701172 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -10950.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10991.625000 Penalty: 515.644836
	Iteration 14F: 3 clusters Score -10991.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11009.048828 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -11009.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11037.786133 Penalty: 515.644836
	Iteration 16Q: 3 clusters Score -11037.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11067.762695 Penalty: 515.644836
	Iteration 17Q: 3 clusters Score -11067.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11081.874023 Penalty: 515.644836
	Iteration 18Q: 3 clusters Score -11081.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11083.141602 Penalty: 515.644836
	Iteration 19Q: 3 clusters Score -11083.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11083.141602 Penalty: 515.644836
	Iteration 20F: 3 clusters Score -11083.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26208 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 10763 members 
Mstep: Class 11 contains 346966 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 27118 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 28201 members 
Mstep: Class 21 contains 30623 members 
Mstep: Class 22 contains 2136 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 123 members 
Entering Unmasked Estep 
Score: -28386950.000000 Penalty: 18786.308594
Splitting cluster 25 changes total score from -28387134.000000 to -28386950.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -109544.289062 Penalty: 352.279297
	Iteration 0F: 2 clusters Score -109544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -107929.289062 Penalty: 704.558594
	Iteration 0F: 3 clusters Score -107929.3 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -108508.945312 Penalty: 704.558594
	Iteration 1F: 3 clusters Score -108508.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -108623.843750 Penalty: 704.558594
	Iteration 2F: 3 clusters Score -108623.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -108744.601562 Penalty: 704.558594
	Iteration 3F: 3 clusters Score -108744.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -108851.484375 Penalty: 704.558594
	Iteration 4F: 3 clusters Score -108851.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -108955.257812 Penalty: 704.558594
	Iteration 5F: 3 clusters Score -108955.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -109020.093750 Penalty: 704.558594
	Iteration 6F: 3 clusters Score -109020.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -109061.171875 Penalty: 704.558594
	Iteration 7Q: 3 clusters Score -109061.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -109093.000000 Penalty: 704.558594
	Iteration 8Q: 3 clusters Score -109093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -109110.164062 Penalty: 704.558594
	Iteration 9Q: 3 clusters Score -109110.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -109125.304688 Penalty: 704.558594
	Iteration 10Q: 3 clusters Score -109125.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -109137.273438 Penalty: 704.558594
	Iteration 11Q: 3 clusters Score -109137.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109151.578125 Penalty: 704.558594
	Iteration 12Q: 3 clusters Score -109151.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -109159.828125 Penalty: 704.558594
	Iteration 13Q: 3 clusters Score -109159.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -109166.734375 Penalty: 704.558594
	Iteration 14Q: 3 clusters Score -109166.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -109174.289062 Penalty: 704.558594
	Iteration 15Q: 3 clusters Score -109174.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -109181.382812 Penalty: 704.558594
	Iteration 16Q: 3 clusters Score -109181.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109189.054688 Penalty: 704.558594
	Iteration 17Q: 3 clusters Score -109189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109194.187500 Penalty: 704.558594
	Iteration 18Q: 3 clusters Score -109194.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109196.375000 Penalty: 704.558594
	Iteration 19Q: 3 clusters Score -109196.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109198.085938 Penalty: 704.558594
	Iteration 20F: 3 clusters Score -109198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109199.039062 Penalty: 704.558594
	Iteration 21Q: 3 clusters Score -109199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -109201.093750 Penalty: 704.558594
	Iteration 22Q: 3 clusters Score -109201.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109204.453125 Penalty: 704.558594
	Iteration 23Q: 3 clusters Score -109204.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109209.679688 Penalty: 704.558594
	Iteration 24Q: 3 clusters Score -109209.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109214.781250 Penalty: 704.558594
	Iteration 25Q: 3 clusters Score -109214.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109222.945312 Penalty: 704.558594
	Iteration 26Q: 3 clusters Score -109222.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109231.820312 Penalty: 704.558594
	Iteration 27Q: 3 clusters Score -109231.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -109239.132812 Penalty: 704.558594
	Iteration 28Q: 3 clusters Score -109239.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109247.679688 Penalty: 704.558594
	Iteration 29Q: 3 clusters Score -109247.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109257.046875 Penalty: 704.558594
	Iteration 30Q: 3 clusters Score -109257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109274.078125 Penalty: 704.558594
	Iteration 31Q: 3 clusters Score -109274.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109285.656250 Penalty: 704.558594
	Iteration 32Q: 3 clusters Score -109285.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -109292.335938 Penalty: 704.558594
	Iteration 33Q: 3 clusters Score -109292.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109298.500000 Penalty: 704.558594
	Iteration 34Q: 3 clusters Score -109298.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -109300.984375 Penalty: 704.558594
	Iteration 35Q: 3 clusters Score -109301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -109302.007812 Penalty: 704.558594
	Iteration 36Q: 3 clusters Score -109302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109303.476562 Penalty: 704.558594
	Iteration 37Q: 3 clusters Score -109303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -109304.664062 Penalty: 704.558594
	Iteration 38Q: 3 clusters Score -109304.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -109306.429688 Penalty: 704.558594
	Iteration 39Q: 3 clusters Score -109306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -109309.039062 Penalty: 704.558594
	Iteration 40F: 3 clusters Score -109309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -109312.234375 Penalty: 704.558594
	Iteration 41Q: 3 clusters Score -109312.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -109312.234375 Penalty: 704.558594
	Iteration 42F: 3 clusters Score -109312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -60171.273438 Penalty: 327.687195
	Iteration 0F: 2 clusters Score -60171.27 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 665 members 
Entering Unmasked Estep 
Score: -59191.019531 Penalty: 655.374390
	Iteration 0F: 3 clusters Score -59191.02 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -59526.792969 Penalty: 655.374390
	Iteration 1F: 3 clusters Score -59526.79 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -59575.011719 Penalty: 655.374390
	Iteration 2F: 3 clusters Score -59575.01 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -59605.675781 Penalty: 655.374390
	Iteration 3Q: 3 clusters Score -59605.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -59627.050781 Penalty: 655.374390
	Iteration 4Q: 3 clusters Score -59627.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -59641.582031 Penalty: 655.374390
	Iteration 5Q: 3 clusters Score -59641.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -59655.226562 Penalty: 655.374390
	Iteration 6Q: 3 clusters Score -59655.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -59671.933594 Penalty: 655.374390
	Iteration 7Q: 3 clusters Score -59671.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -59686.699219 Penalty: 655.374390
	Iteration 8Q: 3 clusters Score -59686.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -59706.085938 Penalty: 655.374390
	Iteration 9Q: 3 clusters Score -59706.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -59724.980469 Penalty: 655.374390
	Iteration 10Q: 3 clusters Score -59724.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -59747.113281 Penalty: 655.374390
	Iteration 11Q: 3 clusters Score -59747.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -59780.773438 Penalty: 655.374390
	Iteration 12Q: 3 clusters Score -59780.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -59819.328125 Penalty: 655.374390
	Iteration 13Q: 3 clusters Score -59819.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -59849.816406 Penalty: 655.374390
	Iteration 14Q: 3 clusters Score -59849.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -59880.828125 Penalty: 655.374390
	Iteration 15Q: 3 clusters Score -59880.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -59906.285156 Penalty: 655.374390
	Iteration 16Q: 3 clusters Score -59906.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -59929.730469 Penalty: 655.374390
	Iteration 17Q: 3 clusters Score -59929.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -59944.210938 Penalty: 655.374390
	Iteration 18Q: 3 clusters Score -59944.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -59954.453125 Penalty: 655.374390
	Iteration 19Q: 3 clusters Score -59954.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -59959.023438 Penalty: 655.374390
	Iteration 20F: 3 clusters Score -59959.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -59960.984375 Penalty: 655.374390
	Iteration 21Q: 3 clusters Score -59960.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -59963.664062 Penalty: 655.374390
	Iteration 22Q: 3 clusters Score -59963.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -59965.550781 Penalty: 655.374390
	Iteration 23Q: 3 clusters Score -59965.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -59966.695312 Penalty: 655.374390
	Iteration 24Q: 3 clusters Score -59966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -59968.832031 Penalty: 655.374390
	Iteration 25Q: 3 clusters Score -59968.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -59970.039062 Penalty: 655.374390
	Iteration 26Q: 3 clusters Score -59970.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -59971.582031 Penalty: 655.374390
	Iteration 27Q: 3 clusters Score -59971.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -59974.859375 Penalty: 655.374390
	Iteration 28Q: 3 clusters Score -59974.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -59975.578125 Penalty: 655.374390
	Iteration 29Q: 3 clusters Score -59975.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -59976.175781 Penalty: 655.374390
	Iteration 30Q: 3 clusters Score -59976.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -59977.035156 Penalty: 655.374390
	Iteration 31Q: 3 clusters Score -59977.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -59977.949219 Penalty: 655.374390
	Iteration 32Q: 3 clusters Score -59977.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -59978.582031 Penalty: 655.374390
	Iteration 33Q: 3 clusters Score -59978.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -59979.171875 Penalty: 655.374390
	Iteration 34Q: 3 clusters Score -59979.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -59980.210938 Penalty: 655.374390
	Iteration 35Q: 3 clusters Score -59980.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -59981.300781 Penalty: 655.374390
	Iteration 36Q: 3 clusters Score -59981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -59981.300781 Penalty: 655.374390
	Iteration 37F: 3 clusters Score -59981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -113819.500000 Penalty: 353.043030
	Iteration 0F: 2 clusters Score -113819.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -112120.812500 Penalty: 706.086060
	Iteration 0F: 3 clusters Score -112120.8 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -112665.257812 Penalty: 706.086060
	Iteration 1F: 3 clusters Score -112665.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -112744.195312 Penalty: 706.086060
	Iteration 2F: 3 clusters Score -112744.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -112818.250000 Penalty: 706.086060
	Iteration 3F: 3 clusters Score -112818.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -112873.257812 Penalty: 706.086060
	Iteration 4F: 3 clusters Score -112873.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -112926.492188 Penalty: 706.086060
	Iteration 5Q: 3 clusters Score -112926.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -112984.468750 Penalty: 706.086060
	Iteration 6Q: 3 clusters Score -112984.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -113035.335938 Penalty: 706.086060
	Iteration 7Q: 3 clusters Score -113035.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113075.992188 Penalty: 706.086060
	Iteration 8Q: 3 clusters Score -113076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -113109.960938 Penalty: 706.086060
	Iteration 9Q: 3 clusters Score -113110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -113158.164062 Penalty: 706.086060
	Iteration 10Q: 3 clusters Score -113158.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -113214.414062 Penalty: 706.086060
	Iteration 11Q: 3 clusters Score -113214.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -113254.000000 Penalty: 706.086060
	Iteration 12Q: 3 clusters Score -113254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -113288.335938 Penalty: 706.086060
	Iteration 13Q: 3 clusters Score -113288.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -113318.312500 Penalty: 706.086060
	Iteration 14Q: 3 clusters Score -113318.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -113333.570312 Penalty: 706.086060
	Iteration 15Q: 3 clusters Score -113333.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -113351.546875 Penalty: 706.086060
	Iteration 16Q: 3 clusters Score -113351.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -113365.851562 Penalty: 706.086060
	Iteration 17Q: 3 clusters Score -113365.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -113371.554688 Penalty: 706.086060
	Iteration 18Q: 3 clusters Score -113371.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -113374.695312 Penalty: 706.086060
	Iteration 19Q: 3 clusters Score -113374.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -113375.804688 Penalty: 706.086060
	Iteration 20F: 3 clusters Score -113375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -113377.039062 Penalty: 706.086060
	Iteration 21Q: 3 clusters Score -113377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -113377.773438 Penalty: 706.086060
	Iteration 22Q: 3 clusters Score -113377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -113378.296875 Penalty: 706.086060
	Iteration 23Q: 3 clusters Score -113378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -113378.812500 Penalty: 706.086060
	Iteration 24Q: 3 clusters Score -113378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -113379.070312 Penalty: 706.086060
	Iteration 25Q: 3 clusters Score -113379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -113379.070312 Penalty: 706.086060
	Iteration 26F: 3 clusters Score -113379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -7393.758301 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -7393.758 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 80 members 
Entering Unmasked Estep 
Score: -7140.772461 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -7140.772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7247.269531 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -7247.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7274.257812 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -7274.258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7297.873047 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -7297.873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7303.994141 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -7303.994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7310.271484 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -7310.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7310.954590 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -7310.955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7310.954590 Penalty: 474.063232
	Iteration 7F: 3 clusters Score -7310.955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -12175.055664 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -12175.06 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 143 members 
Entering Unmasked Estep 
Score: -11809.833008 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -11809.83 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11903.978516 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -11903.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11919.099609 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -11919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11927.027344 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -11927.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11932.462891 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -11932.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11943.192383 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -11943.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11949.464844 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -11949.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11956.386719 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -11956.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11962.352539 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -11962.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11967.047852 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -11967.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11971.947266 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -11971.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11975.221680 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -11975.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11976.013672 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -11976.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11978.533203 Penalty: 515.329407
	Iteration 13Q: 3 clusters Score -11978.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11979.678711 Penalty: 515.329407
	Iteration 14Q: 3 clusters Score -11979.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11979.678711 Penalty: 515.329407
	Iteration 15F: 3 clusters Score -11979.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26208 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 10763 members 
Mstep: Class 11 contains 346966 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 326 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 27118 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 28201 members 
Mstep: Class 21 contains 30623 members 
Mstep: Class 22 contains 2136 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387102.000000 Penalty: 18180.298828
Iteration 159Q: 31 clusters Score -2.83871e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26197 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 10762 members 
Mstep: Class 11 contains 346979 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1988 members 
Mstep: Class 18 contains 27120 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 28191 members 
Mstep: Class 21 contains 30680 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387078.000000 Penalty: 18180.298828
Iteration 160F: 31 clusters Score -2.838708e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26196 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 10756 members 
Mstep: Class 11 contains 346957 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 330 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1979 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3953 members 
Mstep: Class 20 contains 28185 members 
Mstep: Class 21 contains 30754 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1343 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387090.000000 Penalty: 18180.298828
Iteration 161Q: 31 clusters Score -2.838709e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26195 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 10739 members 
Mstep: Class 11 contains 346943 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 330 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 27130 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 28179 members 
Mstep: Class 21 contains 30819 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387064.000000 Penalty: 18180.298828
Iteration 162Q: 31 clusters Score -2.838706e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26199 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 10723 members 
Mstep: Class 11 contains 346916 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 28173 members 
Mstep: Class 21 contains 30888 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1340 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387120.000000 Penalty: 18180.298828
Iteration 163Q: 31 clusters Score -2.838712e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26211 members 
Mstep: Class 9 contains 3242 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 346867 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 18 contains 27136 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 28164 members 
Mstep: Class 21 contains 30987 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387126.000000 Penalty: 18180.298828
Iteration 164Q: 31 clusters Score -2.838713e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26210 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 10656 members 
Mstep: Class 11 contains 346852 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 328 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1957 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 28154 members 
Mstep: Class 21 contains 31104 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387134.000000 Penalty: 18180.298828
Iteration 165Q: 31 clusters Score -2.838713e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26208 members 
Mstep: Class 9 contains 3132 members 
Mstep: Class 10 contains 10632 members 
Mstep: Class 11 contains 346834 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1951 members 
Mstep: Class 18 contains 27130 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 28140 members 
Mstep: Class 21 contains 31230 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387240.000000 Penalty: 18180.298828
Iteration 166Q: 31 clusters Score -2.838724e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4309 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26207 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 346819 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 27123 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 28131 members 
Mstep: Class 21 contains 31349 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387340.000000 Penalty: 18180.298828
Iteration 167Q: 31 clusters Score -2.838734e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4312 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26208 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 10 contains 10580 members 
Mstep: Class 11 contains 346814 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 27118 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 28120 members 
Mstep: Class 21 contains 31474 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387484.000000 Penalty: 18180.298828
Iteration 168Q: 31 clusters Score -2.838748e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26205 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 10556 members 
Mstep: Class 11 contains 346819 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 27116 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 28111 members 
Mstep: Class 21 contains 31571 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387460.000000 Penalty: 18180.298828
Iteration 169Q: 31 clusters Score -2.838746e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26202 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 10536 members 
Mstep: Class 11 contains 346833 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 27115 members 
Mstep: Class 19 contains 3901 members 
Mstep: Class 20 contains 28097 members 
Mstep: Class 21 contains 31660 members 
Mstep: Class 22 contains 2135 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387500.000000 Penalty: 18180.298828
Iteration 170Q: 31 clusters Score -2.83875e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107981 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26202 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 10517 members 
Mstep: Class 11 contains 346859 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 27115 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 28078 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387542.000000 Penalty: 18180.298828
Iteration 171Q: 31 clusters Score -2.838754e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107982 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26200 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 10494 members 
Mstep: Class 11 contains 346881 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1905 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 28059 members 
Mstep: Class 21 contains 31798 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387550.000000 Penalty: 18180.298828
Iteration 172Q: 31 clusters Score -2.838755e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26201 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 10467 members 
Mstep: Class 11 contains 346908 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 28035 members 
Mstep: Class 21 contains 31857 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387540.000000 Penalty: 18180.298828
Iteration 173Q: 31 clusters Score -2.838754e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26202 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 10438 members 
Mstep: Class 11 contains 346910 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 28021 members 
Mstep: Class 21 contains 31911 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387554.000000 Penalty: 18180.298828
Iteration 174Q: 31 clusters Score -2.838755e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26206 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 346920 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 334 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 20 contains 28001 members 
Mstep: Class 21 contains 31971 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387550.000000 Penalty: 18180.298828
Iteration 175Q: 31 clusters Score -2.838755e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26208 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 346942 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 27113 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 27985 members 
Mstep: Class 21 contains 32012 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 184 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387548.000000 Penalty: 18180.298828
Iteration 176Q: 31 clusters Score -2.838755e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107971 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4357 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26211 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 346950 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 27113 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 27976 members 
Mstep: Class 21 contains 32066 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387588.000000 Penalty: 18180.298828
Iteration 177Q: 31 clusters Score -2.838759e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107971 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26215 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 346954 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1870 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 27965 members 
Mstep: Class 21 contains 32137 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387544.000000 Penalty: 18180.298828
Iteration 178Q: 31 clusters Score -2.838754e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26217 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 346982 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 27946 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387516.000000 Penalty: 18180.298828
Iteration 179Q: 31 clusters Score -2.838752e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26222 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 10237 members 
Mstep: Class 11 contains 347000 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 27936 members 
Mstep: Class 21 contains 32253 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387540.000000 Penalty: 18180.298828
Iteration 180F: 31 clusters Score -2.838754e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26222 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 347015 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 27931 members 
Mstep: Class 21 contains 32306 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387546.000000 Penalty: 18180.298828
Iteration 181Q: 31 clusters Score -2.838755e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26225 members 
Mstep: Class 9 contains 2598 members 
Mstep: Class 10 contains 10178 members 
Mstep: Class 11 contains 347015 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1834 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 27923 members 
Mstep: Class 21 contains 32370 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387564.000000 Penalty: 18180.298828
Iteration 182Q: 31 clusters Score -2.838756e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26228 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 11 contains 347032 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 19 contains 3885 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 32438 members 
Mstep: Class 22 contains 2131 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387572.000000 Penalty: 18180.298828
Iteration 183Q: 31 clusters Score -2.838757e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26230 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 10085 members 
Mstep: Class 11 contains 347036 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 337 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 27116 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 27899 members 
Mstep: Class 21 contains 32511 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387632.000000 Penalty: 18180.298828
Iteration 184Q: 31 clusters Score -2.838763e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26231 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 10036 members 
Mstep: Class 11 contains 347052 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 27112 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 27892 members 
Mstep: Class 21 contains 32593 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387630.000000 Penalty: 18180.298828
Iteration 185Q: 31 clusters Score -2.838763e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26233 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 9990 members 
Mstep: Class 11 contains 347062 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 340 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 27111 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 32663 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387612.000000 Penalty: 18180.298828
Iteration 186Q: 31 clusters Score -2.838761e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26235 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 9949 members 
Mstep: Class 11 contains 347069 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 342 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 27111 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 27878 members 
Mstep: Class 21 contains 32726 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387612.000000 Penalty: 18180.298828
Iteration 187Q: 31 clusters Score -2.838761e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4371 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26235 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 11 contains 347083 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 27113 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 27869 members 
Mstep: Class 21 contains 32787 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387662.000000 Penalty: 18180.298828
Iteration 188Q: 31 clusters Score -2.838766e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4371 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26237 members 
Mstep: Class 9 contains 2458 members 
Mstep: Class 10 contains 9881 members 
Mstep: Class 11 contains 347098 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 351 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 27116 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 27860 members 
Mstep: Class 21 contains 32835 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387722.000000 Penalty: 18180.298828
Iteration 189Q: 31 clusters Score -2.838772e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4370 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26238 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 347109 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 27121 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 27854 members 
Mstep: Class 21 contains 32883 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387750.000000 Penalty: 18180.298828
Iteration 190Q: 31 clusters Score -2.838775e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26242 members 
Mstep: Class 9 contains 2418 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 347118 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 27848 members 
Mstep: Class 21 contains 32921 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387718.000000 Penalty: 18180.298828
Iteration 191Q: 31 clusters Score -2.838772e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26244 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 9812 members 
Mstep: Class 11 contains 347124 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1760 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3840 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 32965 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387708.000000 Penalty: 18180.298828
Iteration 192Q: 31 clusters Score -2.838771e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 347138 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1757 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3835 members 
Mstep: Class 20 contains 27845 members 
Mstep: Class 21 contains 32995 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387716.000000 Penalty: 18180.298828
Iteration 193Q: 31 clusters Score -2.838772e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107971 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 9782 members 
Mstep: Class 11 contains 347148 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 3832 members 
Mstep: Class 20 contains 27843 members 
Mstep: Class 21 contains 33031 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387720.000000 Penalty: 18180.298828
Iteration 194Q: 31 clusters Score -2.838772e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 11 contains 347158 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 3827 members 
Mstep: Class 20 contains 27841 members 
Mstep: Class 21 contains 33065 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387704.000000 Penalty: 18180.298828
Iteration 195Q: 31 clusters Score -2.83877e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2333 members 
Mstep: Class 10 contains 9756 members 
Mstep: Class 11 contains 347165 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 20 contains 27837 members 
Mstep: Class 21 contains 33098 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387690.000000 Penalty: 18180.298828
Iteration 196Q: 31 clusters Score -2.838769e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 9742 members 
Mstep: Class 11 contains 347169 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1728 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3814 members 
Mstep: Class 20 contains 27836 members 
Mstep: Class 21 contains 33131 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387708.000000 Penalty: 18180.298828
Iteration 197Q: 31 clusters Score -2.838771e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 9721 members 
Mstep: Class 11 contains 347181 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3810 members 
Mstep: Class 20 contains 27834 members 
Mstep: Class 21 contains 33165 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387718.000000 Penalty: 18180.298828
Iteration 198Q: 31 clusters Score -2.838772e+07 nChanged 97
Entering ConstructFrom: 
Score: -28387718.000000 Penalty: 18180.298828
Entering ConstructFrom: 
Trying to split cluster 1 (107979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Entering Unmasked Estep 
Score: -5291031.000000 Penalty: 527.330994
	Iteration 0F: 2 clusters Score -5291031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -5218104.000000 Penalty: 1054.661987
	Iteration 0F: 3 clusters Score -5218104 nChanged 52809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -5250526.500000 Penalty: 1054.661987
	Iteration 1F: 3 clusters Score -5250526 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -5252226.500000 Penalty: 1054.661987
	Iteration 2Q: 3 clusters Score -5252226 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -5255071.500000 Penalty: 1054.661987
	Iteration 3Q: 3 clusters Score -5255072 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -5259585.000000 Penalty: 1054.661987
	Iteration 4F: 3 clusters Score -5259585 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -5265066.500000 Penalty: 1054.661987
	Iteration 5F: 3 clusters Score -5265066 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -5268787.500000 Penalty: 1054.661987
	Iteration 6F: 3 clusters Score -5268788 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -5270171.500000 Penalty: 1054.661987
	Iteration 7Q: 3 clusters Score -5270172 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -5270576.000000 Penalty: 1054.661987
	Iteration 8Q: 3 clusters Score -5270576 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -5270756.500000 Penalty: 1054.661987
	Iteration 9Q: 3 clusters Score -5270756 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -5270948.000000 Penalty: 1054.661987
	Iteration 10Q: 3 clusters Score -5270948 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -5271142.000000 Penalty: 1054.661987
	Iteration 11Q: 3 clusters Score -5271142 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -5271418.500000 Penalty: 1054.661987
	Iteration 12Q: 3 clusters Score -5271418 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -5271773.500000 Penalty: 1054.661987
	Iteration 13Q: 3 clusters Score -5271774 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -5272155.000000 Penalty: 1054.661987
	Iteration 14Q: 3 clusters Score -5272155 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -5272563.000000 Penalty: 1054.661987
	Iteration 15Q: 3 clusters Score -5272563 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -5273053.000000 Penalty: 1054.661987
	Iteration 16Q: 3 clusters Score -5273053 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -5273600.000000 Penalty: 1054.661987
	Iteration 17Q: 3 clusters Score -5273600 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -5274285.500000 Penalty: 1054.661987
	Iteration 18Q: 3 clusters Score -5274286 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -5275108.000000 Penalty: 1054.661987
	Iteration 19Q: 3 clusters Score -5275108 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -5276110.500000 Penalty: 1054.661987
	Iteration 20F: 3 clusters Score -5276110 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -5277206.500000 Penalty: 1054.661987
	Iteration 21Q: 3 clusters Score -5277206 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -5278508.000000 Penalty: 1054.661987
	Iteration 22Q: 3 clusters Score -5278508 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -5279835.000000 Penalty: 1054.661987
	Iteration 23Q: 3 clusters Score -5279835 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -5281226.500000 Penalty: 1054.661987
	Iteration 24Q: 3 clusters Score -5281226 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -5282681.500000 Penalty: 1054.661987
	Iteration 25Q: 3 clusters Score -5282682 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -5284237.000000 Penalty: 1054.661987
	Iteration 26Q: 3 clusters Score -5284237 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -5285704.500000 Penalty: 1054.661987
	Iteration 27Q: 3 clusters Score -5285704 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -5286918.500000 Penalty: 1054.661987
	Iteration 28Q: 3 clusters Score -5286918 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -5287961.000000 Penalty: 1054.661987
	Iteration 29Q: 3 clusters Score -5287961 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -5288751.000000 Penalty: 1054.661987
	Iteration 30Q: 3 clusters Score -5288751 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -5289412.500000 Penalty: 1054.661987
	Iteration 31Q: 3 clusters Score -5289412 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -5289915.500000 Penalty: 1054.661987
	Iteration 32Q: 3 clusters Score -5289916 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -5290290.000000 Penalty: 1054.661987
	Iteration 33Q: 3 clusters Score -5290290 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -5290452.000000 Penalty: 1054.661987
	Iteration 34Q: 3 clusters Score -5290452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
Score: -5290514.000000 Penalty: 1054.661987
	Iteration 35Q: 3 clusters Score -5290514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -5290536.500000 Penalty: 1054.661987
	Iteration 36Q: 3 clusters Score -5290536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 107928 members 
Entering Unmasked Estep 
Score: -5290541.000000 Penalty: 1054.661987
	Iteration 37Q: 3 clusters Score -5290541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -5290545.500000 Penalty: 1054.661987
	Iteration 38Q: 3 clusters Score -5290546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -5290557.500000 Penalty: 1054.661987
	Iteration 39Q: 3 clusters Score -5290558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -5290562.500000 Penalty: 1054.661987
	Iteration 40F: 3 clusters Score -5290562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
Score: -5290566.000000 Penalty: 1054.661987
	Iteration 41Q: 3 clusters Score -5290566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
Score: -5290566.000000 Penalty: 1054.661987
	Iteration 42F: 3 clusters Score -5290566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9316.135742 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9316.136 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 111 members 
Entering Unmasked Estep 
Score: -9013.693359 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9013.693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9073.728516 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9073.729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9084.189453 Penalty: 497.593475
	Iteration 2Q: 3 clusters Score -9084.189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9090.018555 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9090.019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9095.031250 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9095.031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9099.072266 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9099.072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9103.337891 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9103.338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9106.329102 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9106.329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9106.329102 Penalty: 497.593475
	Iteration 8F: 3 clusters Score -9106.329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -8373.165039 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -8373.165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8093.823730 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -8093.824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8158.408691 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -8158.409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8183.448730 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -8183.449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8193.321289 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -8193.321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8200.962891 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -8200.963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8203.213867 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -8203.214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8206.231445 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -8206.231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8206.231445 Penalty: 483.052338
	Iteration 7F: 3 clusters Score -8206.231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -15124.713867 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -15124.71 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 176 members 
Entering Unmasked Estep 
Score: -14722.317383 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -14722.32 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14806.605469 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -14806.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14830.170898 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -14830.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14846.970703 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -14846.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14859.542969 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -14859.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14870.899414 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -14870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14877.042969 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -14877.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14880.724609 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -14880.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14881.562500 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -14881.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14882.223633 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -14882.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14882.223633 Penalty: 532.288574
	Iteration 10F: 3 clusters Score -14882.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -212709.734375 Penalty: 381.248138
	Iteration 0F: 2 clusters Score -212709.7 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 2117 members 
Entering Unmasked Estep 
Score: -209801.312500 Penalty: 762.496277
	Iteration 0F: 3 clusters Score -209801.3 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -211037.781250 Penalty: 762.496277
	Iteration 1F: 3 clusters Score -211037.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -211418.453125 Penalty: 762.496277
	Iteration 2F: 3 clusters Score -211418.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -211810.921875 Penalty: 762.496277
	Iteration 3F: 3 clusters Score -211810.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -212147.671875 Penalty: 762.496277
	Iteration 4F: 3 clusters Score -212147.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212276.953125 Penalty: 762.496277
	Iteration 5Q: 3 clusters Score -212277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212309.671875 Penalty: 762.496277
	Iteration 6Q: 3 clusters Score -212309.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212333.515625 Penalty: 762.496277
	Iteration 7Q: 3 clusters Score -212333.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -212348.515625 Penalty: 762.496277
	Iteration 8Q: 3 clusters Score -212348.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212360.484375 Penalty: 762.496277
	Iteration 9Q: 3 clusters Score -212360.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212373.078125 Penalty: 762.496277
	Iteration 10Q: 3 clusters Score -212373.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212389.875000 Penalty: 762.496277
	Iteration 11Q: 3 clusters Score -212389.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -212400.687500 Penalty: 762.496277
	Iteration 12Q: 3 clusters Score -212400.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -212405.796875 Penalty: 762.496277
	Iteration 13Q: 3 clusters Score -212405.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212411.000000 Penalty: 762.496277
	Iteration 14Q: 3 clusters Score -212411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -212413.812500 Penalty: 762.496277
	Iteration 15Q: 3 clusters Score -212413.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212416.578125 Penalty: 762.496277
	Iteration 16Q: 3 clusters Score -212416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -212418.718750 Penalty: 762.496277
	Iteration 17Q: 3 clusters Score -212418.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -212420.484375 Penalty: 762.496277
	Iteration 18Q: 3 clusters Score -212420.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -212422.937500 Penalty: 762.496277
	Iteration 19Q: 3 clusters Score -212422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212424.781250 Penalty: 762.496277
	Iteration 20F: 3 clusters Score -212424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -212427.281250 Penalty: 762.496277
	Iteration 21Q: 3 clusters Score -212427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -212428.796875 Penalty: 762.496277
	Iteration 22Q: 3 clusters Score -212428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -212432.046875 Penalty: 762.496277
	Iteration 23Q: 3 clusters Score -212432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -212435.234375 Penalty: 762.496277
	Iteration 24Q: 3 clusters Score -212435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -212439.234375 Penalty: 762.496277
	Iteration 25Q: 3 clusters Score -212439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -212444.093750 Penalty: 762.496277
	Iteration 26Q: 3 clusters Score -212444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -212449.640625 Penalty: 762.496277
	Iteration 27Q: 3 clusters Score -212449.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -212454.578125 Penalty: 762.496277
	Iteration 28Q: 3 clusters Score -212454.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -212459.218750 Penalty: 762.496277
	Iteration 29Q: 3 clusters Score -212459.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -212461.171875 Penalty: 762.496277
	Iteration 30Q: 3 clusters Score -212461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -212464.343750 Penalty: 762.496277
	Iteration 31Q: 3 clusters Score -212464.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -212467.578125 Penalty: 762.496277
	Iteration 32Q: 3 clusters Score -212467.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -212471.671875 Penalty: 762.496277
	Iteration 33Q: 3 clusters Score -212471.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -212476.406250 Penalty: 762.496277
	Iteration 34Q: 3 clusters Score -212476.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -212486.890625 Penalty: 762.496277
	Iteration 35Q: 3 clusters Score -212486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -212490.859375 Penalty: 762.496277
	Iteration 36Q: 3 clusters Score -212490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -212491.843750 Penalty: 762.496277
	Iteration 37Q: 3 clusters Score -212491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -212492.421875 Penalty: 762.496277
	Iteration 38Q: 3 clusters Score -212492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -212492.734375 Penalty: 762.496277
	Iteration 39Q: 3 clusters Score -212492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -212492.750000 Penalty: 762.496277
	Iteration 40F: 3 clusters Score -212492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -212492.750000 Penalty: 762.496277
	Iteration 41Q: 3 clusters Score -212492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -212492.750000 Penalty: 762.496277
	Iteration 42F: 3 clusters Score -212492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -89890.039062 Penalty: 338.899170
	Iteration 0F: 2 clusters Score -89890.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -88613.226562 Penalty: 677.798340
	Iteration 0F: 3 clusters Score -88613.23 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -89027.765625 Penalty: 677.798340
	Iteration 1F: 3 clusters Score -89027.77 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -89085.406250 Penalty: 677.798340
	Iteration 2F: 3 clusters Score -89085.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -89129.242188 Penalty: 677.798340
	Iteration 3Q: 3 clusters Score -89129.24 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89163.804688 Penalty: 677.798340
	Iteration 4Q: 3 clusters Score -89163.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -89191.218750 Penalty: 677.798340
	Iteration 5Q: 3 clusters Score -89191.22 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -89218.078125 Penalty: 677.798340
	Iteration 6Q: 3 clusters Score -89218.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -89249.968750 Penalty: 677.798340
	Iteration 7Q: 3 clusters Score -89249.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89298.867188 Penalty: 677.798340
	Iteration 8Q: 3 clusters Score -89298.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89343.351562 Penalty: 677.798340
	Iteration 9Q: 3 clusters Score -89343.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89378.375000 Penalty: 677.798340
	Iteration 10Q: 3 clusters Score -89378.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89410.328125 Penalty: 677.798340
	Iteration 11Q: 3 clusters Score -89410.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89440.843750 Penalty: 677.798340
	Iteration 12Q: 3 clusters Score -89440.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89468.484375 Penalty: 677.798340
	Iteration 13Q: 3 clusters Score -89468.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89481.828125 Penalty: 677.798340
	Iteration 14Q: 3 clusters Score -89481.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89492.296875 Penalty: 677.798340
	Iteration 15Q: 3 clusters Score -89492.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89500.757812 Penalty: 677.798340
	Iteration 16Q: 3 clusters Score -89500.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89506.617188 Penalty: 677.798340
	Iteration 17Q: 3 clusters Score -89506.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89512.132812 Penalty: 677.798340
	Iteration 18Q: 3 clusters Score -89512.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89515.601562 Penalty: 677.798340
	Iteration 19Q: 3 clusters Score -89515.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89518.617188 Penalty: 677.798340
	Iteration 20F: 3 clusters Score -89518.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89521.414062 Penalty: 677.798340
	Iteration 21Q: 3 clusters Score -89521.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89524.007812 Penalty: 677.798340
	Iteration 22Q: 3 clusters Score -89524.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89528.429688 Penalty: 677.798340
	Iteration 23Q: 3 clusters Score -89528.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89534.203125 Penalty: 677.798340
	Iteration 24Q: 3 clusters Score -89534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89539.476562 Penalty: 677.798340
	Iteration 25Q: 3 clusters Score -89539.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -89541.179688 Penalty: 677.798340
	Iteration 26Q: 3 clusters Score -89541.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89542.460938 Penalty: 677.798340
	Iteration 27Q: 3 clusters Score -89542.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -89544.335938 Penalty: 677.798340
	Iteration 28Q: 3 clusters Score -89544.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89547.367188 Penalty: 677.798340
	Iteration 29Q: 3 clusters Score -89547.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89550.820312 Penalty: 677.798340
	Iteration 30Q: 3 clusters Score -89550.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89555.046875 Penalty: 677.798340
	Iteration 31Q: 3 clusters Score -89555.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89561.031250 Penalty: 677.798340
	Iteration 32Q: 3 clusters Score -89561.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -89567.515625 Penalty: 677.798340
	Iteration 33Q: 3 clusters Score -89567.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89572.945312 Penalty: 677.798340
	Iteration 34Q: 3 clusters Score -89572.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -89576.656250 Penalty: 677.798340
	Iteration 35Q: 3 clusters Score -89576.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -89578.695312 Penalty: 677.798340
	Iteration 36Q: 3 clusters Score -89578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89580.226562 Penalty: 677.798340
	Iteration 37Q: 3 clusters Score -89580.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -89581.929688 Penalty: 677.798340
	Iteration 38Q: 3 clusters Score -89581.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -89582.085938 Penalty: 677.798340
	Iteration 39Q: 3 clusters Score -89582.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -89582.085938 Penalty: 677.798340
	Iteration 40F: 3 clusters Score -89582.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -27867.783203 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -27867.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27262.919922 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -27262.92 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27487.035156 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -27487.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27580.667969 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -27580.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27639.703125 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -27639.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27692.611328 Penalty: 594.706970
	Iteration 4F: 3 clusters Score -27692.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27744.058594 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -27744.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27790.617188 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -27790.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27821.583984 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -27821.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27829.132812 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -27829.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27832.087891 Penalty: 594.706970
	Iteration 9Q: 3 clusters Score -27832.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27834.001953 Penalty: 594.706970
	Iteration 10Q: 3 clusters Score -27834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27834.001953 Penalty: 594.706970
	Iteration 11F: 3 clusters Score -27834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Entering Unmasked Estep 
Score: -1331140.750000 Penalty: 462.974731
	Iteration 0F: 2 clusters Score -1331141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1313612.625000 Penalty: 925.949463
	Iteration 0F: 3 clusters Score -1313613 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1321504.750000 Penalty: 925.949463
	Iteration 1F: 3 clusters Score -1321505 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1322725.250000 Penalty: 925.949463
	Iteration 2F: 3 clusters Score -1322725 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1324358.750000 Penalty: 925.949463
	Iteration 3F: 3 clusters Score -1324359 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1326292.250000 Penalty: 925.949463
	Iteration 4F: 3 clusters Score -1326292 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1327743.125000 Penalty: 925.949463
	Iteration 5F: 3 clusters Score -1327743 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -1328543.500000 Penalty: 925.949463
	Iteration 6Q: 3 clusters Score -1328544 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1328969.250000 Penalty: 925.949463
	Iteration 7Q: 3 clusters Score -1328969 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -1329237.875000 Penalty: 925.949463
	Iteration 8Q: 3 clusters Score -1329238 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -1329464.500000 Penalty: 925.949463
	Iteration 9Q: 3 clusters Score -1329464 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -1329674.125000 Penalty: 925.949463
	Iteration 10Q: 3 clusters Score -1329674 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -1329848.000000 Penalty: 925.949463
	Iteration 11Q: 3 clusters Score -1329848 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -1330000.125000 Penalty: 925.949463
	Iteration 12Q: 3 clusters Score -1330000 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -1330137.875000 Penalty: 925.949463
	Iteration 13Q: 3 clusters Score -1330138 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -1330255.125000 Penalty: 925.949463
	Iteration 14Q: 3 clusters Score -1330255 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -1330345.875000 Penalty: 925.949463
	Iteration 15Q: 3 clusters Score -1330346 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -1330424.875000 Penalty: 925.949463
	Iteration 16Q: 3 clusters Score -1330425 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -1330498.250000 Penalty: 925.949463
	Iteration 17Q: 3 clusters Score -1330498 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -1330591.375000 Penalty: 925.949463
	Iteration 18Q: 3 clusters Score -1330591 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -1330676.000000 Penalty: 925.949463
	Iteration 19Q: 3 clusters Score -1330676 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -1330731.250000 Penalty: 925.949463
	Iteration 20F: 3 clusters Score -1330731 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -1330773.125000 Penalty: 925.949463
	Iteration 21Q: 3 clusters Score -1330773 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -1330819.500000 Penalty: 925.949463
	Iteration 22Q: 3 clusters Score -1330820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -1330864.250000 Penalty: 925.949463
	Iteration 23Q: 3 clusters Score -1330864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -1330898.000000 Penalty: 925.949463
	Iteration 24Q: 3 clusters Score -1330898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -1330921.000000 Penalty: 925.949463
	Iteration 25Q: 3 clusters Score -1330921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -1330935.875000 Penalty: 925.949463
	Iteration 26Q: 3 clusters Score -1330936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -1330946.375000 Penalty: 925.949463
	Iteration 27Q: 3 clusters Score -1330946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -1330954.250000 Penalty: 925.949463
	Iteration 28Q: 3 clusters Score -1330954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -1330958.500000 Penalty: 925.949463
	Iteration 29Q: 3 clusters Score -1330958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -1330963.125000 Penalty: 925.949463
	Iteration 30Q: 3 clusters Score -1330963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -1330970.500000 Penalty: 925.949463
	Iteration 31Q: 3 clusters Score -1330970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -1330976.000000 Penalty: 925.949463
	Iteration 32Q: 3 clusters Score -1330976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -1330981.750000 Penalty: 925.949463
	Iteration 33Q: 3 clusters Score -1330982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -1330985.000000 Penalty: 925.949463
	Iteration 34Q: 3 clusters Score -1330985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -1330989.000000 Penalty: 925.949463
	Iteration 35Q: 3 clusters Score -1330989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -1330995.250000 Penalty: 925.949463
	Iteration 36Q: 3 clusters Score -1330995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -1330995.125000 Penalty: 925.949463
	Iteration 37Q: 3 clusters Score -1330995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -1330993.625000 Penalty: 925.949463
	Iteration 38Q: 3 clusters Score -1330994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -1330996.250000 Penalty: 925.949463
	Iteration 39Q: 3 clusters Score -1330996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -1330994.875000 Penalty: 925.949463
	Iteration 40F: 3 clusters Score -1330995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -106032.898438 Penalty: 351.842743
	Iteration 0F: 2 clusters Score -106032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -104397.757812 Penalty: 703.685486
	Iteration 0F: 3 clusters Score -104397.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -105014.429688 Penalty: 703.685486
	Iteration 1F: 3 clusters Score -105014.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -105150.218750 Penalty: 703.685486
	Iteration 2F: 3 clusters Score -105150.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -105299.765625 Penalty: 703.685486
	Iteration 3F: 3 clusters Score -105299.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -105441.414062 Penalty: 703.685486
	Iteration 4F: 3 clusters Score -105441.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105555.585938 Penalty: 703.685486
	Iteration 5F: 3 clusters Score -105555.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -105656.265625 Penalty: 703.685486
	Iteration 6F: 3 clusters Score -105656.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105730.140625 Penalty: 703.685486
	Iteration 7Q: 3 clusters Score -105730.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105786.671875 Penalty: 703.685486
	Iteration 8Q: 3 clusters Score -105786.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105808.718750 Penalty: 703.685486
	Iteration 9Q: 3 clusters Score -105808.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105815.429688 Penalty: 703.685486
	Iteration 10Q: 3 clusters Score -105815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105818.218750 Penalty: 703.685486
	Iteration 11Q: 3 clusters Score -105818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105819.609375 Penalty: 703.685486
	Iteration 12Q: 3 clusters Score -105819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105821.328125 Penalty: 703.685486
	Iteration 13Q: 3 clusters Score -105821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105822.421875 Penalty: 703.685486
	Iteration 14Q: 3 clusters Score -105822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105823.250000 Penalty: 703.685486
	Iteration 15Q: 3 clusters Score -105823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105823.640625 Penalty: 703.685486
	Iteration 16Q: 3 clusters Score -105823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105824.289062 Penalty: 703.685486
	Iteration 17Q: 3 clusters Score -105824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105824.601562 Penalty: 703.685486
	Iteration 18Q: 3 clusters Score -105824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105824.929688 Penalty: 703.685486
	Iteration 19Q: 3 clusters Score -105824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105825.312500 Penalty: 703.685486
	Iteration 20F: 3 clusters Score -105825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105825.851562 Penalty: 703.685486
	Iteration 21Q: 3 clusters Score -105825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105826.046875 Penalty: 703.685486
	Iteration 22Q: 3 clusters Score -105826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105826.046875 Penalty: 703.685486
	Iteration 23F: 3 clusters Score -105826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Entering Unmasked Estep 
Score: -444868.968750 Penalty: 417.708008
	Iteration 0F: 2 clusters Score -444869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -438423.093750 Penalty: 835.416016
	Iteration 0F: 3 clusters Score -438423.1 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -440794.843750 Penalty: 835.416016
	Iteration 1F: 3 clusters Score -440794.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -440945.812500 Penalty: 835.416016
	Iteration 2Q: 3 clusters Score -440945.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -441094.718750 Penalty: 835.416016
	Iteration 3Q: 3 clusters Score -441094.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -441258.687500 Penalty: 835.416016
	Iteration 4Q: 3 clusters Score -441258.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -441440.312500 Penalty: 835.416016
	Iteration 5Q: 3 clusters Score -441440.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -441636.031250 Penalty: 835.416016
	Iteration 6Q: 3 clusters Score -441636 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -441876.625000 Penalty: 835.416016
	Iteration 7Q: 3 clusters Score -441876.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -442139.093750 Penalty: 835.416016
	Iteration 8Q: 3 clusters Score -442139.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -442411.031250 Penalty: 835.416016
	Iteration 9Q: 3 clusters Score -442411 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -442630.218750 Penalty: 835.416016
	Iteration 10Q: 3 clusters Score -442630.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -442803.750000 Penalty: 835.416016
	Iteration 11Q: 3 clusters Score -442803.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -442975.343750 Penalty: 835.416016
	Iteration 12Q: 3 clusters Score -442975.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -443145.281250 Penalty: 835.416016
	Iteration 13Q: 3 clusters Score -443145.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -443307.906250 Penalty: 835.416016
	Iteration 14Q: 3 clusters Score -443307.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -443473.281250 Penalty: 835.416016
	Iteration 15Q: 3 clusters Score -443473.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -443611.031250 Penalty: 835.416016
	Iteration 16Q: 3 clusters Score -443611 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -443735.093750 Penalty: 835.416016
	Iteration 17Q: 3 clusters Score -443735.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -443855.937500 Penalty: 835.416016
	Iteration 18Q: 3 clusters Score -443855.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -443972.718750 Penalty: 835.416016
	Iteration 19Q: 3 clusters Score -443972.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -444110.187500 Penalty: 835.416016
	Iteration 20F: 3 clusters Score -444110.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -444246.625000 Penalty: 835.416016
	Iteration 21Q: 3 clusters Score -444246.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -444366.125000 Penalty: 835.416016
	Iteration 22Q: 3 clusters Score -444366.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -444449.062500 Penalty: 835.416016
	Iteration 23Q: 3 clusters Score -444449.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -444484.875000 Penalty: 835.416016
	Iteration 24Q: 3 clusters Score -444484.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -444502.156250 Penalty: 835.416016
	Iteration 25Q: 3 clusters Score -444502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -444509.031250 Penalty: 835.416016
	Iteration 26Q: 3 clusters Score -444509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -444511.437500 Penalty: 835.416016
	Iteration 27Q: 3 clusters Score -444511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -444511.437500 Penalty: 835.416016
	Iteration 28F: 3 clusters Score -444511.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (347186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347186 members 
Entering Unmasked Estep 
Score: -16548449.000000 Penalty: 580.471558
	Iteration 0F: 2 clusters Score -1.654845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173186 members 
Mstep: Class 2 contains 174000 members 
Entering Unmasked Estep 
Score: -16320378.000000 Penalty: 1160.943115
	Iteration 0F: 3 clusters Score -1.632038e+07 nChanged 171495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 197333 members 
Entering Unmasked Estep 
Score: -16425939.000000 Penalty: 1160.943115
	Iteration 1F: 3 clusters Score -1.642594e+07 nChanged 18848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135353 members 
Mstep: Class 2 contains 211833 members 
Entering Unmasked Estep 
Score: -16432686.000000 Penalty: 1160.943115
	Iteration 2F: 3 clusters Score -1.643269e+07 nChanged 22829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 231976 members 
Entering Unmasked Estep 
Score: -16445517.000000 Penalty: 1160.943115
	Iteration 3F: 3 clusters Score -1.644552e+07 nChanged 25692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 256292 members 
Entering Unmasked Estep 
Score: -16464906.000000 Penalty: 1160.943115
	Iteration 4F: 3 clusters Score -1.646491e+07 nChanged 24232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 279244 members 
Entering Unmasked Estep 
Score: -16486814.000000 Penalty: 1160.943115
	Iteration 5F: 3 clusters Score -1.648681e+07 nChanged 18185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 295315 members 
Entering Unmasked Estep 
Score: -16508903.000000 Penalty: 1160.943115
	Iteration 6F: 3 clusters Score -1.65089e+07 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 306808 members 
Entering Unmasked Estep 
Score: -16524082.000000 Penalty: 1160.943115
	Iteration 7Q: 3 clusters Score -1.652408e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 316840 members 
Entering Unmasked Estep 
Score: -16533370.000000 Penalty: 1160.943115
	Iteration 8Q: 3 clusters Score -1.653337e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 326295 members 
Entering Unmasked Estep 
Score: -16539428.000000 Penalty: 1160.943115
	Iteration 9Q: 3 clusters Score -1.653943e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 334796 members 
Entering Unmasked Estep 
Score: -16543760.000000 Penalty: 1160.943115
	Iteration 10Q: 3 clusters Score -1.654376e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 341221 members 
Entering Unmasked Estep 
Score: -16546394.000000 Penalty: 1160.943115
	Iteration 11Q: 3 clusters Score -1.654639e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 344977 members 
Entering Unmasked Estep 
Score: -16547505.000000 Penalty: 1160.943115
	Iteration 12Q: 3 clusters Score -1.65475e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 346453 members 
Entering Unmasked Estep 
Score: -16547780.000000 Penalty: 1160.943115
	Iteration 13Q: 3 clusters Score -1.654778e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 346919 members 
Entering Unmasked Estep 
Score: -16547807.000000 Penalty: 1160.943115
	Iteration 14Q: 3 clusters Score -1.654781e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 347051 members 
Entering Unmasked Estep 
Score: -16547899.000000 Penalty: 1160.943115
	Iteration 15Q: 3 clusters Score -1.65479e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 347084 members 
Entering Unmasked Estep 
Score: -16547940.000000 Penalty: 1160.943115
	Iteration 16Q: 3 clusters Score -1.654794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 347095 members 
Entering Unmasked Estep 
Score: -16547952.000000 Penalty: 1160.943115
	Iteration 17Q: 3 clusters Score -1.654795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 347093 members 
Entering Unmasked Estep 
Score: -16547953.000000 Penalty: 1160.943115
	Iteration 18Q: 3 clusters Score -1.654795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 347096 members 
Entering Unmasked Estep 
Score: -16547962.000000 Penalty: 1160.943115
	Iteration 19Q: 3 clusters Score -1.654796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 347101 members 
Entering Unmasked Estep 
Score: -16547983.000000 Penalty: 1160.943115
	Iteration 20F: 3 clusters Score -1.654798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 347102 members 
Entering Unmasked Estep 
Score: -16547990.000000 Penalty: 1160.943115
	Iteration 21Q: 3 clusters Score -1.654799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 347102 members 
Entering Unmasked Estep 
Score: -16547999.000000 Penalty: 1160.943115
	Iteration 22Q: 3 clusters Score -1.6548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 347105 members 
Entering Unmasked Estep 
Score: -16548005.000000 Penalty: 1160.943115
	Iteration 23Q: 3 clusters Score -1.6548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 347108 members 
Entering Unmasked Estep 
Score: -16548012.000000 Penalty: 1160.943115
	Iteration 24Q: 3 clusters Score -1.654801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 347109 members 
Entering Unmasked Estep 
Score: -16548017.000000 Penalty: 1160.943115
	Iteration 25Q: 3 clusters Score -1.654802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 347109 members 
Entering Unmasked Estep 
Score: -16548017.000000 Penalty: 1160.943115
	Iteration 26F: 3 clusters Score -1.654802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -101760.656250 Penalty: 347.625610
	Iteration 0F: 2 clusters Score -101760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100269.875000 Penalty: 695.251221
	Iteration 0F: 3 clusters Score -100269.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -100720.078125 Penalty: 695.251221
	Iteration 1F: 3 clusters Score -100720.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -100757.875000 Penalty: 695.251221
	Iteration 2F: 3 clusters Score -100757.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100786.093750 Penalty: 695.251221
	Iteration 3Q: 3 clusters Score -100786.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -100807.875000 Penalty: 695.251221
	Iteration 4Q: 3 clusters Score -100807.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -100827.539062 Penalty: 695.251221
	Iteration 5Q: 3 clusters Score -100827.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -100845.382812 Penalty: 695.251221
	Iteration 6Q: 3 clusters Score -100845.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -100863.437500 Penalty: 695.251221
	Iteration 7Q: 3 clusters Score -100863.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -100877.992188 Penalty: 695.251221
	Iteration 8Q: 3 clusters Score -100878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -100886.210938 Penalty: 695.251221
	Iteration 9Q: 3 clusters Score -100886.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -100892.601562 Penalty: 695.251221
	Iteration 10Q: 3 clusters Score -100892.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -100899.421875 Penalty: 695.251221
	Iteration 11Q: 3 clusters Score -100899.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -100914.945312 Penalty: 695.251221
	Iteration 12Q: 3 clusters Score -100914.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -100937.312500 Penalty: 695.251221
	Iteration 13Q: 3 clusters Score -100937.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -100962.359375 Penalty: 695.251221
	Iteration 14Q: 3 clusters Score -100962.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -100994.867188 Penalty: 695.251221
	Iteration 15Q: 3 clusters Score -100994.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -101041.039062 Penalty: 695.251221
	Iteration 16Q: 3 clusters Score -101041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -101091.953125 Penalty: 695.251221
	Iteration 17Q: 3 clusters Score -101092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -101155.210938 Penalty: 695.251221
	Iteration 18Q: 3 clusters Score -101155.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -101208.296875 Penalty: 695.251221
	Iteration 19Q: 3 clusters Score -101208.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -101251.304688 Penalty: 695.251221
	Iteration 20F: 3 clusters Score -101251.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -101295.171875 Penalty: 695.251221
	Iteration 21Q: 3 clusters Score -101295.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -101322.945312 Penalty: 695.251221
	Iteration 22Q: 3 clusters Score -101322.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -101361.406250 Penalty: 695.251221
	Iteration 23Q: 3 clusters Score -101361.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -101386.750000 Penalty: 695.251221
	Iteration 24Q: 3 clusters Score -101386.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -101409.289062 Penalty: 695.251221
	Iteration 25Q: 3 clusters Score -101409.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -101424.773438 Penalty: 695.251221
	Iteration 26Q: 3 clusters Score -101424.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -101435.289062 Penalty: 695.251221
	Iteration 27Q: 3 clusters Score -101435.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -101439.046875 Penalty: 695.251221
	Iteration 28Q: 3 clusters Score -101439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -101448.570312 Penalty: 695.251221
	Iteration 29Q: 3 clusters Score -101448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -101455.960938 Penalty: 695.251221
	Iteration 30Q: 3 clusters Score -101456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -101459.554688 Penalty: 695.251221
	Iteration 31Q: 3 clusters Score -101459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -101464.078125 Penalty: 695.251221
	Iteration 32Q: 3 clusters Score -101464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -101470.500000 Penalty: 695.251221
	Iteration 33Q: 3 clusters Score -101470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -101476.421875 Penalty: 695.251221
	Iteration 34Q: 3 clusters Score -101476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -101480.242188 Penalty: 695.251221
	Iteration 35Q: 3 clusters Score -101480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -101480.242188 Penalty: 695.251221
	Iteration 36F: 3 clusters Score -101480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -59445.210938 Penalty: 327.244293
	Iteration 0F: 2 clusters Score -59445.21 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 652 members 
Entering Unmasked Estep 
Score: -58473.824219 Penalty: 654.488586
	Iteration 0F: 3 clusters Score -58473.82 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -58755.367188 Penalty: 654.488586
	Iteration 1F: 3 clusters Score -58755.37 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58795.234375 Penalty: 654.488586
	Iteration 2F: 3 clusters Score -58795.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -58831.832031 Penalty: 654.488586
	Iteration 3Q: 3 clusters Score -58831.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -58853.222656 Penalty: 654.488586
	Iteration 4Q: 3 clusters Score -58853.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -58870.742188 Penalty: 654.488586
	Iteration 5Q: 3 clusters Score -58870.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58888.414062 Penalty: 654.488586
	Iteration 6Q: 3 clusters Score -58888.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -58905.394531 Penalty: 654.488586
	Iteration 7Q: 3 clusters Score -58905.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -58940.566406 Penalty: 654.488586
	Iteration 8Q: 3 clusters Score -58940.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58980.042969 Penalty: 654.488586
	Iteration 9Q: 3 clusters Score -58980.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59017.851562 Penalty: 654.488586
	Iteration 10Q: 3 clusters Score -59017.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59053.386719 Penalty: 654.488586
	Iteration 11Q: 3 clusters Score -59053.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59112.800781 Penalty: 654.488586
	Iteration 12Q: 3 clusters Score -59112.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59166.562500 Penalty: 654.488586
	Iteration 13Q: 3 clusters Score -59166.56 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59219.230469 Penalty: 654.488586
	Iteration 14Q: 3 clusters Score -59219.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59267.808594 Penalty: 654.488586
	Iteration 15Q: 3 clusters Score -59267.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -59310.410156 Penalty: 654.488586
	Iteration 16Q: 3 clusters Score -59310.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -59340.566406 Penalty: 654.488586
	Iteration 17Q: 3 clusters Score -59340.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -59365.312500 Penalty: 654.488586
	Iteration 18Q: 3 clusters Score -59365.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -59377.023438 Penalty: 654.488586
	Iteration 19Q: 3 clusters Score -59377.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -59379.593750 Penalty: 654.488586
	Iteration 20F: 3 clusters Score -59379.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -59380.726562 Penalty: 654.488586
	Iteration 21Q: 3 clusters Score -59380.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -59380.726562 Penalty: 654.488586
	Iteration 22F: 3 clusters Score -59380.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -15652.197266 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -15652.2 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 196 members 
Entering Unmasked Estep 
Score: -15245.377930 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15245.38 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15344.174805 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15344.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15357.837891 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15357.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15365.114258 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15365.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15371.847656 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15371.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15377.506836 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15377.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15385.652344 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15385.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15389.908203 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15389.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15392.468750 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15392.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15395.046875 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15395.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15396.625000 Penalty: 538.619324
	Iteration 10Q: 3 clusters Score -15396.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15397.769531 Penalty: 538.619324
	Iteration 11Q: 3 clusters Score -15397.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15398.842773 Penalty: 538.619324
	Iteration 12Q: 3 clusters Score -15398.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15399.215820 Penalty: 538.619324
	Iteration 13Q: 3 clusters Score -15399.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15399.215820 Penalty: 538.619324
	Iteration 14F: 3 clusters Score -15399.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -8643.430664 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -8643.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8378.337891 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8378.338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8425.668945 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8425.669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8441.358398 Penalty: 476.030884
	Iteration 2Q: 3 clusters Score -8441.358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8449.337891 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -8449.338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8460.145508 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -8460.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8465.120117 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -8465.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8466.210938 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -8466.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8466.210938 Penalty: 476.030884
	Iteration 7F: 3 clusters Score -8466.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -21118.673828 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -21118.67 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 243 members 
Entering Unmasked Estep 
Score: -20658.763672 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -20658.76 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20754.845703 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -20754.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20796.025391 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -20796.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20820.167969 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -20820.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20842.673828 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -20842.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20875.072266 Penalty: 562.003906
	Iteration 5F: 3 clusters Score -20875.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20897.140625 Penalty: 562.003906
	Iteration 6F: 3 clusters Score -20897.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20910.890625 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -20910.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20929.072266 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -20929.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20942.000000 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -20942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20951.812500 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -20951.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20961.558594 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -20961.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20970.820312 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -20970.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20978.230469 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -20978.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20984.943359 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -20984.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20985.507812 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -20985.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20985.507812 Penalty: 562.003906
	Iteration 16F: 3 clusters Score -20985.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -83049.195312 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -83049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -81797.421875 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -81797.42 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -82207.296875 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -82207.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -82279.562500 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -82279.56 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -82355.679688 Penalty: 677.692322
	Iteration 3F: 3 clusters Score -82355.68 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -82437.625000 Penalty: 677.692322
	Iteration 4F: 3 clusters Score -82437.62 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -82552.687500 Penalty: 677.692322
	Iteration 5F: 3 clusters Score -82552.69 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -82639.562500 Penalty: 677.692322
	Iteration 6F: 3 clusters Score -82639.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -82695.359375 Penalty: 677.692322
	Iteration 7Q: 3 clusters Score -82695.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -82722.609375 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -82722.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -82743.820312 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -82743.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -82758.500000 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -82758.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -82770.304688 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -82770.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -82779.382812 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -82779.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -82785.554688 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -82785.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -82789.937500 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -82789.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -82792.804688 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -82792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -82794.750000 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -82794.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -82796.195312 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -82796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -82798.703125 Penalty: 677.692322
	Iteration 18Q: 3 clusters Score -82798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -82800.656250 Penalty: 677.692322
	Iteration 19Q: 3 clusters Score -82800.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -82801.781250 Penalty: 677.692322
	Iteration 20F: 3 clusters Score -82801.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -82802.171875 Penalty: 677.692322
	Iteration 21Q: 3 clusters Score -82802.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -82802.593750 Penalty: 677.692322
	Iteration 22Q: 3 clusters Score -82802.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -82803.179688 Penalty: 677.692322
	Iteration 23Q: 3 clusters Score -82803.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -82804.171875 Penalty: 677.692322
	Iteration 24Q: 3 clusters Score -82804.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -82804.281250 Penalty: 677.692322
	Iteration 25Q: 3 clusters Score -82804.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -82804.281250 Penalty: 677.692322
	Iteration 26F: 3 clusters Score -82804.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Entering Unmasked Estep 
Score: -1372151.375000 Penalty: 464.473602
	Iteration 0F: 2 clusters Score -1372151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1354096.250000 Penalty: 928.947205
	Iteration 0F: 3 clusters Score -1354096 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1362608.625000 Penalty: 928.947205
	Iteration 1F: 3 clusters Score -1362609 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1364079.500000 Penalty: 928.947205
	Iteration 2F: 3 clusters Score -1364080 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1366057.625000 Penalty: 928.947205
	Iteration 3F: 3 clusters Score -1366058 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1367945.250000 Penalty: 928.947205
	Iteration 4F: 3 clusters Score -1367945 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -1369242.750000 Penalty: 928.947205
	Iteration 5F: 3 clusters Score -1369243 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -1369887.875000 Penalty: 928.947205
	Iteration 6Q: 3 clusters Score -1369888 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -1370182.750000 Penalty: 928.947205
	Iteration 7Q: 3 clusters Score -1370183 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -1370365.125000 Penalty: 928.947205
	Iteration 8Q: 3 clusters Score -1370365 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1370506.750000 Penalty: 928.947205
	Iteration 9Q: 3 clusters Score -1370507 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -1370650.125000 Penalty: 928.947205
	Iteration 10Q: 3 clusters Score -1370650 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -1370757.250000 Penalty: 928.947205
	Iteration 11Q: 3 clusters Score -1370757 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -1370861.375000 Penalty: 928.947205
	Iteration 12Q: 3 clusters Score -1370861 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -1370976.750000 Penalty: 928.947205
	Iteration 13Q: 3 clusters Score -1370977 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -1371074.000000 Penalty: 928.947205
	Iteration 14Q: 3 clusters Score -1371074 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -1371182.500000 Penalty: 928.947205
	Iteration 15Q: 3 clusters Score -1371182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -1371277.875000 Penalty: 928.947205
	Iteration 16Q: 3 clusters Score -1371278 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -1371344.250000 Penalty: 928.947205
	Iteration 17Q: 3 clusters Score -1371344 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -1371418.000000 Penalty: 928.947205
	Iteration 18Q: 3 clusters Score -1371418 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -1371476.375000 Penalty: 928.947205
	Iteration 19Q: 3 clusters Score -1371476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -1371525.500000 Penalty: 928.947205
	Iteration 20F: 3 clusters Score -1371526 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -1371570.625000 Penalty: 928.947205
	Iteration 21Q: 3 clusters Score -1371571 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -1371601.000000 Penalty: 928.947205
	Iteration 22Q: 3 clusters Score -1371601 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -1371645.000000 Penalty: 928.947205
	Iteration 23Q: 3 clusters Score -1371645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -1371697.875000 Penalty: 928.947205
	Iteration 24Q: 3 clusters Score -1371698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1371732.125000 Penalty: 928.947205
	Iteration 25Q: 3 clusters Score -1371732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -1371754.000000 Penalty: 928.947205
	Iteration 26Q: 3 clusters Score -1371754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -1371784.875000 Penalty: 928.947205
	Iteration 27Q: 3 clusters Score -1371785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -1371814.000000 Penalty: 928.947205
	Iteration 28Q: 3 clusters Score -1371814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1371831.500000 Penalty: 928.947205
	Iteration 29Q: 3 clusters Score -1371832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -1371851.000000 Penalty: 928.947205
	Iteration 30Q: 3 clusters Score -1371851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -1371857.875000 Penalty: 928.947205
	Iteration 31Q: 3 clusters Score -1371858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -1371870.875000 Penalty: 928.947205
	Iteration 32Q: 3 clusters Score -1371871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -1371873.500000 Penalty: 928.947205
	Iteration 33Q: 3 clusters Score -1371874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -1371876.875000 Penalty: 928.947205
	Iteration 34Q: 3 clusters Score -1371877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -1371881.000000 Penalty: 928.947205
	Iteration 35Q: 3 clusters Score -1371881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -1371881.875000 Penalty: 928.947205
	Iteration 36Q: 3 clusters Score -1371882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -1371882.625000 Penalty: 928.947205
	Iteration 37Q: 3 clusters Score -1371883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -1371882.125000 Penalty: 928.947205
	Iteration 38Q: 3 clusters Score -1371882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -1371885.000000 Penalty: 928.947205
	Iteration 39Q: 3 clusters Score -1371885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -1371884.000000 Penalty: 928.947205
	Iteration 40F: 3 clusters Score -1371884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -1371884.500000 Penalty: 928.947205
	Iteration 41Q: 3 clusters Score -1371884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -1371884.500000 Penalty: 928.947205
	Iteration 42F: 3 clusters Score -1371884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -169561.468750 Penalty: 375.081329
	Iteration 0F: 2 clusters Score -169561.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -166895.765625 Penalty: 750.162659
	Iteration 0F: 3 clusters Score -166895.8 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -167843.281250 Penalty: 750.162659
	Iteration 1F: 3 clusters Score -167843.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -167941.906250 Penalty: 750.162659
	Iteration 2F: 3 clusters Score -167941.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -168071.812500 Penalty: 750.162659
	Iteration 3F: 3 clusters Score -168071.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -168242.390625 Penalty: 750.162659
	Iteration 4F: 3 clusters Score -168242.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -168469.625000 Penalty: 750.162659
	Iteration 5F: 3 clusters Score -168469.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -168746.562500 Penalty: 750.162659
	Iteration 6F: 3 clusters Score -168746.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -169009.031250 Penalty: 750.162659
	Iteration 7F: 3 clusters Score -169009 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -169195.468750 Penalty: 750.162659
	Iteration 8F: 3 clusters Score -169195.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -169335.031250 Penalty: 750.162659
	Iteration 9Q: 3 clusters Score -169335 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -169404.015625 Penalty: 750.162659
	Iteration 10Q: 3 clusters Score -169404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -169425.250000 Penalty: 750.162659
	Iteration 11Q: 3 clusters Score -169425.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -169435.531250 Penalty: 750.162659
	Iteration 12Q: 3 clusters Score -169435.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -169439.859375 Penalty: 750.162659
	Iteration 13Q: 3 clusters Score -169439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -169443.000000 Penalty: 750.162659
	Iteration 14Q: 3 clusters Score -169443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -169447.250000 Penalty: 750.162659
	Iteration 15Q: 3 clusters Score -169447.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -169452.281250 Penalty: 750.162659
	Iteration 16Q: 3 clusters Score -169452.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -169455.421875 Penalty: 750.162659
	Iteration 17Q: 3 clusters Score -169455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -169457.765625 Penalty: 750.162659
	Iteration 18Q: 3 clusters Score -169457.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -169459.531250 Penalty: 750.162659
	Iteration 19Q: 3 clusters Score -169459.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -169461.421875 Penalty: 750.162659
	Iteration 20F: 3 clusters Score -169461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -169465.562500 Penalty: 750.162659
	Iteration 21Q: 3 clusters Score -169465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -169466.468750 Penalty: 750.162659
	Iteration 22Q: 3 clusters Score -169466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -169467.218750 Penalty: 750.162659
	Iteration 23Q: 3 clusters Score -169467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -169468.312500 Penalty: 750.162659
	Iteration 24Q: 3 clusters Score -169468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -169468.828125 Penalty: 750.162659
	Iteration 25Q: 3 clusters Score -169468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -169469.453125 Penalty: 750.162659
	Iteration 26Q: 3 clusters Score -169469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -169469.765625 Penalty: 750.162659
	Iteration 27Q: 3 clusters Score -169469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -169469.625000 Penalty: 750.162659
	Iteration 28Q: 3 clusters Score -169469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -169469.921875 Penalty: 750.162659
	Iteration 29Q: 3 clusters Score -169469.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -169471.625000 Penalty: 750.162659
	Iteration 30Q: 3 clusters Score -169471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -169472.093750 Penalty: 750.162659
	Iteration 31Q: 3 clusters Score -169472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -169471.921875 Penalty: 750.162659
	Iteration 32Q: 3 clusters Score -169471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -169472.343750 Penalty: 750.162659
	Iteration 33Q: 3 clusters Score -169472.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -169472.343750 Penalty: 750.162659
	Iteration 34F: 3 clusters Score -169472.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Entering Unmasked Estep 
Score: -1423963.500000 Penalty: 465.647614
	Iteration 0F: 2 clusters Score -1423964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1405334.750000 Penalty: 931.295227
	Iteration 0F: 3 clusters Score -1405335 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1413068.625000 Penalty: 931.295227
	Iteration 1F: 3 clusters Score -1413069 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1413284.625000 Penalty: 931.295227
	Iteration 2Q: 3 clusters Score -1413285 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1413531.875000 Penalty: 931.295227
	Iteration 3Q: 3 clusters Score -1413532 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1413947.125000 Penalty: 931.295227
	Iteration 4Q: 3 clusters Score -1413947 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1414661.625000 Penalty: 931.295227
	Iteration 5Q: 3 clusters Score -1414662 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1415838.625000 Penalty: 931.295227
	Iteration 6F: 3 clusters Score -1415839 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1417578.500000 Penalty: 931.295227
	Iteration 7F: 3 clusters Score -1417578 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1419194.750000 Penalty: 931.295227
	Iteration 8F: 3 clusters Score -1419195 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1419992.875000 Penalty: 931.295227
	Iteration 9F: 3 clusters Score -1419993 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1420334.250000 Penalty: 931.295227
	Iteration 10Q: 3 clusters Score -1420334 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1420586.000000 Penalty: 931.295227
	Iteration 11Q: 3 clusters Score -1420586 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1420810.500000 Penalty: 931.295227
	Iteration 12Q: 3 clusters Score -1420810 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -1421007.875000 Penalty: 931.295227
	Iteration 13Q: 3 clusters Score -1421008 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1421225.000000 Penalty: 931.295227
	Iteration 14Q: 3 clusters Score -1421225 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -1421428.250000 Penalty: 931.295227
	Iteration 15Q: 3 clusters Score -1421428 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1421646.875000 Penalty: 931.295227
	Iteration 16Q: 3 clusters Score -1421647 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -1421855.500000 Penalty: 931.295227
	Iteration 17Q: 3 clusters Score -1421856 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -1422021.500000 Penalty: 931.295227
	Iteration 18Q: 3 clusters Score -1422022 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -1422164.625000 Penalty: 931.295227
	Iteration 19Q: 3 clusters Score -1422165 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -1422298.250000 Penalty: 931.295227
	Iteration 20F: 3 clusters Score -1422298 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -1422444.625000 Penalty: 931.295227
	Iteration 21Q: 3 clusters Score -1422445 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -1422578.250000 Penalty: 931.295227
	Iteration 22Q: 3 clusters Score -1422578 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -1422690.250000 Penalty: 931.295227
	Iteration 23Q: 3 clusters Score -1422690 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -1422780.625000 Penalty: 931.295227
	Iteration 24Q: 3 clusters Score -1422781 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -1422880.375000 Penalty: 931.295227
	Iteration 25Q: 3 clusters Score -1422880 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -1422963.625000 Penalty: 931.295227
	Iteration 26Q: 3 clusters Score -1422964 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1423012.875000 Penalty: 931.295227
	Iteration 27Q: 3 clusters Score -1423013 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -1423064.375000 Penalty: 931.295227
	Iteration 28Q: 3 clusters Score -1423064 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -1423107.375000 Penalty: 931.295227
	Iteration 29Q: 3 clusters Score -1423107 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -1423151.125000 Penalty: 931.295227
	Iteration 30Q: 3 clusters Score -1423151 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1423194.000000 Penalty: 931.295227
	Iteration 31Q: 3 clusters Score -1423194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -1423238.000000 Penalty: 931.295227
	Iteration 32Q: 3 clusters Score -1423238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -1423263.375000 Penalty: 931.295227
	Iteration 33Q: 3 clusters Score -1423263 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -1423300.875000 Penalty: 931.295227
	Iteration 34Q: 3 clusters Score -1423301 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -1423323.000000 Penalty: 931.295227
	Iteration 35Q: 3 clusters Score -1423323 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -1423354.250000 Penalty: 931.295227
	Iteration 36Q: 3 clusters Score -1423354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -1423380.375000 Penalty: 931.295227
	Iteration 37Q: 3 clusters Score -1423380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -1423400.750000 Penalty: 931.295227
	Iteration 38Q: 3 clusters Score -1423401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -1423430.500000 Penalty: 931.295227
	Iteration 39Q: 3 clusters Score -1423430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -1423463.750000 Penalty: 931.295227
	Iteration 40F: 3 clusters Score -1423464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -1423490.125000 Penalty: 931.295227
	Iteration 41Q: 3 clusters Score -1423490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -1423498.250000 Penalty: 931.295227
	Iteration 42Q: 3 clusters Score -1423498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -1423508.250000 Penalty: 931.295227
	Iteration 43Q: 3 clusters Score -1423508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -1423515.000000 Penalty: 931.295227
	Iteration 44Q: 3 clusters Score -1423515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -1423522.250000 Penalty: 931.295227
	Iteration 45Q: 3 clusters Score -1423522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -1423530.125000 Penalty: 931.295227
	Iteration 46Q: 3 clusters Score -1423530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -1423537.000000 Penalty: 931.295227
	Iteration 47Q: 3 clusters Score -1423537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -1423541.500000 Penalty: 931.295227
	Iteration 48Q: 3 clusters Score -1423542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1423550.375000 Penalty: 931.295227
	Iteration 49Q: 3 clusters Score -1423550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -1423555.375000 Penalty: 931.295227
	Iteration 50Q: 3 clusters Score -1423555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -1423555.625000 Penalty: 931.295227
	Iteration 51Q: 3 clusters Score -1423556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -1423554.750000 Penalty: 931.295227
	Iteration 52Q: 3 clusters Score -1423555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -1423554.875000 Penalty: 931.295227
	Iteration 53Q: 3 clusters Score -1423555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -1423559.875000 Penalty: 931.295227
	Iteration 54Q: 3 clusters Score -1423560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -1423564.000000 Penalty: 931.295227
	Iteration 55Q: 3 clusters Score -1423564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -1423563.500000 Penalty: 931.295227
	Iteration 56Q: 3 clusters Score -1423564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -1423567.500000 Penalty: 931.295227
	Iteration 57Q: 3 clusters Score -1423568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -1423569.875000 Penalty: 931.295227
	Iteration 58Q: 3 clusters Score -1423570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -1423569.625000 Penalty: 931.295227
	Iteration 59Q: 3 clusters Score -1423570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -1423569.875000 Penalty: 931.295227
	Iteration 60F: 3 clusters Score -1423570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -1423570.375000 Penalty: 931.295227
	Iteration 61Q: 3 clusters Score -1423570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -1423569.250000 Penalty: 931.295227
	Iteration 62Q: 3 clusters Score -1423569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -1423571.000000 Penalty: 931.295227
	Iteration 63Q: 3 clusters Score -1423571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -1423571.625000 Penalty: 931.295227
	Iteration 64Q: 3 clusters Score -1423572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -1423571.375000 Penalty: 931.295227
	Iteration 65Q: 3 clusters Score -1423571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -1423571.375000 Penalty: 931.295227
	Iteration 66Q: 3 clusters Score -1423571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -1423572.125000 Penalty: 931.295227
	Iteration 67Q: 3 clusters Score -1423572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -1423572.125000 Penalty: 931.295227
	Iteration 68Q: 3 clusters Score -1423572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -1423571.125000 Penalty: 931.295227
	Iteration 69Q: 3 clusters Score -1423571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -1423572.250000 Penalty: 931.295227
	Iteration 70Q: 3 clusters Score -1423572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -1423572.375000 Penalty: 931.295227
	Iteration 71Q: 3 clusters Score -1423572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -1423572.750000 Penalty: 931.295227
	Iteration 72Q: 3 clusters Score -1423573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1423572.500000 Penalty: 931.295227
	Iteration 73Q: 3 clusters Score -1423572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -1423571.625000 Penalty: 931.295227
	Iteration 74Q: 3 clusters Score -1423572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -1423571.625000 Penalty: 931.295227
	Iteration 75F: 3 clusters Score -1423572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Entering Unmasked Estep 
Score: -1546220.375000 Penalty: 473.662018
	Iteration 0F: 2 clusters Score -1546220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1524150.250000 Penalty: 947.324036
	Iteration 0F: 3 clusters Score -1524150 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1533567.250000 Penalty: 947.324036
	Iteration 1F: 3 clusters Score -1533567 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1534173.000000 Penalty: 947.324036
	Iteration 2Q: 3 clusters Score -1534173 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1535130.500000 Penalty: 947.324036
	Iteration 3F: 3 clusters Score -1535130 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -1536605.500000 Penalty: 947.324036
	Iteration 4F: 3 clusters Score -1536606 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -1538606.125000 Penalty: 947.324036
	Iteration 5F: 3 clusters Score -1538606 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -1540514.750000 Penalty: 947.324036
	Iteration 6F: 3 clusters Score -1540515 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -1541865.125000 Penalty: 947.324036
	Iteration 7Q: 3 clusters Score -1541865 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -1542693.875000 Penalty: 947.324036
	Iteration 8Q: 3 clusters Score -1542694 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -1543324.125000 Penalty: 947.324036
	Iteration 9Q: 3 clusters Score -1543324 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -1543881.750000 Penalty: 947.324036
	Iteration 10Q: 3 clusters Score -1543882 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -1544378.750000 Penalty: 947.324036
	Iteration 11Q: 3 clusters Score -1544379 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -1544791.875000 Penalty: 947.324036
	Iteration 12Q: 3 clusters Score -1544792 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -1545105.750000 Penalty: 947.324036
	Iteration 13Q: 3 clusters Score -1545106 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -1545360.250000 Penalty: 947.324036
	Iteration 14Q: 3 clusters Score -1545360 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -1545550.125000 Penalty: 947.324036
	Iteration 15Q: 3 clusters Score -1545550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -1545666.500000 Penalty: 947.324036
	Iteration 16Q: 3 clusters Score -1545666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -1545735.750000 Penalty: 947.324036
	Iteration 17Q: 3 clusters Score -1545736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -1545786.875000 Penalty: 947.324036
	Iteration 18Q: 3 clusters Score -1545787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -1545810.000000 Penalty: 947.324036
	Iteration 19Q: 3 clusters Score -1545810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -1545823.250000 Penalty: 947.324036
	Iteration 20F: 3 clusters Score -1545823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -1545829.625000 Penalty: 947.324036
	Iteration 21Q: 3 clusters Score -1545830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -1545832.750000 Penalty: 947.324036
	Iteration 22Q: 3 clusters Score -1545833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -1545835.375000 Penalty: 947.324036
	Iteration 23Q: 3 clusters Score -1545835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -1545836.000000 Penalty: 947.324036
	Iteration 24Q: 3 clusters Score -1545836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -1545837.250000 Penalty: 947.324036
	Iteration 25Q: 3 clusters Score -1545837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -1545838.875000 Penalty: 947.324036
	Iteration 26Q: 3 clusters Score -1545839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -1545842.000000 Penalty: 947.324036
	Iteration 27Q: 3 clusters Score -1545842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -1545843.625000 Penalty: 947.324036
	Iteration 28Q: 3 clusters Score -1545844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -1545844.375000 Penalty: 947.324036
	Iteration 29Q: 3 clusters Score -1545844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -1545843.500000 Penalty: 947.324036
	Iteration 30Q: 3 clusters Score -1545844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -1545843.500000 Penalty: 947.324036
	Iteration 31F: 3 clusters Score -1545844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -110603.281250 Penalty: 348.791779
	Iteration 0F: 2 clusters Score -110603.3 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 1033 members 
Entering Unmasked Estep 
Score: -109102.578125 Penalty: 697.583557
	Iteration 0F: 3 clusters Score -109102.6 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -109590.304688 Penalty: 697.583557
	Iteration 1F: 3 clusters Score -109590.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -109678.734375 Penalty: 697.583557
	Iteration 2F: 3 clusters Score -109678.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -109766.625000 Penalty: 697.583557
	Iteration 3F: 3 clusters Score -109766.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -109834.367188 Penalty: 697.583557
	Iteration 4Q: 3 clusters Score -109834.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -109910.210938 Penalty: 697.583557
	Iteration 5Q: 3 clusters Score -109910.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -109989.523438 Penalty: 697.583557
	Iteration 6F: 3 clusters Score -109989.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -110080.625000 Penalty: 697.583557
	Iteration 7F: 3 clusters Score -110080.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -110142.507812 Penalty: 697.583557
	Iteration 8Q: 3 clusters Score -110142.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110167.226562 Penalty: 697.583557
	Iteration 9Q: 3 clusters Score -110167.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -110182.203125 Penalty: 697.583557
	Iteration 10Q: 3 clusters Score -110182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -110190.367188 Penalty: 697.583557
	Iteration 11Q: 3 clusters Score -110190.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110197.429688 Penalty: 697.583557
	Iteration 12Q: 3 clusters Score -110197.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -110201.171875 Penalty: 697.583557
	Iteration 13Q: 3 clusters Score -110201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -110202.093750 Penalty: 697.583557
	Iteration 14Q: 3 clusters Score -110202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -110202.742188 Penalty: 697.583557
	Iteration 15Q: 3 clusters Score -110202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -110202.804688 Penalty: 697.583557
	Iteration 16Q: 3 clusters Score -110202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -110203.382812 Penalty: 697.583557
	Iteration 17Q: 3 clusters Score -110203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -110203.656250 Penalty: 697.583557
	Iteration 18Q: 3 clusters Score -110203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -110204.218750 Penalty: 697.583557
	Iteration 19Q: 3 clusters Score -110204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -110204.867188 Penalty: 697.583557
	Iteration 20F: 3 clusters Score -110204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -110205.843750 Penalty: 697.583557
	Iteration 21Q: 3 clusters Score -110205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -110206.242188 Penalty: 697.583557
	Iteration 22Q: 3 clusters Score -110206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -110206.210938 Penalty: 697.583557
	Iteration 23Q: 3 clusters Score -110206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -110206.210938 Penalty: 697.583557
	Iteration 24F: 3 clusters Score -110206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -20143.894531 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -20143.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19669.554688 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -19669.55 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19795.285156 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -19795.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19851.632812 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -19851.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19888.271484 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -19888.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19908.962891 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -19908.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19923.693359 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -19923.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19931.960938 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -19931.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19944.050781 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -19944.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19957.308594 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -19957.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19969.183594 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -19969.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19977.382812 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -19977.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19988.419922 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -19988.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19991.005859 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -19991.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19994.939453 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -19994.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20002.261719 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -20002.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20003.732422 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -20003.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20008.404297 Penalty: 563.876404
	Iteration 16Q: 3 clusters Score -20008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20011.628906 Penalty: 563.876404
	Iteration 17Q: 3 clusters Score -20011.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20013.125000 Penalty: 563.876404
	Iteration 18Q: 3 clusters Score -20013.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20014.173828 Penalty: 563.876404
	Iteration 19Q: 3 clusters Score -20014.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20014.982422 Penalty: 563.876404
	Iteration 20F: 3 clusters Score -20014.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5078.284180 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5078.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4850.477051 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -4850.477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4902.404297 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -4902.404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5021.977051 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5021.977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5052.171387 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -5052.171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5072.857422 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5072.857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5080.140137 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5080.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5080.140137 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -5080.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 347186 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 372 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 27834 members 
Mstep: Class 21 contains 33195 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 29 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 104 members 
Entering Unmasked Estep 
Score: -28387360.000000 Penalty: 18786.308594
Splitting cluster 24 changes total score from -28387718.000000 to -28387360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -10879.072266 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10879.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10521.319336 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10521.32 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10583.611328 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10583.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10620.332031 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10620.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10649.583008 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -10649.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10674.497070 Penalty: 515.644836
	Iteration 4F: 3 clusters Score -10674.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10714.350586 Penalty: 515.644836
	Iteration 5F: 3 clusters Score -10714.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10766.499023 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10766.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10951.447266 Penalty: 515.644836
	Iteration 7F: 3 clusters Score -10951.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11045.223633 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -11045.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11071.215820 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -11071.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11079.882812 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -11079.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11079.882812 Penalty: 515.644836
	Iteration 11F: 3 clusters Score -11079.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 347186 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 372 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 27834 members 
Mstep: Class 21 contains 33195 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 159 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 130 members 
Entering Unmasked Estep 
Score: -28387602.000000 Penalty: 18786.308594
Splitting cluster 25 changes total score from -28387718.000000 to -28387602.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -109544.289062 Penalty: 352.279297
	Iteration 0F: 2 clusters Score -109544.3 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 1203 members 
Entering Unmasked Estep 
Score: -107910.492188 Penalty: 704.558594
	Iteration 0F: 3 clusters Score -107910.5 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -108554.554688 Penalty: 704.558594
	Iteration 1F: 3 clusters Score -108554.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -108696.843750 Penalty: 704.558594
	Iteration 2F: 3 clusters Score -108696.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -108823.195312 Penalty: 704.558594
	Iteration 3F: 3 clusters Score -108823.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -108926.359375 Penalty: 704.558594
	Iteration 4F: 3 clusters Score -108926.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -108998.796875 Penalty: 704.558594
	Iteration 5F: 3 clusters Score -108998.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -109039.421875 Penalty: 704.558594
	Iteration 6Q: 3 clusters Score -109039.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -109073.687500 Penalty: 704.558594
	Iteration 7Q: 3 clusters Score -109073.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -109094.218750 Penalty: 704.558594
	Iteration 8Q: 3 clusters Score -109094.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -109111.007812 Penalty: 704.558594
	Iteration 9Q: 3 clusters Score -109111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -109118.898438 Penalty: 704.558594
	Iteration 10Q: 3 clusters Score -109118.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -109123.921875 Penalty: 704.558594
	Iteration 11Q: 3 clusters Score -109123.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -109129.085938 Penalty: 704.558594
	Iteration 12Q: 3 clusters Score -109129.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -109133.695312 Penalty: 704.558594
	Iteration 13Q: 3 clusters Score -109133.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -109138.804688 Penalty: 704.558594
	Iteration 14Q: 3 clusters Score -109138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109142.382812 Penalty: 704.558594
	Iteration 15Q: 3 clusters Score -109142.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -109144.820312 Penalty: 704.558594
	Iteration 16Q: 3 clusters Score -109144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -109146.476562 Penalty: 704.558594
	Iteration 17Q: 3 clusters Score -109146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -109146.781250 Penalty: 704.558594
	Iteration 18Q: 3 clusters Score -109146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -109147.226562 Penalty: 704.558594
	Iteration 19Q: 3 clusters Score -109147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -109147.914062 Penalty: 704.558594
	Iteration 20F: 3 clusters Score -109147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -109148.226562 Penalty: 704.558594
	Iteration 21Q: 3 clusters Score -109148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -109148.609375 Penalty: 704.558594
	Iteration 22Q: 3 clusters Score -109148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -109149.023438 Penalty: 704.558594
	Iteration 23Q: 3 clusters Score -109149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -109149.296875 Penalty: 704.558594
	Iteration 24Q: 3 clusters Score -109149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -109149.414062 Penalty: 704.558594
	Iteration 25Q: 3 clusters Score -109149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -109149.460938 Penalty: 704.558594
	Iteration 26Q: 3 clusters Score -109149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109149.523438 Penalty: 704.558594
	Iteration 27Q: 3 clusters Score -109149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109149.523438 Penalty: 704.558594
	Iteration 28F: 3 clusters Score -109149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -59865.933594 Penalty: 327.483307
	Iteration 0F: 2 clusters Score -59865.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -58844.195312 Penalty: 654.966614
	Iteration 0F: 3 clusters Score -58844.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -59207.289062 Penalty: 654.966614
	Iteration 1F: 3 clusters Score -59207.29 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59305.937500 Penalty: 654.966614
	Iteration 2F: 3 clusters Score -59305.94 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59372.988281 Penalty: 654.966614
	Iteration 3F: 3 clusters Score -59372.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -59434.757812 Penalty: 654.966614
	Iteration 4F: 3 clusters Score -59434.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59471.777344 Penalty: 654.966614
	Iteration 5Q: 3 clusters Score -59471.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -59494.421875 Penalty: 654.966614
	Iteration 6Q: 3 clusters Score -59494.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -59507.710938 Penalty: 654.966614
	Iteration 7Q: 3 clusters Score -59507.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -59515.289062 Penalty: 654.966614
	Iteration 8Q: 3 clusters Score -59515.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59521.007812 Penalty: 654.966614
	Iteration 9Q: 3 clusters Score -59521.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59525.699219 Penalty: 654.966614
	Iteration 10Q: 3 clusters Score -59525.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -59530.117188 Penalty: 654.966614
	Iteration 11Q: 3 clusters Score -59530.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59531.027344 Penalty: 654.966614
	Iteration 12Q: 3 clusters Score -59531.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59531.847656 Penalty: 654.966614
	Iteration 13Q: 3 clusters Score -59531.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59532.386719 Penalty: 654.966614
	Iteration 14Q: 3 clusters Score -59532.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59533.097656 Penalty: 654.966614
	Iteration 15Q: 3 clusters Score -59533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59533.097656 Penalty: 654.966614
	Iteration 16F: 3 clusters Score -59533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -113819.500000 Penalty: 353.043030
	Iteration 0F: 2 clusters Score -113819.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -112150.664062 Penalty: 706.086060
	Iteration 0F: 3 clusters Score -112150.7 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -112705.000000 Penalty: 706.086060
	Iteration 1F: 3 clusters Score -112705 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -112781.398438 Penalty: 706.086060
	Iteration 2F: 3 clusters Score -112781.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -112870.687500 Penalty: 706.086060
	Iteration 3F: 3 clusters Score -112870.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -112961.890625 Penalty: 706.086060
	Iteration 4F: 3 clusters Score -112961.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -113026.382812 Penalty: 706.086060
	Iteration 5Q: 3 clusters Score -113026.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -113098.929688 Penalty: 706.086060
	Iteration 6Q: 3 clusters Score -113098.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113174.015625 Penalty: 706.086060
	Iteration 7Q: 3 clusters Score -113174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113247.984375 Penalty: 706.086060
	Iteration 8Q: 3 clusters Score -113248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113319.625000 Penalty: 706.086060
	Iteration 9Q: 3 clusters Score -113319.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113364.656250 Penalty: 706.086060
	Iteration 10Q: 3 clusters Score -113364.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113389.132812 Penalty: 706.086060
	Iteration 11Q: 3 clusters Score -113389.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113407.070312 Penalty: 706.086060
	Iteration 12Q: 3 clusters Score -113407.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113416.789062 Penalty: 706.086060
	Iteration 13Q: 3 clusters Score -113416.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113421.429688 Penalty: 706.086060
	Iteration 14Q: 3 clusters Score -113421.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113426.484375 Penalty: 706.086060
	Iteration 15Q: 3 clusters Score -113426.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -113428.789062 Penalty: 706.086060
	Iteration 16Q: 3 clusters Score -113428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -113430.359375 Penalty: 706.086060
	Iteration 17Q: 3 clusters Score -113430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113433.203125 Penalty: 706.086060
	Iteration 18Q: 3 clusters Score -113433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -113434.312500 Penalty: 706.086060
	Iteration 19Q: 3 clusters Score -113434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -113434.593750 Penalty: 706.086060
	Iteration 20F: 3 clusters Score -113434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -7475.778320 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -7475.778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7202.052246 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -7202.052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7279.429199 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -7279.429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7313.264648 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -7313.265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7320.205566 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -7320.206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7322.006836 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -7322.007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7324.934082 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -7324.934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7327.398438 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -7327.398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7327.398438 Penalty: 475.052399
	Iteration 7F: 3 clusters Score -7327.398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -12175.055664 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -12175.06 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 151 members 
Entering Unmasked Estep 
Score: -11827.997070 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -11828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11898.155273 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -11898.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11918.872070 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -11918.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11946.542969 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -11946.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11963.768555 Penalty: 515.329407
	Iteration 4F: 3 clusters Score -11963.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11982.699219 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -11982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11984.416016 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -11984.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11984.416016 Penalty: 515.329407
	Iteration 7F: 3 clusters Score -11984.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 347186 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 372 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 27834 members 
Mstep: Class 21 contains 33195 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387746.000000 Penalty: 18180.298828
Iteration 199Q: 31 clusters Score -2.838775e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26246 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 347192 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3797 members 
Mstep: Class 20 contains 27834 members 
Mstep: Class 21 contains 33218 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387766.000000 Penalty: 18180.298828
Iteration 200F: 31 clusters Score -2.838777e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26247 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 9686 members 
Mstep: Class 11 contains 347190 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3793 members 
Mstep: Class 20 contains 27834 members 
Mstep: Class 21 contains 33242 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387784.000000 Penalty: 18180.298828
Iteration 201Q: 31 clusters Score -2.838778e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107976 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26250 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 347191 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3788 members 
Mstep: Class 20 contains 27833 members 
Mstep: Class 21 contains 33258 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387776.000000 Penalty: 18180.298828
Iteration 202Q: 31 clusters Score -2.838778e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26252 members 
Mstep: Class 9 contains 2229 members 
Mstep: Class 10 contains 9668 members 
Mstep: Class 11 contains 347186 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3780 members 
Mstep: Class 20 contains 27831 members 
Mstep: Class 21 contains 33288 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387744.000000 Penalty: 18180.298828
Iteration 203Q: 31 clusters Score -2.838774e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26252 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 9657 members 
Mstep: Class 11 contains 347182 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 27827 members 
Mstep: Class 21 contains 33320 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387728.000000 Penalty: 18180.298828
Iteration 204Q: 31 clusters Score -2.838773e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107976 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26252 members 
Mstep: Class 9 contains 2206 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 347200 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 27819 members 
Mstep: Class 21 contains 33339 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387714.000000 Penalty: 18180.298828
Iteration 205Q: 31 clusters Score -2.838771e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4370 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26253 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 9628 members 
Mstep: Class 11 contains 347207 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3769 members 
Mstep: Class 20 contains 27814 members 
Mstep: Class 21 contains 33360 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387742.000000 Penalty: 18180.298828
Iteration 206Q: 31 clusters Score -2.838774e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26254 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 347213 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 27808 members 
Mstep: Class 21 contains 33379 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387754.000000 Penalty: 18180.298828
Iteration 207Q: 31 clusters Score -2.838775e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26257 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 9606 members 
Mstep: Class 11 contains 347212 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33398 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387734.000000 Penalty: 18180.298828
Iteration 208Q: 31 clusters Score -2.838773e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26259 members 
Mstep: Class 9 contains 2177 members 
Mstep: Class 10 contains 9603 members 
Mstep: Class 11 contains 347211 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3760 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33414 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387800.000000 Penalty: 18180.298828
Iteration 209Q: 31 clusters Score -2.83878e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 2165 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 347208 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3755 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33434 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387784.000000 Penalty: 18180.298828
Iteration 210Q: 31 clusters Score -2.838778e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 2160 members 
Mstep: Class 10 contains 9588 members 
Mstep: Class 11 contains 347200 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33465 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387784.000000 Penalty: 18180.298828
Iteration 211Q: 31 clusters Score -2.838778e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4373 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 2159 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 347193 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33488 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387776.000000 Penalty: 18180.298828
Iteration 212Q: 31 clusters Score -2.838778e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4374 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 2149 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 347189 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3726 members 
Mstep: Class 20 contains 27804 members 
Mstep: Class 21 contains 33513 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387788.000000 Penalty: 18180.298828
Iteration 213Q: 31 clusters Score -2.838779e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 347185 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1697 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 27804 members 
Mstep: Class 21 contains 33537 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387828.000000 Penalty: 18180.298828
Iteration 214Q: 31 clusters Score -2.838783e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4380 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26259 members 
Mstep: Class 9 contains 2133 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 347185 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3705 members 
Mstep: Class 20 contains 27804 members 
Mstep: Class 21 contains 33564 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387822.000000 Penalty: 18180.298828
Iteration 215Q: 31 clusters Score -2.838782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26259 members 
Mstep: Class 9 contains 2123 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 347189 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 3703 members 
Mstep: Class 20 contains 27804 members 
Mstep: Class 21 contains 33580 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387798.000000 Penalty: 18180.298828
Iteration 216Q: 31 clusters Score -2.83878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26259 members 
Mstep: Class 9 contains 2112 members 
Mstep: Class 10 contains 9554 members 
Mstep: Class 11 contains 347188 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 27804 members 
Mstep: Class 21 contains 33593 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387822.000000 Penalty: 18180.298828
Iteration 217Q: 31 clusters Score -2.838782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26260 members 
Mstep: Class 9 contains 2106 members 
Mstep: Class 10 contains 9554 members 
Mstep: Class 11 contains 347192 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 27806 members 
Mstep: Class 21 contains 33594 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387814.000000 Penalty: 18180.298828
Iteration 218Q: 31 clusters Score -2.838781e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26261 members 
Mstep: Class 9 contains 2101 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 347193 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3698 members 
Mstep: Class 20 contains 27806 members 
Mstep: Class 21 contains 33598 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387822.000000 Penalty: 18180.298828
Iteration 219Q: 31 clusters Score -2.838782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26262 members 
Mstep: Class 9 contains 2098 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 347194 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 27806 members 
Mstep: Class 21 contains 33603 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387864.000000 Penalty: 18180.298828
Iteration 220F: 31 clusters Score -2.838786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26264 members 
Mstep: Class 9 contains 2100 members 
Mstep: Class 10 contains 9557 members 
Mstep: Class 11 contains 347202 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33600 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387860.000000 Penalty: 18180.298828
Iteration 221Q: 31 clusters Score -2.838786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4409 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26266 members 
Mstep: Class 9 contains 2098 members 
Mstep: Class 10 contains 9548 members 
Mstep: Class 11 contains 347206 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33601 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387856.000000 Penalty: 18180.298828
Iteration 222Q: 31 clusters Score -2.838786e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26268 members 
Mstep: Class 9 contains 2098 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 347202 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33602 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387862.000000 Penalty: 18180.298828
Iteration 223Q: 31 clusters Score -2.838786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26269 members 
Mstep: Class 9 contains 2099 members 
Mstep: Class 10 contains 9539 members 
Mstep: Class 11 contains 347194 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1649 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33611 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1327 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387882.000000 Penalty: 18180.298828
Iteration 224Q: 31 clusters Score -2.838788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26269 members 
Mstep: Class 9 contains 2099 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 347187 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1643 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33619 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387898.000000 Penalty: 18180.298828
Iteration 225Q: 31 clusters Score -2.83879e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4440 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26269 members 
Mstep: Class 9 contains 2100 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 347178 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1638 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 33629 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387928.000000 Penalty: 18180.298828
Iteration 226Q: 31 clusters Score -2.838793e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26269 members 
Mstep: Class 9 contains 2100 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 347178 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 27803 members 
Mstep: Class 21 contains 33641 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387914.000000 Penalty: 18180.298828
Iteration 227Q: 31 clusters Score -2.838791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26269 members 
Mstep: Class 9 contains 2098 members 
Mstep: Class 10 contains 9517 members 
Mstep: Class 11 contains 347176 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 27801 members 
Mstep: Class 21 contains 33666 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387916.000000 Penalty: 18180.298828
Iteration 228Q: 31 clusters Score -2.838792e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26269 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 347176 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1632 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3698 members 
Mstep: Class 20 contains 27800 members 
Mstep: Class 21 contains 33684 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387920.000000 Penalty: 18180.298828
Iteration 229Q: 31 clusters Score -2.838792e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26269 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 347176 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1632 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 27798 members 
Mstep: Class 21 contains 33704 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387910.000000 Penalty: 18180.298828
Iteration 230Q: 31 clusters Score -2.838791e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26269 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 347178 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 27796 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387920.000000 Penalty: 18180.298828
Iteration 231Q: 31 clusters Score -2.838792e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4448 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26270 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 347178 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 27795 members 
Mstep: Class 21 contains 33721 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387934.000000 Penalty: 18180.298828
Iteration 232Q: 31 clusters Score -2.838793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4447 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 347175 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 27131 members 
Mstep: Class 19 contains 3703 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33732 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387944.000000 Penalty: 18180.298828
Iteration 233Q: 31 clusters Score -2.838794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4448 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 347171 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33747 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387960.000000 Penalty: 18180.298828
Iteration 234Q: 31 clusters Score -2.838796e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107960 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 347171 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33766 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387932.000000 Penalty: 18180.298828
Iteration 235Q: 31 clusters Score -2.838793e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107960 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2062 members 
Mstep: Class 10 contains 9425 members 
Mstep: Class 11 contains 347173 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33786 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387954.000000 Penalty: 18180.298828
Iteration 236Q: 31 clusters Score -2.838795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 9416 members 
Mstep: Class 11 contains 347176 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 3698 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33802 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387962.000000 Penalty: 18180.298828
Iteration 237Q: 31 clusters Score -2.838796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 347180 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33816 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387946.000000 Penalty: 18180.298828
Iteration 238Q: 31 clusters Score -2.838795e+07 nChanged 27
Entering ConstructFrom: 
Score: -28387946.000000 Penalty: 18180.298828
Entering ConstructFrom: 
Trying to split cluster 1 (107959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Entering Unmasked Estep 
Score: -5290070.500000 Penalty: 527.322571
	Iteration 0F: 2 clusters Score -5290070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -5217058.000000 Penalty: 1054.645142
	Iteration 0F: 3 clusters Score -5217058 nChanged 52878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -5249312.000000 Penalty: 1054.645142
	Iteration 1F: 3 clusters Score -5249312 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -5251556.000000 Penalty: 1054.645142
	Iteration 2Q: 3 clusters Score -5251556 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -5256205.000000 Penalty: 1054.645142
	Iteration 3F: 3 clusters Score -5256205 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -5263850.000000 Penalty: 1054.645142
	Iteration 4F: 3 clusters Score -5263850 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 90431 members 
Entering Unmasked Estep 
Score: -5273068.000000 Penalty: 1054.645142
	Iteration 5F: 3 clusters Score -5273068 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -5280755.000000 Penalty: 1054.645142
	Iteration 6F: 3 clusters Score -5280755 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -5285328.500000 Penalty: 1054.645142
	Iteration 7Q: 3 clusters Score -5285328 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -5287443.500000 Penalty: 1054.645142
	Iteration 8Q: 3 clusters Score -5287444 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -5288334.500000 Penalty: 1054.645142
	Iteration 9Q: 3 clusters Score -5288334 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -5288679.000000 Penalty: 1054.645142
	Iteration 10Q: 3 clusters Score -5288679 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -5288851.500000 Penalty: 1054.645142
	Iteration 11Q: 3 clusters Score -5288852 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 104894 members 
Entering Unmasked Estep 
Score: -5288970.500000 Penalty: 1054.645142
	Iteration 12Q: 3 clusters Score -5288970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -5289076.500000 Penalty: 1054.645142
	Iteration 13Q: 3 clusters Score -5289076 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 105361 members 
Entering Unmasked Estep 
Score: -5289149.500000 Penalty: 1054.645142
	Iteration 14Q: 3 clusters Score -5289150 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -5289216.500000 Penalty: 1054.645142
	Iteration 15Q: 3 clusters Score -5289216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -5289266.500000 Penalty: 1054.645142
	Iteration 16Q: 3 clusters Score -5289266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -5289295.000000 Penalty: 1054.645142
	Iteration 17Q: 3 clusters Score -5289295 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -5289348.000000 Penalty: 1054.645142
	Iteration 18Q: 3 clusters Score -5289348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -5289371.500000 Penalty: 1054.645142
	Iteration 19Q: 3 clusters Score -5289372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -5289396.500000 Penalty: 1054.645142
	Iteration 20F: 3 clusters Score -5289396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -5289386.000000 Penalty: 1054.645142
	Iteration 21Q: 3 clusters Score -5289386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -5289396.000000 Penalty: 1054.645142
	Iteration 22Q: 3 clusters Score -5289396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -5289418.000000 Penalty: 1054.645142
	Iteration 23Q: 3 clusters Score -5289418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 106398 members 
Entering Unmasked Estep 
Score: -5289423.500000 Penalty: 1054.645142
	Iteration 24Q: 3 clusters Score -5289424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -5289435.000000 Penalty: 1054.645142
	Iteration 25Q: 3 clusters Score -5289435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -5289437.500000 Penalty: 1054.645142
	Iteration 26Q: 3 clusters Score -5289438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -5289444.500000 Penalty: 1054.645142
	Iteration 27Q: 3 clusters Score -5289444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -5289448.000000 Penalty: 1054.645142
	Iteration 28Q: 3 clusters Score -5289448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 106641 members 
Entering Unmasked Estep 
Score: -5289459.000000 Penalty: 1054.645142
	Iteration 29Q: 3 clusters Score -5289459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -5289461.500000 Penalty: 1054.645142
	Iteration 30Q: 3 clusters Score -5289462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -5289468.500000 Penalty: 1054.645142
	Iteration 31Q: 3 clusters Score -5289468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -5289474.500000 Penalty: 1054.645142
	Iteration 32Q: 3 clusters Score -5289474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -5289485.500000 Penalty: 1054.645142
	Iteration 33Q: 3 clusters Score -5289486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -5289484.500000 Penalty: 1054.645142
	Iteration 34Q: 3 clusters Score -5289484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -5289488.500000 Penalty: 1054.645142
	Iteration 35Q: 3 clusters Score -5289488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -5289489.500000 Penalty: 1054.645142
	Iteration 36Q: 3 clusters Score -5289490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 106867 members 
Entering Unmasked Estep 
Score: -5289491.500000 Penalty: 1054.645142
	Iteration 37Q: 3 clusters Score -5289492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -5289496.500000 Penalty: 1054.645142
	Iteration 38Q: 3 clusters Score -5289496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 106907 members 
Entering Unmasked Estep 
Score: -5289504.500000 Penalty: 1054.645142
	Iteration 39Q: 3 clusters Score -5289504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 106923 members 
Entering Unmasked Estep 
Score: -5289485.500000 Penalty: 1054.645142
	Iteration 40F: 3 clusters Score -5289486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -5289500.000000 Penalty: 1054.645142
	Iteration 41Q: 3 clusters Score -5289500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -5289501.000000 Penalty: 1054.645142
	Iteration 42Q: 3 clusters Score -5289501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -5289508.500000 Penalty: 1054.645142
	Iteration 43Q: 3 clusters Score -5289508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 106982 members 
Entering Unmasked Estep 
Score: -5289511.000000 Penalty: 1054.645142
	Iteration 44Q: 3 clusters Score -5289511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 106990 members 
Entering Unmasked Estep 
Score: -5289511.000000 Penalty: 1054.645142
	Iteration 45Q: 3 clusters Score -5289511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 106999 members 
Entering Unmasked Estep 
Score: -5289517.000000 Penalty: 1054.645142
	Iteration 46Q: 3 clusters Score -5289517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 107007 members 
Entering Unmasked Estep 
Score: -5289517.500000 Penalty: 1054.645142
	Iteration 47Q: 3 clusters Score -5289518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 107018 members 
Entering Unmasked Estep 
Score: -5289526.500000 Penalty: 1054.645142
	Iteration 48Q: 3 clusters Score -5289526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -5289527.000000 Penalty: 1054.645142
	Iteration 49Q: 3 clusters Score -5289527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 107039 members 
Entering Unmasked Estep 
Score: -5289527.500000 Penalty: 1054.645142
	Iteration 50Q: 3 clusters Score -5289528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 107053 members 
Entering Unmasked Estep 
Score: -5289535.500000 Penalty: 1054.645142
	Iteration 51Q: 3 clusters Score -5289536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 107059 members 
Entering Unmasked Estep 
Score: -5289531.500000 Penalty: 1054.645142
	Iteration 52Q: 3 clusters Score -5289532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 107065 members 
Entering Unmasked Estep 
Score: -5289527.000000 Penalty: 1054.645142
	Iteration 53Q: 3 clusters Score -5289527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -5289528.000000 Penalty: 1054.645142
	Iteration 54Q: 3 clusters Score -5289528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -5289530.500000 Penalty: 1054.645142
	Iteration 55Q: 3 clusters Score -5289530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -5289529.000000 Penalty: 1054.645142
	Iteration 56Q: 3 clusters Score -5289529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -5289533.500000 Penalty: 1054.645142
	Iteration 57Q: 3 clusters Score -5289534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -5289531.000000 Penalty: 1054.645142
	Iteration 58Q: 3 clusters Score -5289531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 107103 members 
Entering Unmasked Estep 
Score: -5289527.500000 Penalty: 1054.645142
	Iteration 59Q: 3 clusters Score -5289528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 107105 members 
Entering Unmasked Estep 
Score: -5289531.500000 Penalty: 1054.645142
	Iteration 60F: 3 clusters Score -5289532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 107107 members 
Entering Unmasked Estep 
Score: -5289530.000000 Penalty: 1054.645142
	Iteration 61Q: 3 clusters Score -5289530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -5289532.500000 Penalty: 1054.645142
	Iteration 62Q: 3 clusters Score -5289532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 107115 members 
Entering Unmasked Estep 
Score: -5289534.000000 Penalty: 1054.645142
	Iteration 63Q: 3 clusters Score -5289534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -5289540.500000 Penalty: 1054.645142
	Iteration 64Q: 3 clusters Score -5289540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -5289543.000000 Penalty: 1054.645142
	Iteration 65Q: 3 clusters Score -5289543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -5289546.000000 Penalty: 1054.645142
	Iteration 66Q: 3 clusters Score -5289546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 107141 members 
Entering Unmasked Estep 
Score: -5289546.000000 Penalty: 1054.645142
	Iteration 67Q: 3 clusters Score -5289546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 107150 members 
Entering Unmasked Estep 
Score: -5289544.000000 Penalty: 1054.645142
	Iteration 68Q: 3 clusters Score -5289544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -5289545.000000 Penalty: 1054.645142
	Iteration 69Q: 3 clusters Score -5289545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 107168 members 
Entering Unmasked Estep 
Score: -5289547.000000 Penalty: 1054.645142
	Iteration 70Q: 3 clusters Score -5289547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -5289554.000000 Penalty: 1054.645142
	Iteration 71Q: 3 clusters Score -5289554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 107188 members 
Entering Unmasked Estep 
Score: -5289552.500000 Penalty: 1054.645142
	Iteration 72Q: 3 clusters Score -5289552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -5289557.000000 Penalty: 1054.645142
	Iteration 73Q: 3 clusters Score -5289557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -5289554.000000 Penalty: 1054.645142
	Iteration 74Q: 3 clusters Score -5289554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
Score: -5289556.000000 Penalty: 1054.645142
	Iteration 75Q: 3 clusters Score -5289556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 107196 members 
Entering Unmasked Estep 
Score: -5289556.500000 Penalty: 1054.645142
	Iteration 76Q: 3 clusters Score -5289556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 107198 members 
Entering Unmasked Estep 
Score: -5289555.500000 Penalty: 1054.645142
	Iteration 77Q: 3 clusters Score -5289556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 107198 members 
Entering Unmasked Estep 
Score: -5289555.500000 Penalty: 1054.645142
	Iteration 78F: 3 clusters Score -5289556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9316.135742 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9316.136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9001.688477 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9001.688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9083.883789 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9083.884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9110.902344 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9110.902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9117.645508 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9117.646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9119.889648 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9119.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9120.940430 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9120.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9120.940430 Penalty: 497.593475
	Iteration 6F: 3 clusters Score -9120.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -8373.165039 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -8373.165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8088.928711 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -8088.929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8138.621094 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -8138.621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8149.619629 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -8149.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8154.065430 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -8154.065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8155.143555 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -8155.144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8155.955566 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -8155.956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8156.518066 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -8156.518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8158.370605 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -8158.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8160.375000 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -8160.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8161.398926 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -8161.399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8161.608398 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -8161.608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8162.112793 Penalty: 483.052338
	Iteration 11Q: 3 clusters Score -8162.113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8162.112793 Penalty: 483.052338
	Iteration 12F: 3 clusters Score -8162.113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -15124.713867 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -15124.71 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 188 members 
Entering Unmasked Estep 
Score: -14751.944336 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -14751.94 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14859.745117 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -14859.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14899.793945 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -14899.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14911.837891 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -14911.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14925.136719 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -14925.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14935.351562 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -14935.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14938.524414 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -14938.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14940.734375 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -14940.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14941.101562 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -14941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14941.420898 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -14941.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14941.420898 Penalty: 532.288574
	Iteration 10F: 3 clusters Score -14941.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -216050.484375 Penalty: 381.973663
	Iteration 0F: 2 clusters Score -216050.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -213124.953125 Penalty: 763.947327
	Iteration 0F: 3 clusters Score -213125 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -214331.343750 Penalty: 763.947327
	Iteration 1F: 3 clusters Score -214331.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -214586.390625 Penalty: 763.947327
	Iteration 2F: 3 clusters Score -214586.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -214902.171875 Penalty: 763.947327
	Iteration 3F: 3 clusters Score -214902.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -215160.953125 Penalty: 763.947327
	Iteration 4F: 3 clusters Score -215161 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -215362.765625 Penalty: 763.947327
	Iteration 5F: 3 clusters Score -215362.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -215493.343750 Penalty: 763.947327
	Iteration 6Q: 3 clusters Score -215493.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -215570.234375 Penalty: 763.947327
	Iteration 7Q: 3 clusters Score -215570.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -215627.078125 Penalty: 763.947327
	Iteration 8Q: 3 clusters Score -215627.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -215675.125000 Penalty: 763.947327
	Iteration 9Q: 3 clusters Score -215675.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -215712.343750 Penalty: 763.947327
	Iteration 10Q: 3 clusters Score -215712.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -215729.671875 Penalty: 763.947327
	Iteration 11Q: 3 clusters Score -215729.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -215738.968750 Penalty: 763.947327
	Iteration 12Q: 3 clusters Score -215739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -215748.656250 Penalty: 763.947327
	Iteration 13Q: 3 clusters Score -215748.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -215758.296875 Penalty: 763.947327
	Iteration 14Q: 3 clusters Score -215758.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -215769.296875 Penalty: 763.947327
	Iteration 15Q: 3 clusters Score -215769.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -215776.953125 Penalty: 763.947327
	Iteration 16Q: 3 clusters Score -215777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -215784.406250 Penalty: 763.947327
	Iteration 17Q: 3 clusters Score -215784.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -215792.859375 Penalty: 763.947327
	Iteration 18Q: 3 clusters Score -215792.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215798.328125 Penalty: 763.947327
	Iteration 19Q: 3 clusters Score -215798.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -215804.421875 Penalty: 763.947327
	Iteration 20F: 3 clusters Score -215804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -215809.796875 Penalty: 763.947327
	Iteration 21Q: 3 clusters Score -215809.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -215813.296875 Penalty: 763.947327
	Iteration 22Q: 3 clusters Score -215813.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -215815.281250 Penalty: 763.947327
	Iteration 23Q: 3 clusters Score -215815.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -215817.265625 Penalty: 763.947327
	Iteration 24Q: 3 clusters Score -215817.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -215818.750000 Penalty: 763.947327
	Iteration 25Q: 3 clusters Score -215818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -215819.500000 Penalty: 763.947327
	Iteration 26Q: 3 clusters Score -215819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215820.218750 Penalty: 763.947327
	Iteration 27Q: 3 clusters Score -215820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -215820.890625 Penalty: 763.947327
	Iteration 28Q: 3 clusters Score -215820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -215821.078125 Penalty: 763.947327
	Iteration 29Q: 3 clusters Score -215821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215821.343750 Penalty: 763.947327
	Iteration 30Q: 3 clusters Score -215821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215821.343750 Penalty: 763.947327
	Iteration 31F: 3 clusters Score -215821.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -90041.648438 Penalty: 338.978607
	Iteration 0F: 2 clusters Score -90041.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -88796.539062 Penalty: 677.957214
	Iteration 0F: 3 clusters Score -88796.54 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -89169.914062 Penalty: 677.957214
	Iteration 1F: 3 clusters Score -89169.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -89204.906250 Penalty: 677.957214
	Iteration 2Q: 3 clusters Score -89204.91 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -89240.859375 Penalty: 677.957214
	Iteration 3Q: 3 clusters Score -89240.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -89260.296875 Penalty: 677.957214
	Iteration 4Q: 3 clusters Score -89260.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -89274.773438 Penalty: 677.957214
	Iteration 5Q: 3 clusters Score -89274.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -89289.070312 Penalty: 677.957214
	Iteration 6Q: 3 clusters Score -89289.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -89308.132812 Penalty: 677.957214
	Iteration 7Q: 3 clusters Score -89308.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -89321.492188 Penalty: 677.957214
	Iteration 8Q: 3 clusters Score -89321.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -89333.640625 Penalty: 677.957214
	Iteration 9Q: 3 clusters Score -89333.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -89348.351562 Penalty: 677.957214
	Iteration 10Q: 3 clusters Score -89348.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -89358.796875 Penalty: 677.957214
	Iteration 11Q: 3 clusters Score -89358.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -89377.921875 Penalty: 677.957214
	Iteration 12Q: 3 clusters Score -89377.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -89405.617188 Penalty: 677.957214
	Iteration 13Q: 3 clusters Score -89405.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -89444.921875 Penalty: 677.957214
	Iteration 14Q: 3 clusters Score -89444.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -89482.851562 Penalty: 677.957214
	Iteration 15Q: 3 clusters Score -89482.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -89509.312500 Penalty: 677.957214
	Iteration 16Q: 3 clusters Score -89509.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -89531.828125 Penalty: 677.957214
	Iteration 17Q: 3 clusters Score -89531.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -89548.093750 Penalty: 677.957214
	Iteration 18Q: 3 clusters Score -89548.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -89558.382812 Penalty: 677.957214
	Iteration 19Q: 3 clusters Score -89558.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -89569.906250 Penalty: 677.957214
	Iteration 20F: 3 clusters Score -89569.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -89579.195312 Penalty: 677.957214
	Iteration 21Q: 3 clusters Score -89579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -89584.625000 Penalty: 677.957214
	Iteration 22Q: 3 clusters Score -89584.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -89589.406250 Penalty: 677.957214
	Iteration 23Q: 3 clusters Score -89589.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -89594.281250 Penalty: 677.957214
	Iteration 24Q: 3 clusters Score -89594.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -89595.890625 Penalty: 677.957214
	Iteration 25Q: 3 clusters Score -89595.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -89598.000000 Penalty: 677.957214
	Iteration 26Q: 3 clusters Score -89598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -89599.585938 Penalty: 677.957214
	Iteration 27Q: 3 clusters Score -89599.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -89601.359375 Penalty: 677.957214
	Iteration 28Q: 3 clusters Score -89601.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -89601.882812 Penalty: 677.957214
	Iteration 29Q: 3 clusters Score -89601.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -89602.578125 Penalty: 677.957214
	Iteration 30Q: 3 clusters Score -89602.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -89603.531250 Penalty: 677.957214
	Iteration 31Q: 3 clusters Score -89603.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -89604.351562 Penalty: 677.957214
	Iteration 32Q: 3 clusters Score -89604.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -89605.109375 Penalty: 677.957214
	Iteration 33Q: 3 clusters Score -89605.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -89605.523438 Penalty: 677.957214
	Iteration 34Q: 3 clusters Score -89605.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -89605.937500 Penalty: 677.957214
	Iteration 35Q: 3 clusters Score -89605.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -89605.976562 Penalty: 677.957214
	Iteration 36Q: 3 clusters Score -89605.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -89606.140625 Penalty: 677.957214
	Iteration 37Q: 3 clusters Score -89606.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -89606.140625 Penalty: 677.957214
	Iteration 38F: 3 clusters Score -89606.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -27867.783203 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -27867.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27252.164062 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -27252.16 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27435.431641 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -27435.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27505.226562 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -27505.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27570.123047 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -27570.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27623.060547 Penalty: 594.706970
	Iteration 4F: 3 clusters Score -27623.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27655.539062 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -27655.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27687.185547 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -27687.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27716.380859 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -27716.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27772.625000 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -27772.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27840.351562 Penalty: 594.706970
	Iteration 9Q: 3 clusters Score -27840.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27909.187500 Penalty: 594.706970
	Iteration 10Q: 3 clusters Score -27909.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27947.937500 Penalty: 594.706970
	Iteration 11Q: 3 clusters Score -27947.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27961.031250 Penalty: 594.706970
	Iteration 12Q: 3 clusters Score -27961.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -27966.208984 Penalty: 594.706970
	Iteration 13Q: 3 clusters Score -27966.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27973.246094 Penalty: 594.706970
	Iteration 14Q: 3 clusters Score -27973.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27976.384766 Penalty: 594.706970
	Iteration 15Q: 3 clusters Score -27976.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27979.089844 Penalty: 594.706970
	Iteration 16Q: 3 clusters Score -27979.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27981.964844 Penalty: 594.706970
	Iteration 17Q: 3 clusters Score -27981.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27984.439453 Penalty: 594.706970
	Iteration 18Q: 3 clusters Score -27984.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27985.617188 Penalty: 594.706970
	Iteration 19Q: 3 clusters Score -27985.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27985.617188 Penalty: 594.706970
	Iteration 20F: 3 clusters Score -27985.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 347185 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33821 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 365 members 
Entering Unmasked Estep 
Score: -28387768.000000 Penalty: 18786.308594
Splitting cluster 7 changes total score from -28387946.000000 to -28387768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (26271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Entering Unmasked Estep 
Score: -1332408.250000 Penalty: 463.018036
	Iteration 0F: 2 clusters Score -1332408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1314774.125000 Penalty: 926.036072
	Iteration 0F: 3 clusters Score -1314774 nChanged 12633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1322906.625000 Penalty: 926.036072
	Iteration 1F: 3 clusters Score -1322907 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1323851.125000 Penalty: 926.036072
	Iteration 2F: 3 clusters Score -1323851 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1325028.875000 Penalty: 926.036072
	Iteration 3F: 3 clusters Score -1325029 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1326545.125000 Penalty: 926.036072
	Iteration 4F: 3 clusters Score -1326545 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1328032.250000 Penalty: 926.036072
	Iteration 5F: 3 clusters Score -1328032 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1328949.750000 Penalty: 926.036072
	Iteration 6F: 3 clusters Score -1328950 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1329399.375000 Penalty: 926.036072
	Iteration 7Q: 3 clusters Score -1329399 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1329643.000000 Penalty: 926.036072
	Iteration 8Q: 3 clusters Score -1329643 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1329828.125000 Penalty: 926.036072
	Iteration 9Q: 3 clusters Score -1329828 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1329990.875000 Penalty: 926.036072
	Iteration 10Q: 3 clusters Score -1329991 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1330141.375000 Penalty: 926.036072
	Iteration 11Q: 3 clusters Score -1330141 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1330279.750000 Penalty: 926.036072
	Iteration 12Q: 3 clusters Score -1330280 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1330395.750000 Penalty: 926.036072
	Iteration 13Q: 3 clusters Score -1330396 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1330505.125000 Penalty: 926.036072
	Iteration 14Q: 3 clusters Score -1330505 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1330603.250000 Penalty: 926.036072
	Iteration 15Q: 3 clusters Score -1330603 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1330709.875000 Penalty: 926.036072
	Iteration 16Q: 3 clusters Score -1330710 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1330811.375000 Penalty: 926.036072
	Iteration 17Q: 3 clusters Score -1330811 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1330917.875000 Penalty: 926.036072
	Iteration 18Q: 3 clusters Score -1330918 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1331028.875000 Penalty: 926.036072
	Iteration 19Q: 3 clusters Score -1331029 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1331153.875000 Penalty: 926.036072
	Iteration 20F: 3 clusters Score -1331154 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1331248.000000 Penalty: 926.036072
	Iteration 21Q: 3 clusters Score -1331248 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1331348.000000 Penalty: 926.036072
	Iteration 22Q: 3 clusters Score -1331348 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1331440.625000 Penalty: 926.036072
	Iteration 23Q: 3 clusters Score -1331441 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1331543.000000 Penalty: 926.036072
	Iteration 24Q: 3 clusters Score -1331543 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1331637.625000 Penalty: 926.036072
	Iteration 25Q: 3 clusters Score -1331638 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1331721.250000 Penalty: 926.036072
	Iteration 26Q: 3 clusters Score -1331721 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1331810.125000 Penalty: 926.036072
	Iteration 27Q: 3 clusters Score -1331810 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1331895.375000 Penalty: 926.036072
	Iteration 28Q: 3 clusters Score -1331895 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1331959.375000 Penalty: 926.036072
	Iteration 29Q: 3 clusters Score -1331959 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1332018.000000 Penalty: 926.036072
	Iteration 30Q: 3 clusters Score -1332018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1332059.250000 Penalty: 926.036072
	Iteration 31Q: 3 clusters Score -1332059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1332091.250000 Penalty: 926.036072
	Iteration 32Q: 3 clusters Score -1332091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1332118.625000 Penalty: 926.036072
	Iteration 33Q: 3 clusters Score -1332119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1332135.125000 Penalty: 926.036072
	Iteration 34Q: 3 clusters Score -1332135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1332142.125000 Penalty: 926.036072
	Iteration 35Q: 3 clusters Score -1332142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1332149.000000 Penalty: 926.036072
	Iteration 36Q: 3 clusters Score -1332149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1332157.000000 Penalty: 926.036072
	Iteration 37Q: 3 clusters Score -1332157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1332161.000000 Penalty: 926.036072
	Iteration 38Q: 3 clusters Score -1332161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1332169.750000 Penalty: 926.036072
	Iteration 39Q: 3 clusters Score -1332170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1332170.125000 Penalty: 926.036072
	Iteration 40F: 3 clusters Score -1332170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1332180.625000 Penalty: 926.036072
	Iteration 41Q: 3 clusters Score -1332181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1332187.875000 Penalty: 926.036072
	Iteration 42Q: 3 clusters Score -1332188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1332191.125000 Penalty: 926.036072
	Iteration 43Q: 3 clusters Score -1332191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1332197.625000 Penalty: 926.036072
	Iteration 44Q: 3 clusters Score -1332198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1332205.000000 Penalty: 926.036072
	Iteration 45Q: 3 clusters Score -1332205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1332205.750000 Penalty: 926.036072
	Iteration 46Q: 3 clusters Score -1332206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1332212.500000 Penalty: 926.036072
	Iteration 47Q: 3 clusters Score -1332212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1332216.375000 Penalty: 926.036072
	Iteration 48Q: 3 clusters Score -1332216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1332218.375000 Penalty: 926.036072
	Iteration 49Q: 3 clusters Score -1332218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1332221.625000 Penalty: 926.036072
	Iteration 50Q: 3 clusters Score -1332222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1332222.250000 Penalty: 926.036072
	Iteration 51Q: 3 clusters Score -1332222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1332225.750000 Penalty: 926.036072
	Iteration 52Q: 3 clusters Score -1332226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1332227.000000 Penalty: 926.036072
	Iteration 53Q: 3 clusters Score -1332227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1332230.625000 Penalty: 926.036072
	Iteration 54Q: 3 clusters Score -1332231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1332233.625000 Penalty: 926.036072
	Iteration 55Q: 3 clusters Score -1332234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1332236.625000 Penalty: 926.036072
	Iteration 56Q: 3 clusters Score -1332237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1332239.750000 Penalty: 926.036072
	Iteration 57Q: 3 clusters Score -1332240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1332244.375000 Penalty: 926.036072
	Iteration 58Q: 3 clusters Score -1332244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1332247.500000 Penalty: 926.036072
	Iteration 59Q: 3 clusters Score -1332248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1332254.250000 Penalty: 926.036072
	Iteration 60F: 3 clusters Score -1332254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1332254.875000 Penalty: 926.036072
	Iteration 61Q: 3 clusters Score -1332255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1332256.125000 Penalty: 926.036072
	Iteration 62Q: 3 clusters Score -1332256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1332255.375000 Penalty: 926.036072
	Iteration 63Q: 3 clusters Score -1332255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1332257.375000 Penalty: 926.036072
	Iteration 64Q: 3 clusters Score -1332257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1332258.250000 Penalty: 926.036072
	Iteration 65Q: 3 clusters Score -1332258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1332259.375000 Penalty: 926.036072
	Iteration 66Q: 3 clusters Score -1332259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1332262.250000 Penalty: 926.036072
	Iteration 67Q: 3 clusters Score -1332262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1332263.125000 Penalty: 926.036072
	Iteration 68Q: 3 clusters Score -1332263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1332264.125000 Penalty: 926.036072
	Iteration 69Q: 3 clusters Score -1332264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1332264.000000 Penalty: 926.036072
	Iteration 70Q: 3 clusters Score -1332264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1332264.750000 Penalty: 926.036072
	Iteration 71Q: 3 clusters Score -1332265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1332263.375000 Penalty: 926.036072
	Iteration 72Q: 3 clusters Score -1332263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1332266.875000 Penalty: 926.036072
	Iteration 73Q: 3 clusters Score -1332267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1332268.375000 Penalty: 926.036072
	Iteration 74Q: 3 clusters Score -1332268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1332268.250000 Penalty: 926.036072
	Iteration 75Q: 3 clusters Score -1332268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1332268.250000 Penalty: 926.036072
	Iteration 76F: 3 clusters Score -1332268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -95716.812500 Penalty: 347.075409
	Iteration 0F: 2 clusters Score -95716.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -94332.406250 Penalty: 694.150818
	Iteration 0F: 3 clusters Score -94332.41 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -95131.859375 Penalty: 694.150818
	Iteration 1F: 3 clusters Score -95131.86 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -95327.828125 Penalty: 694.150818
	Iteration 2F: 3 clusters Score -95327.83 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -95418.773438 Penalty: 694.150818
	Iteration 3F: 3 clusters Score -95418.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -95466.585938 Penalty: 694.150818
	Iteration 4Q: 3 clusters Score -95466.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -95494.851562 Penalty: 694.150818
	Iteration 5Q: 3 clusters Score -95494.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -95517.578125 Penalty: 694.150818
	Iteration 6Q: 3 clusters Score -95517.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -95529.804688 Penalty: 694.150818
	Iteration 7Q: 3 clusters Score -95529.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -95538.750000 Penalty: 694.150818
	Iteration 8Q: 3 clusters Score -95538.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -95544.539062 Penalty: 694.150818
	Iteration 9Q: 3 clusters Score -95544.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -95547.562500 Penalty: 694.150818
	Iteration 10Q: 3 clusters Score -95547.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -95548.429688 Penalty: 694.150818
	Iteration 11Q: 3 clusters Score -95548.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -95548.625000 Penalty: 694.150818
	Iteration 12Q: 3 clusters Score -95548.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -95548.859375 Penalty: 694.150818
	Iteration 13Q: 3 clusters Score -95548.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -95549.023438 Penalty: 694.150818
	Iteration 14Q: 3 clusters Score -95549.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -95549.351562 Penalty: 694.150818
	Iteration 15Q: 3 clusters Score -95549.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -95549.625000 Penalty: 694.150818
	Iteration 16Q: 3 clusters Score -95549.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -95549.546875 Penalty: 694.150818
	Iteration 17Q: 3 clusters Score -95549.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -95549.546875 Penalty: 694.150818
	Iteration 18F: 3 clusters Score -95549.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Entering Unmasked Estep 
Score: -430978.031250 Penalty: 416.264832
	Iteration 0F: 2 clusters Score -430978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -424729.468750 Penalty: 832.529663
	Iteration 0F: 3 clusters Score -424729.5 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -427183.562500 Penalty: 832.529663
	Iteration 1F: 3 clusters Score -427183.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -427415.406250 Penalty: 832.529663
	Iteration 2F: 3 clusters Score -427415.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -427714.843750 Penalty: 832.529663
	Iteration 3F: 3 clusters Score -427714.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -428155.468750 Penalty: 832.529663
	Iteration 4F: 3 clusters Score -428155.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -428745.156250 Penalty: 832.529663
	Iteration 5F: 3 clusters Score -428745.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -429443.125000 Penalty: 832.529663
	Iteration 6F: 3 clusters Score -429443.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -430047.187500 Penalty: 832.529663
	Iteration 7F: 3 clusters Score -430047.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -430403.375000 Penalty: 832.529663
	Iteration 8Q: 3 clusters Score -430403.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -430551.625000 Penalty: 832.529663
	Iteration 9Q: 3 clusters Score -430551.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -430600.281250 Penalty: 832.529663
	Iteration 10Q: 3 clusters Score -430600.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -430616.218750 Penalty: 832.529663
	Iteration 11Q: 3 clusters Score -430616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -430620.343750 Penalty: 832.529663
	Iteration 12Q: 3 clusters Score -430620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -430622.218750 Penalty: 832.529663
	Iteration 13Q: 3 clusters Score -430622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -430623.812500 Penalty: 832.529663
	Iteration 14Q: 3 clusters Score -430623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -430623.812500 Penalty: 832.529663
	Iteration 15F: 3 clusters Score -430623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (347185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347185 members 
Entering Unmasked Estep 
Score: -16548515.000000 Penalty: 580.471375
	Iteration 0F: 2 clusters Score -1.654852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173495 members 
Mstep: Class 2 contains 173690 members 
Entering Unmasked Estep 
Score: -16320821.000000 Penalty: 1160.942749
	Iteration 0F: 3 clusters Score -1.632082e+07 nChanged 171256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 186278 members 
Entering Unmasked Estep 
Score: -16424861.000000 Penalty: 1160.942749
	Iteration 1F: 3 clusters Score -1.642486e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 193266 members 
Entering Unmasked Estep 
Score: -16427997.000000 Penalty: 1160.942749
	Iteration 2Q: 3 clusters Score -1.6428e+07 nChanged 16655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 203601 members 
Entering Unmasked Estep 
Score: -16433271.000000 Penalty: 1160.942749
	Iteration 3Q: 3 clusters Score -1.643327e+07 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130006 members 
Mstep: Class 2 contains 217179 members 
Entering Unmasked Estep 
Score: -16442364.000000 Penalty: 1160.942749
	Iteration 4F: 3 clusters Score -1.644236e+07 nChanged 21254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 233097 members 
Entering Unmasked Estep 
Score: -16457514.000000 Penalty: 1160.942749
	Iteration 5F: 3 clusters Score -1.645751e+07 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98997 members 
Mstep: Class 2 contains 248188 members 
Entering Unmasked Estep 
Score: -16478577.000000 Penalty: 1160.942749
	Iteration 6F: 3 clusters Score -1.647858e+07 nChanged 19720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 257484 members 
Entering Unmasked Estep 
Score: -16495576.000000 Penalty: 1160.942749
	Iteration 7F: 3 clusters Score -1.649558e+07 nChanged 14839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85524 members 
Mstep: Class 2 contains 261661 members 
Entering Unmasked Estep 
Score: -16502138.000000 Penalty: 1160.942749
	Iteration 8Q: 3 clusters Score -1.650214e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 264691 members 
Entering Unmasked Estep 
Score: -16504012.000000 Penalty: 1160.942749
	Iteration 9Q: 3 clusters Score -1.650401e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 267709 members 
Entering Unmasked Estep 
Score: -16504935.000000 Penalty: 1160.942749
	Iteration 10Q: 3 clusters Score -1.650494e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 270667 members 
Entering Unmasked Estep 
Score: -16505532.000000 Penalty: 1160.942749
	Iteration 11Q: 3 clusters Score -1.650553e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 273453 members 
Entering Unmasked Estep 
Score: -16506219.000000 Penalty: 1160.942749
	Iteration 12Q: 3 clusters Score -1.650622e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 276290 members 
Entering Unmasked Estep 
Score: -16507117.000000 Penalty: 1160.942749
	Iteration 13Q: 3 clusters Score -1.650712e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 279170 members 
Entering Unmasked Estep 
Score: -16508086.000000 Penalty: 1160.942749
	Iteration 14Q: 3 clusters Score -1.650809e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 282138 members 
Entering Unmasked Estep 
Score: -16509213.000000 Penalty: 1160.942749
	Iteration 15Q: 3 clusters Score -1.650921e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 285206 members 
Entering Unmasked Estep 
Score: -16510432.000000 Penalty: 1160.942749
	Iteration 16Q: 3 clusters Score -1.651043e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 288465 members 
Entering Unmasked Estep 
Score: -16513166.000000 Penalty: 1160.942749
	Iteration 17Q: 3 clusters Score -1.651317e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 292236 members 
Entering Unmasked Estep 
Score: -16516438.000000 Penalty: 1160.942749
	Iteration 18Q: 3 clusters Score -1.651644e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 296658 members 
Entering Unmasked Estep 
Score: -16520523.000000 Penalty: 1160.942749
	Iteration 19Q: 3 clusters Score -1.652052e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 301806 members 
Entering Unmasked Estep 
Score: -16525267.000000 Penalty: 1160.942749
	Iteration 20F: 3 clusters Score -1.652527e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 307733 members 
Entering Unmasked Estep 
Score: -16530350.000000 Penalty: 1160.942749
	Iteration 21Q: 3 clusters Score -1.653035e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 314397 members 
Entering Unmasked Estep 
Score: -16535105.000000 Penalty: 1160.942749
	Iteration 22Q: 3 clusters Score -1.65351e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 321397 members 
Entering Unmasked Estep 
Score: -16539175.000000 Penalty: 1160.942749
	Iteration 23Q: 3 clusters Score -1.653918e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 328330 members 
Entering Unmasked Estep 
Score: -16542379.000000 Penalty: 1160.942749
	Iteration 24Q: 3 clusters Score -1.654238e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 334386 members 
Entering Unmasked Estep 
Score: -16544914.000000 Penalty: 1160.942749
	Iteration 25Q: 3 clusters Score -1.654491e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 339324 members 
Entering Unmasked Estep 
Score: -16546471.000000 Penalty: 1160.942749
	Iteration 26Q: 3 clusters Score -1.654647e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 343011 members 
Entering Unmasked Estep 
Score: -16547427.000000 Penalty: 1160.942749
	Iteration 27Q: 3 clusters Score -1.654743e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 345263 members 
Entering Unmasked Estep 
Score: -16547874.000000 Penalty: 1160.942749
	Iteration 28Q: 3 clusters Score -1.654787e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 346295 members 
Entering Unmasked Estep 
Score: -16547934.000000 Penalty: 1160.942749
	Iteration 29Q: 3 clusters Score -1.654793e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346742 members 
Entering Unmasked Estep 
Score: -16547963.000000 Penalty: 1160.942749
	Iteration 30Q: 3 clusters Score -1.654796e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 346914 members 
Entering Unmasked Estep 
Score: -16547998.000000 Penalty: 1160.942749
	Iteration 31Q: 3 clusters Score -1.6548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 347000 members 
Entering Unmasked Estep 
Score: -16548059.000000 Penalty: 1160.942749
	Iteration 32Q: 3 clusters Score -1.654806e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 347035 members 
Entering Unmasked Estep 
Score: -16548067.000000 Penalty: 1160.942749
	Iteration 33Q: 3 clusters Score -1.654807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 347050 members 
Entering Unmasked Estep 
Score: -16548078.000000 Penalty: 1160.942749
	Iteration 34Q: 3 clusters Score -1.654808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 347060 members 
Entering Unmasked Estep 
Score: -16548070.000000 Penalty: 1160.942749
	Iteration 35Q: 3 clusters Score -1.654807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 347066 members 
Entering Unmasked Estep 
Score: -16548080.000000 Penalty: 1160.942749
	Iteration 36Q: 3 clusters Score -1.654808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 347071 members 
Entering Unmasked Estep 
Score: -16548089.000000 Penalty: 1160.942749
	Iteration 37Q: 3 clusters Score -1.654809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 347077 members 
Entering Unmasked Estep 
Score: -16548089.000000 Penalty: 1160.942749
	Iteration 38Q: 3 clusters Score -1.654809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 347081 members 
Entering Unmasked Estep 
Score: -16548103.000000 Penalty: 1160.942749
	Iteration 39Q: 3 clusters Score -1.65481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 347083 members 
Entering Unmasked Estep 
Score: -16548097.000000 Penalty: 1160.942749
	Iteration 40F: 3 clusters Score -1.65481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 347083 members 
Entering Unmasked Estep 
Score: -16548105.000000 Penalty: 1160.942749
	Iteration 41Q: 3 clusters Score -1.65481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 347081 members 
Entering Unmasked Estep 
Score: -16548106.000000 Penalty: 1160.942749
	Iteration 42Q: 3 clusters Score -1.654811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 347082 members 
Entering Unmasked Estep 
Score: -16548109.000000 Penalty: 1160.942749
	Iteration 43Q: 3 clusters Score -1.654811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 347082 members 
Entering Unmasked Estep 
Score: -16548109.000000 Penalty: 1160.942749
	Iteration 44F: 3 clusters Score -1.654811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -101760.656250 Penalty: 347.625610
	Iteration 0F: 2 clusters Score -101760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -100278.093750 Penalty: 695.251221
	Iteration 0F: 3 clusters Score -100278.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -100794.820312 Penalty: 695.251221
	Iteration 1F: 3 clusters Score -100794.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -100905.484375 Penalty: 695.251221
	Iteration 2F: 3 clusters Score -100905.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -100997.960938 Penalty: 695.251221
	Iteration 3F: 3 clusters Score -100998 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -101096.890625 Penalty: 695.251221
	Iteration 4F: 3 clusters Score -101096.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -101187.710938 Penalty: 695.251221
	Iteration 5F: 3 clusters Score -101187.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -101286.851562 Penalty: 695.251221
	Iteration 6Q: 3 clusters Score -101286.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -101366.992188 Penalty: 695.251221
	Iteration 7Q: 3 clusters Score -101367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -101433.851562 Penalty: 695.251221
	Iteration 8Q: 3 clusters Score -101433.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -101472.156250 Penalty: 695.251221
	Iteration 9Q: 3 clusters Score -101472.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -101493.257812 Penalty: 695.251221
	Iteration 10Q: 3 clusters Score -101493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -101500.367188 Penalty: 695.251221
	Iteration 11Q: 3 clusters Score -101500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -101502.750000 Penalty: 695.251221
	Iteration 12Q: 3 clusters Score -101502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -101506.664062 Penalty: 695.251221
	Iteration 13Q: 3 clusters Score -101506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -101508.812500 Penalty: 695.251221
	Iteration 14Q: 3 clusters Score -101508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -101510.562500 Penalty: 695.251221
	Iteration 15Q: 3 clusters Score -101510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -101510.562500 Penalty: 695.251221
	Iteration 16F: 3 clusters Score -101510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -59445.210938 Penalty: 327.244293
	Iteration 0F: 2 clusters Score -59445.21 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 654 members 
Entering Unmasked Estep 
Score: -58428.550781 Penalty: 654.488586
	Iteration 0F: 3 clusters Score -58428.55 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -58817.265625 Penalty: 654.488586
	Iteration 1F: 3 clusters Score -58817.27 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -58910.957031 Penalty: 654.488586
	Iteration 2F: 3 clusters Score -58910.96 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -58977.781250 Penalty: 654.488586
	Iteration 3F: 3 clusters Score -58977.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -59035.964844 Penalty: 654.488586
	Iteration 4F: 3 clusters Score -59035.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -59077.554688 Penalty: 654.488586
	Iteration 5Q: 3 clusters Score -59077.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -59117.640625 Penalty: 654.488586
	Iteration 6Q: 3 clusters Score -59117.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -59151.582031 Penalty: 654.488586
	Iteration 7Q: 3 clusters Score -59151.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -59176.796875 Penalty: 654.488586
	Iteration 8Q: 3 clusters Score -59176.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -59196.792969 Penalty: 654.488586
	Iteration 9Q: 3 clusters Score -59196.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -59211.015625 Penalty: 654.488586
	Iteration 10Q: 3 clusters Score -59211.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -59226.046875 Penalty: 654.488586
	Iteration 11Q: 3 clusters Score -59226.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -59234.933594 Penalty: 654.488586
	Iteration 12Q: 3 clusters Score -59234.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -59241.214844 Penalty: 654.488586
	Iteration 13Q: 3 clusters Score -59241.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -59248.964844 Penalty: 654.488586
	Iteration 14Q: 3 clusters Score -59248.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -59250.421875 Penalty: 654.488586
	Iteration 15Q: 3 clusters Score -59250.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -59252.980469 Penalty: 654.488586
	Iteration 16Q: 3 clusters Score -59252.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -59255.007812 Penalty: 654.488586
	Iteration 17Q: 3 clusters Score -59255.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -59257.601562 Penalty: 654.488586
	Iteration 18Q: 3 clusters Score -59257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -59261.304688 Penalty: 654.488586
	Iteration 19Q: 3 clusters Score -59261.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -59266.343750 Penalty: 654.488586
	Iteration 20F: 3 clusters Score -59266.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -59271.699219 Penalty: 654.488586
	Iteration 21Q: 3 clusters Score -59271.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -59275.574219 Penalty: 654.488586
	Iteration 22Q: 3 clusters Score -59275.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -59280.257812 Penalty: 654.488586
	Iteration 23Q: 3 clusters Score -59280.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -59289.871094 Penalty: 654.488586
	Iteration 24Q: 3 clusters Score -59289.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -59302.281250 Penalty: 654.488586
	Iteration 25Q: 3 clusters Score -59302.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -59309.777344 Penalty: 654.488586
	Iteration 26Q: 3 clusters Score -59309.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -59317.132812 Penalty: 654.488586
	Iteration 27Q: 3 clusters Score -59317.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -59328.941406 Penalty: 654.488586
	Iteration 28Q: 3 clusters Score -59328.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -59340.507812 Penalty: 654.488586
	Iteration 29Q: 3 clusters Score -59340.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -59349.312500 Penalty: 654.488586
	Iteration 30Q: 3 clusters Score -59349.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -59356.886719 Penalty: 654.488586
	Iteration 31Q: 3 clusters Score -59356.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -59362.468750 Penalty: 654.488586
	Iteration 32Q: 3 clusters Score -59362.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -59366.238281 Penalty: 654.488586
	Iteration 33Q: 3 clusters Score -59366.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -59368.343750 Penalty: 654.488586
	Iteration 34Q: 3 clusters Score -59368.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -59373.980469 Penalty: 654.488586
	Iteration 35Q: 3 clusters Score -59373.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -59376.792969 Penalty: 654.488586
	Iteration 36Q: 3 clusters Score -59376.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -59378.351562 Penalty: 654.488586
	Iteration 37Q: 3 clusters Score -59378.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -59380.003906 Penalty: 654.488586
	Iteration 38Q: 3 clusters Score -59380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -59385.828125 Penalty: 654.488586
	Iteration 39Q: 3 clusters Score -59385.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -59388.089844 Penalty: 654.488586
	Iteration 40F: 3 clusters Score -59388.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -59389.472656 Penalty: 654.488586
	Iteration 41Q: 3 clusters Score -59389.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -59389.472656 Penalty: 654.488586
	Iteration 42F: 3 clusters Score -59389.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -18363.294922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -18363.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17974.330078 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -17974.33 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18126.628906 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -18126.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18164.222656 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -18164.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18180.851562 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -18180.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18195.416016 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -18195.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18208.091797 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -18208.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18217.664062 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -18217.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18229.708984 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -18229.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18236.882812 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -18236.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18241.775391 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -18241.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -18243.302734 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -18243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -18243.302734 Penalty: 552.647095
	Iteration 11F: 3 clusters Score -18243.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -8643.430664 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -8643.431 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 90 members 
Entering Unmasked Estep 
Score: -8369.208008 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8369.208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8444.821289 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8444.821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8485.163086 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -8485.163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8499.544922 Penalty: 476.030884
	Iteration 3F: 3 clusters Score -8499.545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8507.975586 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -8507.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8508.898438 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -8508.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8508.898438 Penalty: 476.030884
	Iteration 6F: 3 clusters Score -8508.898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -21118.673828 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -21118.67 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 235 members 
Entering Unmasked Estep 
Score: -20667.292969 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -20667.29 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20863.533203 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -20863.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20937.623047 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -20937.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20967.677734 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -20967.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20983.740234 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -20983.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21005.888672 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -21005.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21011.591797 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -21011.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21012.669922 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -21012.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21014.607422 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -21014.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21022.398438 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -21022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21024.646484 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -21024.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21024.646484 Penalty: 562.003906
	Iteration 11F: 3 clusters Score -21024.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -78852.632812 Penalty: 336.477417
	Iteration 0F: 2 clusters Score -78852.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -77656.906250 Penalty: 672.954834
	Iteration 0F: 3 clusters Score -77656.91 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -78050.140625 Penalty: 672.954834
	Iteration 1F: 3 clusters Score -78050.14 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -78113.585938 Penalty: 672.954834
	Iteration 2F: 3 clusters Score -78113.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -78176.757812 Penalty: 672.954834
	Iteration 3F: 3 clusters Score -78176.76 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -78242.515625 Penalty: 672.954834
	Iteration 4F: 3 clusters Score -78242.52 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -78313.265625 Penalty: 672.954834
	Iteration 5F: 3 clusters Score -78313.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -78379.843750 Penalty: 672.954834
	Iteration 6F: 3 clusters Score -78379.84 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -78417.960938 Penalty: 672.954834
	Iteration 7Q: 3 clusters Score -78417.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -78447.046875 Penalty: 672.954834
	Iteration 8Q: 3 clusters Score -78447.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -78473.390625 Penalty: 672.954834
	Iteration 9Q: 3 clusters Score -78473.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -78493.179688 Penalty: 672.954834
	Iteration 10Q: 3 clusters Score -78493.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -78512.242188 Penalty: 672.954834
	Iteration 11Q: 3 clusters Score -78512.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -78527.765625 Penalty: 672.954834
	Iteration 12Q: 3 clusters Score -78527.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -78540.289062 Penalty: 672.954834
	Iteration 13Q: 3 clusters Score -78540.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -78546.031250 Penalty: 672.954834
	Iteration 14Q: 3 clusters Score -78546.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -78547.851562 Penalty: 672.954834
	Iteration 15Q: 3 clusters Score -78547.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -78548.492188 Penalty: 672.954834
	Iteration 16Q: 3 clusters Score -78548.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -78549.585938 Penalty: 672.954834
	Iteration 17Q: 3 clusters Score -78549.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -78550.421875 Penalty: 672.954834
	Iteration 18Q: 3 clusters Score -78550.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -78550.929688 Penalty: 672.954834
	Iteration 19Q: 3 clusters Score -78550.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -78551.515625 Penalty: 672.954834
	Iteration 20F: 3 clusters Score -78551.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -78552.156250 Penalty: 672.954834
	Iteration 21Q: 3 clusters Score -78552.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -78553.664062 Penalty: 672.954834
	Iteration 22Q: 3 clusters Score -78553.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -78555.906250 Penalty: 672.954834
	Iteration 23Q: 3 clusters Score -78555.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -78557.515625 Penalty: 672.954834
	Iteration 24Q: 3 clusters Score -78557.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -78560.859375 Penalty: 672.954834
	Iteration 25Q: 3 clusters Score -78560.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -78566.312500 Penalty: 672.954834
	Iteration 26Q: 3 clusters Score -78566.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -78571.390625 Penalty: 672.954834
	Iteration 27Q: 3 clusters Score -78571.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -78576.125000 Penalty: 672.954834
	Iteration 28Q: 3 clusters Score -78576.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -78579.781250 Penalty: 672.954834
	Iteration 29Q: 3 clusters Score -78579.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -78585.500000 Penalty: 672.954834
	Iteration 30Q: 3 clusters Score -78585.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -78589.867188 Penalty: 672.954834
	Iteration 31Q: 3 clusters Score -78589.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -78593.039062 Penalty: 672.954834
	Iteration 32Q: 3 clusters Score -78593.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -78596.500000 Penalty: 672.954834
	Iteration 33Q: 3 clusters Score -78596.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -78601.335938 Penalty: 672.954834
	Iteration 34Q: 3 clusters Score -78601.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -78604.406250 Penalty: 672.954834
	Iteration 35Q: 3 clusters Score -78604.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -78605.898438 Penalty: 672.954834
	Iteration 36Q: 3 clusters Score -78605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -78606.835938 Penalty: 672.954834
	Iteration 37Q: 3 clusters Score -78606.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -78607.937500 Penalty: 672.954834
	Iteration 38Q: 3 clusters Score -78607.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -78610.375000 Penalty: 672.954834
	Iteration 39Q: 3 clusters Score -78610.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -78611.343750 Penalty: 672.954834
	Iteration 40F: 3 clusters Score -78611.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -78611.593750 Penalty: 672.954834
	Iteration 41Q: 3 clusters Score -78611.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -78611.593750 Penalty: 672.954834
	Iteration 42F: 3 clusters Score -78611.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Entering Unmasked Estep 
Score: -1372515.875000 Penalty: 464.487000
	Iteration 0F: 2 clusters Score -1372516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1354469.000000 Penalty: 928.973999
	Iteration 0F: 3 clusters Score -1354469 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1362014.875000 Penalty: 928.973999
	Iteration 1F: 3 clusters Score -1362015 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1362521.625000 Penalty: 928.973999
	Iteration 2Q: 3 clusters Score -1362522 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1363288.125000 Penalty: 928.973999
	Iteration 3F: 3 clusters Score -1363288 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1364416.750000 Penalty: 928.973999
	Iteration 4F: 3 clusters Score -1364417 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1366040.750000 Penalty: 928.973999
	Iteration 5F: 3 clusters Score -1366041 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1367795.750000 Penalty: 928.973999
	Iteration 6F: 3 clusters Score -1367796 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1369056.250000 Penalty: 928.973999
	Iteration 7F: 3 clusters Score -1369056 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1369804.125000 Penalty: 928.973999
	Iteration 8Q: 3 clusters Score -1369804 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1370290.375000 Penalty: 928.973999
	Iteration 9Q: 3 clusters Score -1370290 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1370618.500000 Penalty: 928.973999
	Iteration 10Q: 3 clusters Score -1370618 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1370927.125000 Penalty: 928.973999
	Iteration 11Q: 3 clusters Score -1370927 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1371154.750000 Penalty: 928.973999
	Iteration 12Q: 3 clusters Score -1371155 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1371399.500000 Penalty: 928.973999
	Iteration 13Q: 3 clusters Score -1371400 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1371626.125000 Penalty: 928.973999
	Iteration 14Q: 3 clusters Score -1371626 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1371811.125000 Penalty: 928.973999
	Iteration 15Q: 3 clusters Score -1371811 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1371932.500000 Penalty: 928.973999
	Iteration 16Q: 3 clusters Score -1371932 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1372026.500000 Penalty: 928.973999
	Iteration 17Q: 3 clusters Score -1372026 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1372096.250000 Penalty: 928.973999
	Iteration 18Q: 3 clusters Score -1372096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1372140.375000 Penalty: 928.973999
	Iteration 19Q: 3 clusters Score -1372140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1372186.000000 Penalty: 928.973999
	Iteration 20F: 3 clusters Score -1372186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1372210.000000 Penalty: 928.973999
	Iteration 21Q: 3 clusters Score -1372210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1372231.375000 Penalty: 928.973999
	Iteration 22Q: 3 clusters Score -1372231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1372243.250000 Penalty: 928.973999
	Iteration 23Q: 3 clusters Score -1372243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1372254.375000 Penalty: 928.973999
	Iteration 24Q: 3 clusters Score -1372254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1372264.125000 Penalty: 928.973999
	Iteration 25Q: 3 clusters Score -1372264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1372265.750000 Penalty: 928.973999
	Iteration 26Q: 3 clusters Score -1372266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1372268.250000 Penalty: 928.973999
	Iteration 27Q: 3 clusters Score -1372268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1372269.625000 Penalty: 928.973999
	Iteration 28Q: 3 clusters Score -1372270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1372275.750000 Penalty: 928.973999
	Iteration 29Q: 3 clusters Score -1372276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1372280.750000 Penalty: 928.973999
	Iteration 30Q: 3 clusters Score -1372281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1372281.875000 Penalty: 928.973999
	Iteration 31Q: 3 clusters Score -1372282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1372284.375000 Penalty: 928.973999
	Iteration 32Q: 3 clusters Score -1372284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1372285.375000 Penalty: 928.973999
	Iteration 33Q: 3 clusters Score -1372285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1372285.625000 Penalty: 928.973999
	Iteration 34Q: 3 clusters Score -1372286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1372286.000000 Penalty: 928.973999
	Iteration 35Q: 3 clusters Score -1372286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1372286.000000 Penalty: 928.973999
	Iteration 36F: 3 clusters Score -1372286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Entering Unmasked Estep 
Score: -165193.171875 Penalty: 373.832031
	Iteration 0F: 2 clusters Score -165193.2 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 1866 members 
Entering Unmasked Estep 
Score: -162669.343750 Penalty: 747.664062
	Iteration 0F: 3 clusters Score -162669.3 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -163517.468750 Penalty: 747.664062
	Iteration 1F: 3 clusters Score -163517.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -163613.906250 Penalty: 747.664062
	Iteration 2F: 3 clusters Score -163613.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -163712.171875 Penalty: 747.664062
	Iteration 3F: 3 clusters Score -163712.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -163860.140625 Penalty: 747.664062
	Iteration 4F: 3 clusters Score -163860.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -164038.750000 Penalty: 747.664062
	Iteration 5F: 3 clusters Score -164038.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -164220.906250 Penalty: 747.664062
	Iteration 6Q: 3 clusters Score -164220.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -164398.984375 Penalty: 747.664062
	Iteration 7Q: 3 clusters Score -164399 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -164520.031250 Penalty: 747.664062
	Iteration 8Q: 3 clusters Score -164520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -164601.546875 Penalty: 747.664062
	Iteration 9Q: 3 clusters Score -164601.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -164653.250000 Penalty: 747.664062
	Iteration 10Q: 3 clusters Score -164653.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -164700.500000 Penalty: 747.664062
	Iteration 11Q: 3 clusters Score -164700.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -164743.484375 Penalty: 747.664062
	Iteration 12Q: 3 clusters Score -164743.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -164764.281250 Penalty: 747.664062
	Iteration 13Q: 3 clusters Score -164764.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -164778.562500 Penalty: 747.664062
	Iteration 14Q: 3 clusters Score -164778.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -164790.171875 Penalty: 747.664062
	Iteration 15Q: 3 clusters Score -164790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -164798.734375 Penalty: 747.664062
	Iteration 16Q: 3 clusters Score -164798.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -164806.390625 Penalty: 747.664062
	Iteration 17Q: 3 clusters Score -164806.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -164812.437500 Penalty: 747.664062
	Iteration 18Q: 3 clusters Score -164812.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -164815.921875 Penalty: 747.664062
	Iteration 19Q: 3 clusters Score -164815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -164821.484375 Penalty: 747.664062
	Iteration 20F: 3 clusters Score -164821.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -164826.515625 Penalty: 747.664062
	Iteration 21Q: 3 clusters Score -164826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -164830.468750 Penalty: 747.664062
	Iteration 22Q: 3 clusters Score -164830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -164833.015625 Penalty: 747.664062
	Iteration 23Q: 3 clusters Score -164833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -164835.203125 Penalty: 747.664062
	Iteration 24Q: 3 clusters Score -164835.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -164839.875000 Penalty: 747.664062
	Iteration 25Q: 3 clusters Score -164839.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -164843.359375 Penalty: 747.664062
	Iteration 26Q: 3 clusters Score -164843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -164846.484375 Penalty: 747.664062
	Iteration 27Q: 3 clusters Score -164846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -164851.640625 Penalty: 747.664062
	Iteration 28Q: 3 clusters Score -164851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -164855.812500 Penalty: 747.664062
	Iteration 29Q: 3 clusters Score -164855.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -164859.968750 Penalty: 747.664062
	Iteration 30Q: 3 clusters Score -164860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -164863.500000 Penalty: 747.664062
	Iteration 31Q: 3 clusters Score -164863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -164868.125000 Penalty: 747.664062
	Iteration 32Q: 3 clusters Score -164868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -164872.937500 Penalty: 747.664062
	Iteration 33Q: 3 clusters Score -164872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -164876.812500 Penalty: 747.664062
	Iteration 34Q: 3 clusters Score -164876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -164880.781250 Penalty: 747.664062
	Iteration 35Q: 3 clusters Score -164880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -164883.062500 Penalty: 747.664062
	Iteration 36Q: 3 clusters Score -164883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -164885.187500 Penalty: 747.664062
	Iteration 37Q: 3 clusters Score -164885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -164886.671875 Penalty: 747.664062
	Iteration 38Q: 3 clusters Score -164886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -164889.906250 Penalty: 747.664062
	Iteration 39Q: 3 clusters Score -164889.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -164895.375000 Penalty: 747.664062
	Iteration 40F: 3 clusters Score -164895.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -164899.453125 Penalty: 747.664062
	Iteration 41Q: 3 clusters Score -164899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -164901.546875 Penalty: 747.664062
	Iteration 42Q: 3 clusters Score -164901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -164902.140625 Penalty: 747.664062
	Iteration 43Q: 3 clusters Score -164902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -164902.546875 Penalty: 747.664062
	Iteration 44Q: 3 clusters Score -164902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -164902.546875 Penalty: 747.664062
	Iteration 45F: 3 clusters Score -164902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Entering Unmasked Estep 
Score: -1421929.000000 Penalty: 465.580536
	Iteration 0F: 2 clusters Score -1421929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1403295.625000 Penalty: 931.161072
	Iteration 0F: 3 clusters Score -1403296 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1412062.625000 Penalty: 931.161072
	Iteration 1F: 3 clusters Score -1412063 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1413586.750000 Penalty: 931.161072
	Iteration 2F: 3 clusters Score -1413587 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1416022.875000 Penalty: 931.161072
	Iteration 3F: 3 clusters Score -1416023 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -1418354.625000 Penalty: 931.161072
	Iteration 4F: 3 clusters Score -1418355 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -1419457.000000 Penalty: 931.161072
	Iteration 5F: 3 clusters Score -1419457 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1419825.875000 Penalty: 931.161072
	Iteration 6Q: 3 clusters Score -1419826 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -1420005.375000 Penalty: 931.161072
	Iteration 7Q: 3 clusters Score -1420005 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -1420141.375000 Penalty: 931.161072
	Iteration 8Q: 3 clusters Score -1420141 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -1420262.750000 Penalty: 931.161072
	Iteration 9Q: 3 clusters Score -1420263 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -1420392.000000 Penalty: 931.161072
	Iteration 10Q: 3 clusters Score -1420392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -1420481.125000 Penalty: 931.161072
	Iteration 11Q: 3 clusters Score -1420481 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -1420560.750000 Penalty: 931.161072
	Iteration 12Q: 3 clusters Score -1420561 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -1420639.250000 Penalty: 931.161072
	Iteration 13Q: 3 clusters Score -1420639 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -1420701.500000 Penalty: 931.161072
	Iteration 14Q: 3 clusters Score -1420702 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -1420773.625000 Penalty: 931.161072
	Iteration 15Q: 3 clusters Score -1420774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -1420834.000000 Penalty: 931.161072
	Iteration 16Q: 3 clusters Score -1420834 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -1420889.875000 Penalty: 931.161072
	Iteration 17Q: 3 clusters Score -1420890 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -1420942.375000 Penalty: 931.161072
	Iteration 18Q: 3 clusters Score -1420942 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -1421004.375000 Penalty: 931.161072
	Iteration 19Q: 3 clusters Score -1421004 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -1421055.875000 Penalty: 931.161072
	Iteration 20F: 3 clusters Score -1421056 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1421111.375000 Penalty: 931.161072
	Iteration 21Q: 3 clusters Score -1421111 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -1421161.000000 Penalty: 931.161072
	Iteration 22Q: 3 clusters Score -1421161 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -1421200.750000 Penalty: 931.161072
	Iteration 23Q: 3 clusters Score -1421201 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -1421247.625000 Penalty: 931.161072
	Iteration 24Q: 3 clusters Score -1421248 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -1421280.125000 Penalty: 931.161072
	Iteration 25Q: 3 clusters Score -1421280 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -1421305.125000 Penalty: 931.161072
	Iteration 26Q: 3 clusters Score -1421305 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -1421324.250000 Penalty: 931.161072
	Iteration 27Q: 3 clusters Score -1421324 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -1421352.250000 Penalty: 931.161072
	Iteration 28Q: 3 clusters Score -1421352 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -1421391.875000 Penalty: 931.161072
	Iteration 29Q: 3 clusters Score -1421392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -1421417.375000 Penalty: 931.161072
	Iteration 30Q: 3 clusters Score -1421417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -1421442.125000 Penalty: 931.161072
	Iteration 31Q: 3 clusters Score -1421442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -1421460.000000 Penalty: 931.161072
	Iteration 32Q: 3 clusters Score -1421460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1421469.500000 Penalty: 931.161072
	Iteration 33Q: 3 clusters Score -1421470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -1421477.750000 Penalty: 931.161072
	Iteration 34Q: 3 clusters Score -1421478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -1421488.000000 Penalty: 931.161072
	Iteration 35Q: 3 clusters Score -1421488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -1421492.500000 Penalty: 931.161072
	Iteration 36Q: 3 clusters Score -1421492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -1421497.500000 Penalty: 931.161072
	Iteration 37Q: 3 clusters Score -1421498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -1421500.875000 Penalty: 931.161072
	Iteration 38Q: 3 clusters Score -1421501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -1421509.000000 Penalty: 931.161072
	Iteration 39Q: 3 clusters Score -1421509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -1421510.500000 Penalty: 931.161072
	Iteration 40F: 3 clusters Score -1421510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -1421513.125000 Penalty: 931.161072
	Iteration 41Q: 3 clusters Score -1421513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -1421518.000000 Penalty: 931.161072
	Iteration 42Q: 3 clusters Score -1421518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -1421520.000000 Penalty: 931.161072
	Iteration 43Q: 3 clusters Score -1421520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -1421520.875000 Penalty: 931.161072
	Iteration 44Q: 3 clusters Score -1421521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -1421524.000000 Penalty: 931.161072
	Iteration 45Q: 3 clusters Score -1421524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1421528.000000 Penalty: 931.161072
	Iteration 46Q: 3 clusters Score -1421528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -1421528.000000 Penalty: 931.161072
	Iteration 47Q: 3 clusters Score -1421528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -1421529.125000 Penalty: 931.161072
	Iteration 48Q: 3 clusters Score -1421529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -1421531.750000 Penalty: 931.161072
	Iteration 49Q: 3 clusters Score -1421532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -1421535.125000 Penalty: 931.161072
	Iteration 50Q: 3 clusters Score -1421535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -1421533.500000 Penalty: 931.161072
	Iteration 51Q: 3 clusters Score -1421534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -1421533.375000 Penalty: 931.161072
	Iteration 52Q: 3 clusters Score -1421533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -1421532.125000 Penalty: 931.161072
	Iteration 53Q: 3 clusters Score -1421532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -1421533.125000 Penalty: 931.161072
	Iteration 54Q: 3 clusters Score -1421533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -1421535.125000 Penalty: 931.161072
	Iteration 55Q: 3 clusters Score -1421535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -1421535.000000 Penalty: 931.161072
	Iteration 56Q: 3 clusters Score -1421535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -1421535.125000 Penalty: 931.161072
	Iteration 57Q: 3 clusters Score -1421535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -1421534.125000 Penalty: 931.161072
	Iteration 58Q: 3 clusters Score -1421534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -1421534.125000 Penalty: 931.161072
	Iteration 59F: 3 clusters Score -1421534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Entering Unmasked Estep 
Score: -1573670.875000 Penalty: 474.512085
	Iteration 0F: 2 clusters Score -1573671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1551023.125000 Penalty: 949.024170
	Iteration 0F: 3 clusters Score -1551023 nChanged 16336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1560515.375000 Penalty: 949.024170
	Iteration 1F: 3 clusters Score -1560515 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1561044.375000 Penalty: 949.024170
	Iteration 2Q: 3 clusters Score -1561044 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1561822.375000 Penalty: 949.024170
	Iteration 3Q: 3 clusters Score -1561822 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1563040.375000 Penalty: 949.024170
	Iteration 4F: 3 clusters Score -1563040 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1564804.750000 Penalty: 949.024170
	Iteration 5F: 3 clusters Score -1564805 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1566793.375000 Penalty: 949.024170
	Iteration 6F: 3 clusters Score -1566793 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1568344.500000 Penalty: 949.024170
	Iteration 7Q: 3 clusters Score -1568344 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1569237.375000 Penalty: 949.024170
	Iteration 8Q: 3 clusters Score -1569237 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1569820.500000 Penalty: 949.024170
	Iteration 9Q: 3 clusters Score -1569820 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1570280.750000 Penalty: 949.024170
	Iteration 10Q: 3 clusters Score -1570281 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1570731.750000 Penalty: 949.024170
	Iteration 11Q: 3 clusters Score -1570732 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1571199.875000 Penalty: 949.024170
	Iteration 12Q: 3 clusters Score -1571200 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1571671.625000 Penalty: 949.024170
	Iteration 13Q: 3 clusters Score -1571672 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1572102.500000 Penalty: 949.024170
	Iteration 14Q: 3 clusters Score -1572102 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1572464.250000 Penalty: 949.024170
	Iteration 15Q: 3 clusters Score -1572464 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1572749.000000 Penalty: 949.024170
	Iteration 16Q: 3 clusters Score -1572749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1572933.625000 Penalty: 949.024170
	Iteration 17Q: 3 clusters Score -1572934 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1573075.250000 Penalty: 949.024170
	Iteration 18Q: 3 clusters Score -1573075 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1573155.875000 Penalty: 949.024170
	Iteration 19Q: 3 clusters Score -1573156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1573204.750000 Penalty: 949.024170
	Iteration 20F: 3 clusters Score -1573205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1573223.625000 Penalty: 949.024170
	Iteration 21Q: 3 clusters Score -1573224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1573236.125000 Penalty: 949.024170
	Iteration 22Q: 3 clusters Score -1573236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1573249.875000 Penalty: 949.024170
	Iteration 23Q: 3 clusters Score -1573250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1573254.875000 Penalty: 949.024170
	Iteration 24Q: 3 clusters Score -1573255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1573256.875000 Penalty: 949.024170
	Iteration 25Q: 3 clusters Score -1573257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1573256.875000 Penalty: 949.024170
	Iteration 26F: 3 clusters Score -1573257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -110603.281250 Penalty: 348.791779
	Iteration 0F: 2 clusters Score -110603.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109078.328125 Penalty: 697.583557
	Iteration 0F: 3 clusters Score -109078.3 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -109621.656250 Penalty: 697.583557
	Iteration 1F: 3 clusters Score -109621.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -109717.132812 Penalty: 697.583557
	Iteration 2F: 3 clusters Score -109717.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -109810.820312 Penalty: 697.583557
	Iteration 3F: 3 clusters Score -109810.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -109890.679688 Penalty: 697.583557
	Iteration 4F: 3 clusters Score -109890.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -109955.000000 Penalty: 697.583557
	Iteration 5Q: 3 clusters Score -109955 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -109998.828125 Penalty: 697.583557
	Iteration 6Q: 3 clusters Score -109998.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -110024.375000 Penalty: 697.583557
	Iteration 7Q: 3 clusters Score -110024.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -110042.781250 Penalty: 697.583557
	Iteration 8Q: 3 clusters Score -110042.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110059.554688 Penalty: 697.583557
	Iteration 9Q: 3 clusters Score -110059.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110075.976562 Penalty: 697.583557
	Iteration 10Q: 3 clusters Score -110076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -110089.632812 Penalty: 697.583557
	Iteration 11Q: 3 clusters Score -110089.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110102.328125 Penalty: 697.583557
	Iteration 12Q: 3 clusters Score -110102.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110114.328125 Penalty: 697.583557
	Iteration 13Q: 3 clusters Score -110114.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -110127.906250 Penalty: 697.583557
	Iteration 14Q: 3 clusters Score -110127.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110140.929688 Penalty: 697.583557
	Iteration 15Q: 3 clusters Score -110140.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -110155.921875 Penalty: 697.583557
	Iteration 16Q: 3 clusters Score -110155.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -110163.882812 Penalty: 697.583557
	Iteration 17Q: 3 clusters Score -110163.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -110167.234375 Penalty: 697.583557
	Iteration 18Q: 3 clusters Score -110167.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -110171.757812 Penalty: 697.583557
	Iteration 19Q: 3 clusters Score -110171.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -110175.484375 Penalty: 697.583557
	Iteration 20F: 3 clusters Score -110175.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -110177.218750 Penalty: 697.583557
	Iteration 21Q: 3 clusters Score -110177.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -110179.789062 Penalty: 697.583557
	Iteration 22Q: 3 clusters Score -110179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -110181.484375 Penalty: 697.583557
	Iteration 23Q: 3 clusters Score -110181.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -110184.015625 Penalty: 697.583557
	Iteration 24Q: 3 clusters Score -110184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -110186.031250 Penalty: 697.583557
	Iteration 25Q: 3 clusters Score -110186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -110188.617188 Penalty: 697.583557
	Iteration 26Q: 3 clusters Score -110188.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -110195.195312 Penalty: 697.583557
	Iteration 27Q: 3 clusters Score -110195.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -110203.734375 Penalty: 697.583557
	Iteration 28Q: 3 clusters Score -110203.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -110208.820312 Penalty: 697.583557
	Iteration 29Q: 3 clusters Score -110208.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -110212.218750 Penalty: 697.583557
	Iteration 30Q: 3 clusters Score -110212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -110213.234375 Penalty: 697.583557
	Iteration 31Q: 3 clusters Score -110213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -110214.000000 Penalty: 697.583557
	Iteration 32Q: 3 clusters Score -110214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -110215.093750 Penalty: 697.583557
	Iteration 33Q: 3 clusters Score -110215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -110215.671875 Penalty: 697.583557
	Iteration 34Q: 3 clusters Score -110215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -110217.320312 Penalty: 697.583557
	Iteration 35Q: 3 clusters Score -110217.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -110218.367188 Penalty: 697.583557
	Iteration 36Q: 3 clusters Score -110218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -110219.179688 Penalty: 697.583557
	Iteration 37Q: 3 clusters Score -110219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -110219.687500 Penalty: 697.583557
	Iteration 38Q: 3 clusters Score -110219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -110220.210938 Penalty: 697.583557
	Iteration 39Q: 3 clusters Score -110220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -110220.742188 Penalty: 697.583557
	Iteration 40F: 3 clusters Score -110220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110221.164062 Penalty: 697.583557
	Iteration 41Q: 3 clusters Score -110221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -110221.320312 Penalty: 697.583557
	Iteration 42Q: 3 clusters Score -110221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -110221.273438 Penalty: 697.583557
	Iteration 43Q: 3 clusters Score -110221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -110221.273438 Penalty: 697.583557
	Iteration 44F: 3 clusters Score -110221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -20143.894531 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -20143.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19659.052734 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -19659.05 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19762.703125 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -19762.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19805.253906 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -19805.25 nChanged 31
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: -19865.890625 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -19865.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19926.718750 Penalty: 563.876404
	Iteration 4F: 3 clusters Score -19926.72 nChanged 28
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: -19991.525391 Penalty: 563.876404
	Iteration 5F: 3 clusters Score -19991.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20056.386719 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -20056.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20080.839844 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -20080.84 nChanged 8
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: -20084.511719 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -20084.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20087.537109 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -20087.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20091.177734 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -20091.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20091.859375 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -20091.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20091.859375 Penalty: 563.876404
	Iteration 12F: 3 clusters Score -20091.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5078.284180 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5078.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4839.456055 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -4839.456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4888.734375 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -4888.734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4910.512695 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -4910.513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4911.473145 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -4911.473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4912.077148 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -4912.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4912.260254 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -4912.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4912.260254 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -4912.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -10879.072266 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10879.07 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 135 members 
Entering Unmasked Estep 
Score: -10550.730469 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10550.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10642.604492 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10642.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10667.092773 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10667.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10680.975586 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -10680.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10698.009766 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10698.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10706.458008 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10706.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10711.883789 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10711.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10713.122070 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10713.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10713.122070 Penalty: 515.644836
	Iteration 8F: 3 clusters Score -10713.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -109544.289062 Penalty: 352.279297
	Iteration 0F: 2 clusters Score -109544.3 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 1170 members 
Entering Unmasked Estep 
Score: -107904.804688 Penalty: 704.558594
	Iteration 0F: 3 clusters Score -107904.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -108449.250000 Penalty: 704.558594
	Iteration 1F: 3 clusters Score -108449.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -108571.796875 Penalty: 704.558594
	Iteration 2F: 3 clusters Score -108571.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -108679.632812 Penalty: 704.558594
	Iteration 3F: 3 clusters Score -108679.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -108754.203125 Penalty: 704.558594
	Iteration 4F: 3 clusters Score -108754.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -108794.812500 Penalty: 704.558594
	Iteration 5Q: 3 clusters Score -108794.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -108834.968750 Penalty: 704.558594
	Iteration 6Q: 3 clusters Score -108835 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -108879.093750 Penalty: 704.558594
	Iteration 7Q: 3 clusters Score -108879.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -108914.078125 Penalty: 704.558594
	Iteration 8Q: 3 clusters Score -108914.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -108949.312500 Penalty: 704.558594
	Iteration 9Q: 3 clusters Score -108949.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -108978.921875 Penalty: 704.558594
	Iteration 10Q: 3 clusters Score -108978.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -109012.140625 Penalty: 704.558594
	Iteration 11Q: 3 clusters Score -109012.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -109046.281250 Penalty: 704.558594
	Iteration 12Q: 3 clusters Score -109046.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -109078.398438 Penalty: 704.558594
	Iteration 13Q: 3 clusters Score -109078.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -109103.132812 Penalty: 704.558594
	Iteration 14Q: 3 clusters Score -109103.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -109121.609375 Penalty: 704.558594
	Iteration 15Q: 3 clusters Score -109121.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -109140.414062 Penalty: 704.558594
	Iteration 16Q: 3 clusters Score -109140.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -109161.109375 Penalty: 704.558594
	Iteration 17Q: 3 clusters Score -109161.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -109183.468750 Penalty: 704.558594
	Iteration 18Q: 3 clusters Score -109183.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -109204.656250 Penalty: 704.558594
	Iteration 19Q: 3 clusters Score -109204.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -109224.148438 Penalty: 704.558594
	Iteration 20F: 3 clusters Score -109224.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -109248.343750 Penalty: 704.558594
	Iteration 21Q: 3 clusters Score -109248.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -109274.179688 Penalty: 704.558594
	Iteration 22Q: 3 clusters Score -109274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -109301.468750 Penalty: 704.558594
	Iteration 23Q: 3 clusters Score -109301.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -109324.023438 Penalty: 704.558594
	Iteration 24Q: 3 clusters Score -109324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -109347.218750 Penalty: 704.558594
	Iteration 25Q: 3 clusters Score -109347.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -109359.085938 Penalty: 704.558594
	Iteration 26Q: 3 clusters Score -109359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -109362.265625 Penalty: 704.558594
	Iteration 27Q: 3 clusters Score -109362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -109364.367188 Penalty: 704.558594
	Iteration 28Q: 3 clusters Score -109364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -109366.875000 Penalty: 704.558594
	Iteration 29Q: 3 clusters Score -109366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -109367.437500 Penalty: 704.558594
	Iteration 30Q: 3 clusters Score -109367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -109367.742188 Penalty: 704.558594
	Iteration 31Q: 3 clusters Score -109367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -109369.406250 Penalty: 704.558594
	Iteration 32Q: 3 clusters Score -109369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -109370.546875 Penalty: 704.558594
	Iteration 33Q: 3 clusters Score -109370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -109371.187500 Penalty: 704.558594
	Iteration 34Q: 3 clusters Score -109371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -109371.539062 Penalty: 704.558594
	Iteration 35Q: 3 clusters Score -109371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -109371.539062 Penalty: 704.558594
	Iteration 36F: 3 clusters Score -109371.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -59318.785156 Penalty: 327.072784
	Iteration 0F: 2 clusters Score -59318.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -58301.023438 Penalty: 654.145569
	Iteration 0F: 3 clusters Score -58301.02 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58733.992188 Penalty: 654.145569
	Iteration 1F: 3 clusters Score -58733.99 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58857.031250 Penalty: 654.145569
	Iteration 2F: 3 clusters Score -58857.03 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58950.160156 Penalty: 654.145569
	Iteration 3F: 3 clusters Score -58950.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59001.468750 Penalty: 654.145569
	Iteration 4Q: 3 clusters Score -59001.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59022.976562 Penalty: 654.145569
	Iteration 5Q: 3 clusters Score -59022.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59041.097656 Penalty: 654.145569
	Iteration 6Q: 3 clusters Score -59041.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59054.128906 Penalty: 654.145569
	Iteration 7Q: 3 clusters Score -59054.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59060.949219 Penalty: 654.145569
	Iteration 8Q: 3 clusters Score -59060.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59069.609375 Penalty: 654.145569
	Iteration 9Q: 3 clusters Score -59069.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59077.277344 Penalty: 654.145569
	Iteration 10Q: 3 clusters Score -59077.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59089.746094 Penalty: 654.145569
	Iteration 11Q: 3 clusters Score -59089.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -59092.890625 Penalty: 654.145569
	Iteration 12Q: 3 clusters Score -59092.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -59093.660156 Penalty: 654.145569
	Iteration 13Q: 3 clusters Score -59093.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59094.035156 Penalty: 654.145569
	Iteration 14Q: 3 clusters Score -59094.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59094.035156 Penalty: 654.145569
	Iteration 15F: 3 clusters Score -59094.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -113819.500000 Penalty: 353.043030
	Iteration 0F: 2 clusters Score -113819.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -112135.664062 Penalty: 706.086060
	Iteration 0F: 3 clusters Score -112135.7 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -112632.796875 Penalty: 706.086060
	Iteration 1F: 3 clusters Score -112632.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -112707.101562 Penalty: 706.086060
	Iteration 2F: 3 clusters Score -112707.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -112791.414062 Penalty: 706.086060
	Iteration 3F: 3 clusters Score -112791.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112871.007812 Penalty: 706.086060
	Iteration 4F: 3 clusters Score -112871 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -112935.242188 Penalty: 706.086060
	Iteration 5F: 3 clusters Score -112935.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -112992.640625 Penalty: 706.086060
	Iteration 6Q: 3 clusters Score -112992.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113070.773438 Penalty: 706.086060
	Iteration 7Q: 3 clusters Score -113070.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113142.421875 Penalty: 706.086060
	Iteration 8Q: 3 clusters Score -113142.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113209.898438 Penalty: 706.086060
	Iteration 9Q: 3 clusters Score -113209.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113282.437500 Penalty: 706.086060
	Iteration 10Q: 3 clusters Score -113282.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -113340.140625 Penalty: 706.086060
	Iteration 11Q: 3 clusters Score -113340.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -113387.726562 Penalty: 706.086060
	Iteration 12Q: 3 clusters Score -113387.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -113428.453125 Penalty: 706.086060
	Iteration 13Q: 3 clusters Score -113428.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -113459.156250 Penalty: 706.086060
	Iteration 14Q: 3 clusters Score -113459.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -113476.359375 Penalty: 706.086060
	Iteration 15Q: 3 clusters Score -113476.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -113479.601562 Penalty: 706.086060
	Iteration 16Q: 3 clusters Score -113479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -113486.796875 Penalty: 706.086060
	Iteration 17Q: 3 clusters Score -113486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -113494.789062 Penalty: 706.086060
	Iteration 18Q: 3 clusters Score -113494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -113497.484375 Penalty: 706.086060
	Iteration 19Q: 3 clusters Score -113497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -113499.773438 Penalty: 706.086060
	Iteration 20F: 3 clusters Score -113499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -113501.812500 Penalty: 706.086060
	Iteration 21Q: 3 clusters Score -113501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -113501.812500 Penalty: 706.086060
	Iteration 22F: 3 clusters Score -113501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -7475.778320 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -7475.778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7213.996094 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -7213.996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7286.380859 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -7286.381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7304.436523 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -7304.437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7308.349121 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -7308.349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7312.369141 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -7312.369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7314.097656 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -7314.098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7314.097656 Penalty: 475.052399
	Iteration 6F: 3 clusters Score -7314.098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -12175.055664 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -12175.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11830.674805 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -11830.67 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11923.084961 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -11923.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11939.331055 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -11939.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11952.095703 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -11952.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11960.652344 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -11960.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11965.813477 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -11965.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11970.925781 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -11970.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11973.839844 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -11973.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11976.807617 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -11976.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11976.953125 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -11976.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11976.953125 Penalty: 515.329407
	Iteration 10F: 3 clusters Score -11976.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 347185 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33821 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387954.000000 Penalty: 18180.298828
Iteration 239Q: 31 clusters Score -2.838795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 347192 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33829 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387962.000000 Penalty: 18180.298828
Iteration 240F: 31 clusters Score -2.838796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 347193 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33832 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387946.000000 Penalty: 18180.298828
Iteration 241Q: 31 clusters Score -2.838795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 10 contains 9389 members 
Mstep: Class 11 contains 347195 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33832 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387942.000000 Penalty: 18180.298828
Iteration 242Q: 31 clusters Score -2.838794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 10 contains 9388 members 
Mstep: Class 11 contains 347196 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33831 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387936.000000 Penalty: 18180.298828
Iteration 243Q: 31 clusters Score -2.838794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 9387 members 
Mstep: Class 11 contains 347200 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 3699 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33829 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387946.000000 Penalty: 18180.298828
Iteration 244Q: 31 clusters Score -2.838795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 9380 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33835 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387960.000000 Penalty: 18180.298828
Iteration 245Q: 31 clusters Score -2.838796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 9376 members 
Mstep: Class 11 contains 347205 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33838 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387964.000000 Penalty: 18180.298828
Iteration 246Q: 31 clusters Score -2.838796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33848 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387978.000000 Penalty: 18180.298828
Iteration 247Q: 31 clusters Score -2.838798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26271 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 347205 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33850 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387990.000000 Penalty: 18180.298828
Iteration 248Q: 31 clusters Score -2.838799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9367 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33855 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387984.000000 Penalty: 18180.298828
Iteration 249Q: 31 clusters Score -2.838798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9367 members 
Mstep: Class 11 contains 347205 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33854 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387960.000000 Penalty: 18180.298828
Iteration 250Q: 31 clusters Score -2.838796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 347205 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33855 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387960.000000 Penalty: 18180.298828
Iteration 251Q: 31 clusters Score -2.838796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3689 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33858 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387978.000000 Penalty: 18180.298828
Iteration 252Q: 31 clusters Score -2.838798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33857 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387964.000000 Penalty: 18180.298828
Iteration 253Q: 31 clusters Score -2.838796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33858 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387980.000000 Penalty: 18180.298828
Iteration 254Q: 31 clusters Score -2.838798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3685 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33861 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387982.000000 Penalty: 18180.298828
Iteration 255Q: 31 clusters Score -2.838798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33863 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387996.000000 Penalty: 18180.298828
Iteration 256Q: 31 clusters Score -2.8388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 347202 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33867 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387998.000000 Penalty: 18180.298828
Iteration 257Q: 31 clusters Score -2.8388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 347201 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33872 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387988.000000 Penalty: 18180.298828
Iteration 258Q: 31 clusters Score -2.838799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33877 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387988.000000 Penalty: 18180.298828
Iteration 259Q: 31 clusters Score -2.838799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 10 contains 9367 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33883 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387996.000000 Penalty: 18180.298828
Iteration 260F: 31 clusters Score -2.8388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26272 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 9363 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33896 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387998.000000 Penalty: 18180.298828
Iteration 261Q: 31 clusters Score -2.8388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 9360 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33904 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387984.000000 Penalty: 18180.298828
Iteration 262Q: 31 clusters Score -2.838798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2021 members 
Mstep: Class 10 contains 9358 members 
Mstep: Class 11 contains 347205 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33908 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387986.000000 Penalty: 18180.298828
Iteration 263Q: 31 clusters Score -2.838799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33915 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387982.000000 Penalty: 18180.298828
Iteration 264Q: 31 clusters Score -2.838798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2019 members 
Mstep: Class 10 contains 9352 members 
Mstep: Class 11 contains 347201 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3685 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33921 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387978.000000 Penalty: 18180.298828
Iteration 265Q: 31 clusters Score -2.838798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2017 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33924 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387998.000000 Penalty: 18180.298828
Iteration 266Q: 31 clusters Score -2.8388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2016 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33928 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387998.000000 Penalty: 18180.298828
Iteration 267Q: 31 clusters Score -2.8388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33932 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388000.000000 Penalty: 18180.298828
Iteration 268Q: 31 clusters Score -2.8388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 347203 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33933 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387990.000000 Penalty: 18180.298828
Iteration 269Q: 31 clusters Score -2.838799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 347204 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33932 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388002.000000 Penalty: 18180.298828
Iteration 270Q: 31 clusters Score -2.8388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 347206 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33930 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387992.000000 Penalty: 18180.298828
Iteration 271Q: 31 clusters Score -2.838799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 347206 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33930 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387992.000000 Penalty: 18180.298828
Iteration 272F: 31 clusters Score -2.838799e+07 nChanged 0
Entering ConstructFrom: 
Score: -28387992.000000 Penalty: 18180.298828
Entering ConstructFrom: 
Trying to split cluster 1 (107958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107958 members 
Entering Unmasked Estep 
Score: -5290018.500000 Penalty: 527.322144
	Iteration 0F: 2 clusters Score -5290018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -5216943.500000 Penalty: 1054.644287
	Iteration 0F: 3 clusters Score -5216944 nChanged 53068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -5248913.500000 Penalty: 1054.644287
	Iteration 1F: 3 clusters Score -5248914 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -5250503.000000 Penalty: 1054.644287
	Iteration 2Q: 3 clusters Score -5250503 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5253296.500000 Penalty: 1054.644287
	Iteration 3F: 3 clusters Score -5253296 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -5258366.500000 Penalty: 1054.644287
	Iteration 4F: 3 clusters Score -5258366 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5266643.000000 Penalty: 1054.644287
	Iteration 5F: 3 clusters Score -5266643 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5276802.000000 Penalty: 1054.644287
	Iteration 6F: 3 clusters Score -5276802 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -5284717.500000 Penalty: 1054.644287
	Iteration 7F: 3 clusters Score -5284718 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5288324.500000 Penalty: 1054.644287
	Iteration 8Q: 3 clusters Score -5288324 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107657 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5289293.500000 Penalty: 1054.644287
	Iteration 9Q: 3 clusters Score -5289294 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5289463.500000 Penalty: 1054.644287
	Iteration 10Q: 3 clusters Score -5289464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5289505.000000 Penalty: 1054.644287
	Iteration 11Q: 3 clusters Score -5289505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5289525.000000 Penalty: 1054.644287
	Iteration 12Q: 3 clusters Score -5289525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5289527.500000 Penalty: 1054.644287
	Iteration 13Q: 3 clusters Score -5289528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5289527.500000 Penalty: 1054.644287
	Iteration 14Q: 3 clusters Score -5289528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5289527.500000 Penalty: 1054.644287
	Iteration 15F: 3 clusters Score -5289528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9316.135742 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9316.136 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 111 members 
Entering Unmasked Estep 
Score: -8995.499023 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -8995.499 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9068.996094 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9068.996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9089.184570 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9089.185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9101.068359 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9101.068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9104.474609 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9104.475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9105.683594 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9105.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9105.683594 Penalty: 497.593475
	Iteration 6F: 3 clusters Score -9105.684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -8373.165039 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -8373.165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8117.341309 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -8117.341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8222.903320 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -8222.903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8253.046875 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -8253.047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8269.439453 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -8269.439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8280.577148 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -8280.577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8290.578125 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -8290.578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8293.676758 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -8293.677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8298.700195 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -8298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8298.700195 Penalty: 483.052338
	Iteration 8F: 3 clusters Score -8298.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -15124.713867 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -15124.71 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 193 members 
Entering Unmasked Estep 
Score: -14733.361328 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -14733.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14824.192383 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -14824.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14848.409180 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -14848.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14858.040039 Penalty: 532.288574
	Iteration 3Q: 3 clusters Score -14858.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14863.647461 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -14863.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14868.366211 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -14868.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14872.187500 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -14872.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14878.338867 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -14878.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14880.552734 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -14880.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14882.514648 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -14882.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14883.629883 Penalty: 532.288574
	Iteration 10Q: 3 clusters Score -14883.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14883.629883 Penalty: 532.288574
	Iteration 11F: 3 clusters Score -14883.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -215777.390625 Penalty: 381.911957
	Iteration 0F: 2 clusters Score -215777.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -212780.046875 Penalty: 763.823914
	Iteration 0F: 3 clusters Score -212780 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -213868.484375 Penalty: 763.823914
	Iteration 1F: 3 clusters Score -213868.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -213992.093750 Penalty: 763.823914
	Iteration 2F: 3 clusters Score -213992.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -214134.578125 Penalty: 763.823914
	Iteration 3F: 3 clusters Score -214134.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -214285.484375 Penalty: 763.823914
	Iteration 4F: 3 clusters Score -214285.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -214472.015625 Penalty: 763.823914
	Iteration 5F: 3 clusters Score -214472 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -214680.796875 Penalty: 763.823914
	Iteration 6F: 3 clusters Score -214680.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -214849.031250 Penalty: 763.823914
	Iteration 7F: 3 clusters Score -214849 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -214949.421875 Penalty: 763.823914
	Iteration 8Q: 3 clusters Score -214949.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -215034.609375 Penalty: 763.823914
	Iteration 9Q: 3 clusters Score -215034.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -215115.687500 Penalty: 763.823914
	Iteration 10Q: 3 clusters Score -215115.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -215188.406250 Penalty: 763.823914
	Iteration 11Q: 3 clusters Score -215188.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -215257.531250 Penalty: 763.823914
	Iteration 12Q: 3 clusters Score -215257.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -215318.500000 Penalty: 763.823914
	Iteration 13Q: 3 clusters Score -215318.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -215372.078125 Penalty: 763.823914
	Iteration 14Q: 3 clusters Score -215372.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -215427.125000 Penalty: 763.823914
	Iteration 15Q: 3 clusters Score -215427.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -215465.437500 Penalty: 763.823914
	Iteration 16Q: 3 clusters Score -215465.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -215483.937500 Penalty: 763.823914
	Iteration 17Q: 3 clusters Score -215483.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -215490.921875 Penalty: 763.823914
	Iteration 18Q: 3 clusters Score -215490.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -215497.359375 Penalty: 763.823914
	Iteration 19Q: 3 clusters Score -215497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -215502.109375 Penalty: 763.823914
	Iteration 20F: 3 clusters Score -215502.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -215504.625000 Penalty: 763.823914
	Iteration 21Q: 3 clusters Score -215504.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -215506.625000 Penalty: 763.823914
	Iteration 22Q: 3 clusters Score -215506.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -215509.031250 Penalty: 763.823914
	Iteration 23Q: 3 clusters Score -215509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -215510.937500 Penalty: 763.823914
	Iteration 24Q: 3 clusters Score -215510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -215511.718750 Penalty: 763.823914
	Iteration 25Q: 3 clusters Score -215511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -215512.468750 Penalty: 763.823914
	Iteration 26Q: 3 clusters Score -215512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -215513.562500 Penalty: 763.823914
	Iteration 27Q: 3 clusters Score -215513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -215515.484375 Penalty: 763.823914
	Iteration 28Q: 3 clusters Score -215515.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -215516.921875 Penalty: 763.823914
	Iteration 29Q: 3 clusters Score -215516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -215517.921875 Penalty: 763.823914
	Iteration 30Q: 3 clusters Score -215517.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -215519.562500 Penalty: 763.823914
	Iteration 31Q: 3 clusters Score -215519.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -215520.812500 Penalty: 763.823914
	Iteration 32Q: 3 clusters Score -215520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -215522.156250 Penalty: 763.823914
	Iteration 33Q: 3 clusters Score -215522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -215522.968750 Penalty: 763.823914
	Iteration 34Q: 3 clusters Score -215523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -215523.281250 Penalty: 763.823914
	Iteration 35Q: 3 clusters Score -215523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -215523.359375 Penalty: 763.823914
	Iteration 36Q: 3 clusters Score -215523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -215523.250000 Penalty: 763.823914
	Iteration 37Q: 3 clusters Score -215523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -215523.250000 Penalty: 763.823914
	Iteration 38F: 3 clusters Score -215523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -90041.648438 Penalty: 338.978607
	Iteration 0F: 2 clusters Score -90041.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -88742.953125 Penalty: 677.957214
	Iteration 0F: 3 clusters Score -88742.95 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -89141.585938 Penalty: 677.957214
	Iteration 1F: 3 clusters Score -89141.59 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -89216.351562 Penalty: 677.957214
	Iteration 2F: 3 clusters Score -89216.35 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -89277.273438 Penalty: 677.957214
	Iteration 3F: 3 clusters Score -89277.27 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -89333.718750 Penalty: 677.957214
	Iteration 4F: 3 clusters Score -89333.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -89377.085938 Penalty: 677.957214
	Iteration 5Q: 3 clusters Score -89377.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -89415.570312 Penalty: 677.957214
	Iteration 6Q: 3 clusters Score -89415.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -89455.078125 Penalty: 677.957214
	Iteration 7Q: 3 clusters Score -89455.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -89492.664062 Penalty: 677.957214
	Iteration 8Q: 3 clusters Score -89492.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -89529.953125 Penalty: 677.957214
	Iteration 9Q: 3 clusters Score -89529.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -89564.054688 Penalty: 677.957214
	Iteration 10Q: 3 clusters Score -89564.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -89591.796875 Penalty: 677.957214
	Iteration 11Q: 3 clusters Score -89591.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -89606.914062 Penalty: 677.957214
	Iteration 12Q: 3 clusters Score -89606.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -89617.757812 Penalty: 677.957214
	Iteration 13Q: 3 clusters Score -89617.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -89625.953125 Penalty: 677.957214
	Iteration 14Q: 3 clusters Score -89625.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -89632.101562 Penalty: 677.957214
	Iteration 15Q: 3 clusters Score -89632.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -89634.820312 Penalty: 677.957214
	Iteration 16Q: 3 clusters Score -89634.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -89637.460938 Penalty: 677.957214
	Iteration 17Q: 3 clusters Score -89637.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89638.351562 Penalty: 677.957214
	Iteration 18Q: 3 clusters Score -89638.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89638.703125 Penalty: 677.957214
	Iteration 19Q: 3 clusters Score -89638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -89638.875000 Penalty: 677.957214
	Iteration 20F: 3 clusters Score -89638.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -89639.289062 Penalty: 677.957214
	Iteration 21Q: 3 clusters Score -89639.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89639.367188 Penalty: 677.957214
	Iteration 22Q: 3 clusters Score -89639.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89639.367188 Penalty: 677.957214
	Iteration 23F: 3 clusters Score -89639.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -27867.783203 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -27867.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27282.554688 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -27282.55 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27502.716797 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -27502.72 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27605.730469 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -27605.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27715.175781 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -27715.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27788.677734 Penalty: 594.706970
	Iteration 4Q: 3 clusters Score -27788.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27867.236328 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -27867.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27897.912109 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -27897.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27911.369141 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -27911.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27918.064453 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -27918.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27921.982422 Penalty: 594.706970
	Iteration 9Q: 3 clusters Score -27921.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27925.972656 Penalty: 594.706970
	Iteration 10Q: 3 clusters Score -27925.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27930.037109 Penalty: 594.706970
	Iteration 11Q: 3 clusters Score -27930.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27934.093750 Penalty: 594.706970
	Iteration 12Q: 3 clusters Score -27934.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27934.578125 Penalty: 594.706970
	Iteration 13Q: 3 clusters Score -27934.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27934.988281 Penalty: 594.706970
	Iteration 14Q: 3 clusters Score -27934.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27935.367188 Penalty: 594.706970
	Iteration 15Q: 3 clusters Score -27935.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27935.896484 Penalty: 594.706970
	Iteration 16Q: 3 clusters Score -27935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27936.447266 Penalty: 594.706970
	Iteration 17Q: 3 clusters Score -27936.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27936.781250 Penalty: 594.706970
	Iteration 18Q: 3 clusters Score -27936.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27937.371094 Penalty: 594.706970
	Iteration 19Q: 3 clusters Score -27937.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27937.371094 Penalty: 594.706970
	Iteration 20F: 3 clusters Score -27937.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 347206 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33930 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 273 members 
Entering Unmasked Estep 
Score: -28387750.000000 Penalty: 18786.308594
Splitting cluster 7 changes total score from -28387992.000000 to -28387750.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (26273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Entering Unmasked Estep 
Score: -1332507.250000 Penalty: 463.021515
	Iteration 0F: 2 clusters Score -1332507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1314985.500000 Penalty: 926.043030
	Iteration 0F: 3 clusters Score -1314986 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1322008.625000 Penalty: 926.043030
	Iteration 1F: 3 clusters Score -1322009 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1322386.000000 Penalty: 926.043030
	Iteration 2Q: 3 clusters Score -1322386 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1322956.625000 Penalty: 926.043030
	Iteration 3Q: 3 clusters Score -1322957 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1323887.500000 Penalty: 926.043030
	Iteration 4F: 3 clusters Score -1323888 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1325198.500000 Penalty: 926.043030
	Iteration 5F: 3 clusters Score -1325198 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1326690.375000 Penalty: 926.043030
	Iteration 6F: 3 clusters Score -1326690 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1328129.125000 Penalty: 926.043030
	Iteration 7F: 3 clusters Score -1328129 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1329100.375000 Penalty: 926.043030
	Iteration 8Q: 3 clusters Score -1329100 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1329647.625000 Penalty: 926.043030
	Iteration 9Q: 3 clusters Score -1329648 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1330038.875000 Penalty: 926.043030
	Iteration 10Q: 3 clusters Score -1330039 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1330374.500000 Penalty: 926.043030
	Iteration 11Q: 3 clusters Score -1330374 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1330672.250000 Penalty: 926.043030
	Iteration 12Q: 3 clusters Score -1330672 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1330944.875000 Penalty: 926.043030
	Iteration 13Q: 3 clusters Score -1330945 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1331194.750000 Penalty: 926.043030
	Iteration 14Q: 3 clusters Score -1331195 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1331405.625000 Penalty: 926.043030
	Iteration 15Q: 3 clusters Score -1331406 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1331591.375000 Penalty: 926.043030
	Iteration 16Q: 3 clusters Score -1331591 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1331739.375000 Penalty: 926.043030
	Iteration 17Q: 3 clusters Score -1331739 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1331841.750000 Penalty: 926.043030
	Iteration 18Q: 3 clusters Score -1331842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1331932.500000 Penalty: 926.043030
	Iteration 19Q: 3 clusters Score -1331932 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1331994.500000 Penalty: 926.043030
	Iteration 20F: 3 clusters Score -1331994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1332046.000000 Penalty: 926.043030
	Iteration 21Q: 3 clusters Score -1332046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1332094.750000 Penalty: 926.043030
	Iteration 22Q: 3 clusters Score -1332095 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1332127.250000 Penalty: 926.043030
	Iteration 23Q: 3 clusters Score -1332127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1332153.125000 Penalty: 926.043030
	Iteration 24Q: 3 clusters Score -1332153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1332167.875000 Penalty: 926.043030
	Iteration 25Q: 3 clusters Score -1332168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1332183.000000 Penalty: 926.043030
	Iteration 26Q: 3 clusters Score -1332183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1332196.000000 Penalty: 926.043030
	Iteration 27Q: 3 clusters Score -1332196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1332208.750000 Penalty: 926.043030
	Iteration 28Q: 3 clusters Score -1332209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1332221.625000 Penalty: 926.043030
	Iteration 29Q: 3 clusters Score -1332222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1332226.000000 Penalty: 926.043030
	Iteration 30Q: 3 clusters Score -1332226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1332227.875000 Penalty: 926.043030
	Iteration 31Q: 3 clusters Score -1332228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1332230.000000 Penalty: 926.043030
	Iteration 32Q: 3 clusters Score -1332230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1332232.375000 Penalty: 926.043030
	Iteration 33Q: 3 clusters Score -1332232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1332233.375000 Penalty: 926.043030
	Iteration 34Q: 3 clusters Score -1332233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1332236.875000 Penalty: 926.043030
	Iteration 35Q: 3 clusters Score -1332237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1332237.375000 Penalty: 926.043030
	Iteration 36Q: 3 clusters Score -1332237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1332239.250000 Penalty: 926.043030
	Iteration 37Q: 3 clusters Score -1332239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1332244.125000 Penalty: 926.043030
	Iteration 38Q: 3 clusters Score -1332244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1332245.375000 Penalty: 926.043030
	Iteration 39Q: 3 clusters Score -1332245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1332247.000000 Penalty: 926.043030
	Iteration 40F: 3 clusters Score -1332247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1332248.500000 Penalty: 926.043030
	Iteration 41Q: 3 clusters Score -1332248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1332248.250000 Penalty: 926.043030
	Iteration 42Q: 3 clusters Score -1332248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1332250.125000 Penalty: 926.043030
	Iteration 43Q: 3 clusters Score -1332250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1332252.375000 Penalty: 926.043030
	Iteration 44Q: 3 clusters Score -1332252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1332253.750000 Penalty: 926.043030
	Iteration 45Q: 3 clusters Score -1332254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1332252.250000 Penalty: 926.043030
	Iteration 46Q: 3 clusters Score -1332252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1332255.000000 Penalty: 926.043030
	Iteration 47Q: 3 clusters Score -1332255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1332253.875000 Penalty: 926.043030
	Iteration 48Q: 3 clusters Score -1332254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1332254.375000 Penalty: 926.043030
	Iteration 49Q: 3 clusters Score -1332254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1332257.625000 Penalty: 926.043030
	Iteration 50Q: 3 clusters Score -1332258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1332258.250000 Penalty: 926.043030
	Iteration 51Q: 3 clusters Score -1332258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1332257.000000 Penalty: 926.043030
	Iteration 52Q: 3 clusters Score -1332257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1332257.125000 Penalty: 926.043030
	Iteration 53Q: 3 clusters Score -1332257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1332257.125000 Penalty: 926.043030
	Iteration 54F: 3 clusters Score -1332257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -93792.648438 Penalty: 346.158447
	Iteration 0F: 2 clusters Score -93792.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -92334.460938 Penalty: 692.316895
	Iteration 0F: 3 clusters Score -92334.46 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -92832.289062 Penalty: 692.316895
	Iteration 1F: 3 clusters Score -92832.29 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -92930.171875 Penalty: 692.316895
	Iteration 2F: 3 clusters Score -92930.17 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -93033.328125 Penalty: 692.316895
	Iteration 3F: 3 clusters Score -93033.33 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -93153.187500 Penalty: 692.316895
	Iteration 4F: 3 clusters Score -93153.19 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -93291.398438 Penalty: 692.316895
	Iteration 5F: 3 clusters Score -93291.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -93416.617188 Penalty: 692.316895
	Iteration 6F: 3 clusters Score -93416.62 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -93500.382812 Penalty: 692.316895
	Iteration 7Q: 3 clusters Score -93500.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -93552.500000 Penalty: 692.316895
	Iteration 8Q: 3 clusters Score -93552.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -93578.398438 Penalty: 692.316895
	Iteration 9Q: 3 clusters Score -93578.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -93587.039062 Penalty: 692.316895
	Iteration 10Q: 3 clusters Score -93587.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -93590.796875 Penalty: 692.316895
	Iteration 11Q: 3 clusters Score -93590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -93594.726562 Penalty: 692.316895
	Iteration 12Q: 3 clusters Score -93594.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -93597.539062 Penalty: 692.316895
	Iteration 13Q: 3 clusters Score -93597.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -93598.437500 Penalty: 692.316895
	Iteration 14Q: 3 clusters Score -93598.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -93599.578125 Penalty: 692.316895
	Iteration 15Q: 3 clusters Score -93599.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -93600.414062 Penalty: 692.316895
	Iteration 16Q: 3 clusters Score -93600.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -93600.585938 Penalty: 692.316895
	Iteration 17Q: 3 clusters Score -93600.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -93600.632812 Penalty: 692.316895
	Iteration 18Q: 3 clusters Score -93600.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -93600.632812 Penalty: 692.316895
	Iteration 19F: 3 clusters Score -93600.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Entering Unmasked Estep 
Score: -428208.906250 Penalty: 415.973541
	Iteration 0F: 2 clusters Score -428208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -421925.218750 Penalty: 831.947083
	Iteration 0F: 3 clusters Score -421925.2 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -424349.531250 Penalty: 831.947083
	Iteration 1F: 3 clusters Score -424349.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -424458.531250 Penalty: 831.947083
	Iteration 2Q: 3 clusters Score -424458.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -424596.906250 Penalty: 831.947083
	Iteration 3Q: 3 clusters Score -424596.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -424779.437500 Penalty: 831.947083
	Iteration 4Q: 3 clusters Score -424779.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -425039.937500 Penalty: 831.947083
	Iteration 5F: 3 clusters Score -425039.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -425431.625000 Penalty: 831.947083
	Iteration 6F: 3 clusters Score -425431.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -425928.187500 Penalty: 831.947083
	Iteration 7F: 3 clusters Score -425928.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -426404.437500 Penalty: 831.947083
	Iteration 8F: 3 clusters Score -426404.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -426832.781250 Penalty: 831.947083
	Iteration 9F: 3 clusters Score -426832.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -427182.281250 Penalty: 831.947083
	Iteration 10Q: 3 clusters Score -427182.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -427442.375000 Penalty: 831.947083
	Iteration 11Q: 3 clusters Score -427442.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -427613.718750 Penalty: 831.947083
	Iteration 12Q: 3 clusters Score -427613.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -427734.437500 Penalty: 831.947083
	Iteration 13Q: 3 clusters Score -427734.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -427797.156250 Penalty: 831.947083
	Iteration 14Q: 3 clusters Score -427797.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -427828.781250 Penalty: 831.947083
	Iteration 15Q: 3 clusters Score -427828.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -427846.062500 Penalty: 831.947083
	Iteration 16Q: 3 clusters Score -427846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -427851.875000 Penalty: 831.947083
	Iteration 17Q: 3 clusters Score -427851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -427856.218750 Penalty: 831.947083
	Iteration 18Q: 3 clusters Score -427856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -427861.906250 Penalty: 831.947083
	Iteration 19Q: 3 clusters Score -427861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -427865.406250 Penalty: 831.947083
	Iteration 20F: 3 clusters Score -427865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -427870.750000 Penalty: 831.947083
	Iteration 21Q: 3 clusters Score -427870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -427871.375000 Penalty: 831.947083
	Iteration 22Q: 3 clusters Score -427871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -427871.375000 Penalty: 831.947083
	Iteration 23F: 3 clusters Score -427871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (347206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347206 members 
Entering Unmasked Estep 
Score: -16549391.000000 Penalty: 580.474121
	Iteration 0F: 2 clusters Score -1.654939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 174079 members 
Entering Unmasked Estep 
Score: -16321513.000000 Penalty: 1160.948242
	Iteration 0F: 3 clusters Score -1.632151e+07 nChanged 171724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136243 members 
Mstep: Class 2 contains 210963 members 
Entering Unmasked Estep 
Score: -16433809.000000 Penalty: 1160.948242
	Iteration 1F: 3 clusters Score -1.643381e+07 nChanged 21339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 226924 members 
Entering Unmasked Estep 
Score: -16444684.000000 Penalty: 1160.948242
	Iteration 2F: 3 clusters Score -1.644468e+07 nChanged 22754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 244692 members 
Entering Unmasked Estep 
Score: -16462741.000000 Penalty: 1160.948242
	Iteration 3F: 3 clusters Score -1.646274e+07 nChanged 21937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 259763 members 
Entering Unmasked Estep 
Score: -16485418.000000 Penalty: 1160.948242
	Iteration 4F: 3 clusters Score -1.648542e+07 nChanged 18834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 267547 members 
Entering Unmasked Estep 
Score: -16500316.000000 Penalty: 1160.948242
	Iteration 5F: 3 clusters Score -1.650032e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 271052 members 
Entering Unmasked Estep 
Score: -16505056.000000 Penalty: 1160.948242
	Iteration 6Q: 3 clusters Score -1.650506e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 274060 members 
Entering Unmasked Estep 
Score: -16506730.000000 Penalty: 1160.948242
	Iteration 7Q: 3 clusters Score -1.650673e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 277309 members 
Entering Unmasked Estep 
Score: -16508009.000000 Penalty: 1160.948242
	Iteration 8Q: 3 clusters Score -1.650801e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 280781 members 
Entering Unmasked Estep 
Score: -16509323.000000 Penalty: 1160.948242
	Iteration 9Q: 3 clusters Score -1.650932e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 284498 members 
Entering Unmasked Estep 
Score: -16511010.000000 Penalty: 1160.948242
	Iteration 10Q: 3 clusters Score -1.651101e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 288277 members 
Entering Unmasked Estep 
Score: -16513627.000000 Penalty: 1160.948242
	Iteration 11Q: 3 clusters Score -1.651363e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 292651 members 
Entering Unmasked Estep 
Score: -16517337.000000 Penalty: 1160.948242
	Iteration 12Q: 3 clusters Score -1.651734e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 297962 members 
Entering Unmasked Estep 
Score: -16521671.000000 Penalty: 1160.948242
	Iteration 13Q: 3 clusters Score -1.652167e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 304422 members 
Entering Unmasked Estep 
Score: -16527070.000000 Penalty: 1160.948242
	Iteration 14Q: 3 clusters Score -1.652707e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 312071 members 
Entering Unmasked Estep 
Score: -16532596.000000 Penalty: 1160.948242
	Iteration 15Q: 3 clusters Score -1.65326e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 320591 members 
Entering Unmasked Estep 
Score: -16537789.000000 Penalty: 1160.948242
	Iteration 16Q: 3 clusters Score -1.653779e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 329297 members 
Entering Unmasked Estep 
Score: -16542192.000000 Penalty: 1160.948242
	Iteration 17Q: 3 clusters Score -1.654219e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 336954 members 
Entering Unmasked Estep 
Score: -16545771.000000 Penalty: 1160.948242
	Iteration 18Q: 3 clusters Score -1.654577e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 342806 members 
Entering Unmasked Estep 
Score: -16548050.000000 Penalty: 1160.948242
	Iteration 19Q: 3 clusters Score -1.654805e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 345828 members 
Entering Unmasked Estep 
Score: -16548723.000000 Penalty: 1160.948242
	Iteration 20F: 3 clusters Score -1.654872e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 346839 members 
Entering Unmasked Estep 
Score: -16548774.000000 Penalty: 1160.948242
	Iteration 21Q: 3 clusters Score -1.654877e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 347079 members 
Entering Unmasked Estep 
Score: -16548912.000000 Penalty: 1160.948242
	Iteration 22Q: 3 clusters Score -1.654891e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 347135 members 
Entering Unmasked Estep 
Score: -16548899.000000 Penalty: 1160.948242
	Iteration 23Q: 3 clusters Score -1.65489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 347141 members 
Entering Unmasked Estep 
Score: -16548910.000000 Penalty: 1160.948242
	Iteration 24Q: 3 clusters Score -1.654891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 347146 members 
Entering Unmasked Estep 
Score: -16548920.000000 Penalty: 1160.948242
	Iteration 25Q: 3 clusters Score -1.654892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 347145 members 
Entering Unmasked Estep 
Score: -16548928.000000 Penalty: 1160.948242
	Iteration 26Q: 3 clusters Score -1.654893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 347145 members 
Entering Unmasked Estep 
Score: -16548928.000000 Penalty: 1160.948242
	Iteration 27F: 3 clusters Score -1.654893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -101760.656250 Penalty: 347.625610
	Iteration 0F: 2 clusters Score -101760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -100286.796875 Penalty: 695.251221
	Iteration 0F: 3 clusters Score -100286.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -100774.296875 Penalty: 695.251221
	Iteration 1F: 3 clusters Score -100774.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -100838.640625 Penalty: 695.251221
	Iteration 2F: 3 clusters Score -100838.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -100890.117188 Penalty: 695.251221
	Iteration 3Q: 3 clusters Score -100890.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -100939.273438 Penalty: 695.251221
	Iteration 4Q: 3 clusters Score -100939.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100992.289062 Penalty: 695.251221
	Iteration 5Q: 3 clusters Score -100992.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -101048.500000 Penalty: 695.251221
	Iteration 6Q: 3 clusters Score -101048.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101096.828125 Penalty: 695.251221
	Iteration 7Q: 3 clusters Score -101096.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101161.898438 Penalty: 695.251221
	Iteration 8Q: 3 clusters Score -101161.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101233.070312 Penalty: 695.251221
	Iteration 9Q: 3 clusters Score -101233.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101273.515625 Penalty: 695.251221
	Iteration 10Q: 3 clusters Score -101273.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -101308.507812 Penalty: 695.251221
	Iteration 11Q: 3 clusters Score -101308.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101325.804688 Penalty: 695.251221
	Iteration 12Q: 3 clusters Score -101325.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -101341.750000 Penalty: 695.251221
	Iteration 13Q: 3 clusters Score -101341.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101356.781250 Penalty: 695.251221
	Iteration 14Q: 3 clusters Score -101356.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101362.054688 Penalty: 695.251221
	Iteration 15Q: 3 clusters Score -101362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -101365.976562 Penalty: 695.251221
	Iteration 16Q: 3 clusters Score -101366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101367.390625 Penalty: 695.251221
	Iteration 17Q: 3 clusters Score -101367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -101367.968750 Penalty: 695.251221
	Iteration 18Q: 3 clusters Score -101368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -101368.304688 Penalty: 695.251221
	Iteration 19Q: 3 clusters Score -101368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -101369.000000 Penalty: 695.251221
	Iteration 20F: 3 clusters Score -101369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -101370.117188 Penalty: 695.251221
	Iteration 21Q: 3 clusters Score -101370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -101371.445312 Penalty: 695.251221
	Iteration 22Q: 3 clusters Score -101371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -101374.304688 Penalty: 695.251221
	Iteration 23Q: 3 clusters Score -101374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -101376.203125 Penalty: 695.251221
	Iteration 24Q: 3 clusters Score -101376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -101378.523438 Penalty: 695.251221
	Iteration 25Q: 3 clusters Score -101378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -101383.375000 Penalty: 695.251221
	Iteration 26Q: 3 clusters Score -101383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -101386.406250 Penalty: 695.251221
	Iteration 27Q: 3 clusters Score -101386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -101389.015625 Penalty: 695.251221
	Iteration 28Q: 3 clusters Score -101389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -101392.570312 Penalty: 695.251221
	Iteration 29Q: 3 clusters Score -101392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -101395.609375 Penalty: 695.251221
	Iteration 30Q: 3 clusters Score -101395.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -101399.039062 Penalty: 695.251221
	Iteration 31Q: 3 clusters Score -101399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -101404.898438 Penalty: 695.251221
	Iteration 32Q: 3 clusters Score -101404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -101409.015625 Penalty: 695.251221
	Iteration 33Q: 3 clusters Score -101409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -101414.976562 Penalty: 695.251221
	Iteration 34Q: 3 clusters Score -101415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -101417.906250 Penalty: 695.251221
	Iteration 35Q: 3 clusters Score -101417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -101419.906250 Penalty: 695.251221
	Iteration 36Q: 3 clusters Score -101419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -101421.460938 Penalty: 695.251221
	Iteration 37Q: 3 clusters Score -101421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -101422.710938 Penalty: 695.251221
	Iteration 38Q: 3 clusters Score -101422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -101424.835938 Penalty: 695.251221
	Iteration 39Q: 3 clusters Score -101424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -101430.726562 Penalty: 695.251221
	Iteration 40F: 3 clusters Score -101430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -101433.757812 Penalty: 695.251221
	Iteration 41Q: 3 clusters Score -101433.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -101434.703125 Penalty: 695.251221
	Iteration 42Q: 3 clusters Score -101434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -101434.703125 Penalty: 695.251221
	Iteration 43F: 3 clusters Score -101434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -59445.210938 Penalty: 327.244293
	Iteration 0F: 2 clusters Score -59445.21 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 663 members 
Entering Unmasked Estep 
Score: -58444.535156 Penalty: 654.488586
	Iteration 0F: 3 clusters Score -58444.54 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -58739.839844 Penalty: 654.488586
	Iteration 1F: 3 clusters Score -58739.84 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -58814.726562 Penalty: 654.488586
	Iteration 2F: 3 clusters Score -58814.73 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58901.679688 Penalty: 654.488586
	Iteration 3F: 3 clusters Score -58901.68 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -58990.140625 Penalty: 654.488586
	Iteration 4F: 3 clusters Score -58990.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -59102.191406 Penalty: 654.488586
	Iteration 5F: 3 clusters Score -59102.19 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -59202.796875 Penalty: 654.488586
	Iteration 6F: 3 clusters Score -59202.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -59256.722656 Penalty: 654.488586
	Iteration 7F: 3 clusters Score -59256.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -59278.019531 Penalty: 654.488586
	Iteration 8Q: 3 clusters Score -59278.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -59293.457031 Penalty: 654.488586
	Iteration 9Q: 3 clusters Score -59293.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -59305.523438 Penalty: 654.488586
	Iteration 10Q: 3 clusters Score -59305.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -59310.707031 Penalty: 654.488586
	Iteration 11Q: 3 clusters Score -59310.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -59312.859375 Penalty: 654.488586
	Iteration 12Q: 3 clusters Score -59312.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -59314.812500 Penalty: 654.488586
	Iteration 13Q: 3 clusters Score -59314.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -59314.812500 Penalty: 654.488586
	Iteration 14F: 3 clusters Score -59314.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -18408.501953 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -18408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17957.482422 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -17957.48 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18076.095703 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -18076.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18137.332031 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -18137.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18210.285156 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -18210.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -18255.542969 Penalty: 552.856506
	Iteration 4F: 3 clusters Score -18255.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18278.531250 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -18278.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18292.023438 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -18292.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18302.480469 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -18302.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18307.562500 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -18307.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18311.224609 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -18311.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18311.541016 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -18311.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -18311.984375 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -18311.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -18311.984375 Penalty: 552.856506
	Iteration 12F: 3 clusters Score -18311.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -8643.430664 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -8643.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8357.787109 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8357.787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8421.591797 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8421.592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8436.648438 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -8436.648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8439.347656 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -8439.348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8440.000000 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -8440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8440.000000 Penalty: 476.030884
	Iteration 5F: 3 clusters Score -8440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -21118.673828 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -21118.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20677.017578 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -20677.02 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20808.794922 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -20808.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20855.312500 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -20855.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20888.572266 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -20888.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20900.712891 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -20900.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20917.332031 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -20917.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20947.341797 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -20947.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20970.019531 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -20970.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20984.300781 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -20984.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20997.082031 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -20997.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21002.177734 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -21002.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21006.093750 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -21006.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21010.296875 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -21010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21012.451172 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -21012.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21014.212891 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -21014.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21016.121094 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -21016.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21016.943359 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -21016.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21019.349609 Penalty: 562.003906
	Iteration 17Q: 3 clusters Score -21019.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21019.349609 Penalty: 562.003906
	Iteration 18F: 3 clusters Score -21019.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -78305.500000 Penalty: 336.140778
	Iteration 0F: 2 clusters Score -78305.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -77113.390625 Penalty: 672.281555
	Iteration 0F: 3 clusters Score -77113.39 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -77489.164062 Penalty: 672.281555
	Iteration 1F: 3 clusters Score -77489.16 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -77604.320312 Penalty: 672.281555
	Iteration 2F: 3 clusters Score -77604.32 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -77728.960938 Penalty: 672.281555
	Iteration 3F: 3 clusters Score -77728.96 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77823.109375 Penalty: 672.281555
	Iteration 4F: 3 clusters Score -77823.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77905.078125 Penalty: 672.281555
	Iteration 5F: 3 clusters Score -77905.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77964.757812 Penalty: 672.281555
	Iteration 6Q: 3 clusters Score -77964.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77996.859375 Penalty: 672.281555
	Iteration 7Q: 3 clusters Score -77996.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78020.234375 Penalty: 672.281555
	Iteration 8Q: 3 clusters Score -78020.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78044.757812 Penalty: 672.281555
	Iteration 9Q: 3 clusters Score -78044.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78057.125000 Penalty: 672.281555
	Iteration 10Q: 3 clusters Score -78057.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78060.867188 Penalty: 672.281555
	Iteration 11Q: 3 clusters Score -78060.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78064.937500 Penalty: 672.281555
	Iteration 12Q: 3 clusters Score -78064.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78068.765625 Penalty: 672.281555
	Iteration 13Q: 3 clusters Score -78068.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78072.203125 Penalty: 672.281555
	Iteration 14Q: 3 clusters Score -78072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78076.242188 Penalty: 672.281555
	Iteration 15Q: 3 clusters Score -78076.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78078.843750 Penalty: 672.281555
	Iteration 16Q: 3 clusters Score -78078.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78081.093750 Penalty: 672.281555
	Iteration 17Q: 3 clusters Score -78081.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78082.851562 Penalty: 672.281555
	Iteration 18Q: 3 clusters Score -78082.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78085.054688 Penalty: 672.281555
	Iteration 19Q: 3 clusters Score -78085.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78085.257812 Penalty: 672.281555
	Iteration 20F: 3 clusters Score -78085.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78085.468750 Penalty: 672.281555
	Iteration 21Q: 3 clusters Score -78085.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78085.468750 Penalty: 672.281555
	Iteration 22F: 3 clusters Score -78085.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Entering Unmasked Estep 
Score: -1372620.500000 Penalty: 464.490387
	Iteration 0F: 2 clusters Score -1372620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1354481.250000 Penalty: 928.980774
	Iteration 0F: 3 clusters Score -1354481 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1361874.875000 Penalty: 928.980774
	Iteration 1F: 3 clusters Score -1361875 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1362174.750000 Penalty: 928.980774
	Iteration 2Q: 3 clusters Score -1362175 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1362571.250000 Penalty: 928.980774
	Iteration 3Q: 3 clusters Score -1362571 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1363144.750000 Penalty: 928.980774
	Iteration 4Q: 3 clusters Score -1363145 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1364096.375000 Penalty: 928.980774
	Iteration 5F: 3 clusters Score -1364096 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1365572.375000 Penalty: 928.980774
	Iteration 6F: 3 clusters Score -1365572 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -1367367.000000 Penalty: 928.980774
	Iteration 7F: 3 clusters Score -1367367 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -1369102.375000 Penalty: 928.980774
	Iteration 8F: 3 clusters Score -1369102 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -1370233.125000 Penalty: 928.980774
	Iteration 9Q: 3 clusters Score -1370233 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -1370788.625000 Penalty: 928.980774
	Iteration 10Q: 3 clusters Score -1370789 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -1371111.125000 Penalty: 928.980774
	Iteration 11Q: 3 clusters Score -1371111 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -1371343.500000 Penalty: 928.980774
	Iteration 12Q: 3 clusters Score -1371344 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -1371527.250000 Penalty: 928.980774
	Iteration 13Q: 3 clusters Score -1371527 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -1371691.125000 Penalty: 928.980774
	Iteration 14Q: 3 clusters Score -1371691 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -1371819.750000 Penalty: 928.980774
	Iteration 15Q: 3 clusters Score -1371820 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -1371919.625000 Penalty: 928.980774
	Iteration 16Q: 3 clusters Score -1371920 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -1371997.500000 Penalty: 928.980774
	Iteration 17Q: 3 clusters Score -1371998 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -1372061.875000 Penalty: 928.980774
	Iteration 18Q: 3 clusters Score -1372062 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -1372094.000000 Penalty: 928.980774
	Iteration 19Q: 3 clusters Score -1372094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -1372127.750000 Penalty: 928.980774
	Iteration 20F: 3 clusters Score -1372128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -1372150.750000 Penalty: 928.980774
	Iteration 21Q: 3 clusters Score -1372151 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -1372178.375000 Penalty: 928.980774
	Iteration 22Q: 3 clusters Score -1372178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -1372204.000000 Penalty: 928.980774
	Iteration 23Q: 3 clusters Score -1372204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -1372223.000000 Penalty: 928.980774
	Iteration 24Q: 3 clusters Score -1372223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -1372245.250000 Penalty: 928.980774
	Iteration 25Q: 3 clusters Score -1372245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -1372259.500000 Penalty: 928.980774
	Iteration 26Q: 3 clusters Score -1372260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -1372277.000000 Penalty: 928.980774
	Iteration 27Q: 3 clusters Score -1372277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -1372294.625000 Penalty: 928.980774
	Iteration 28Q: 3 clusters Score -1372295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -1372299.750000 Penalty: 928.980774
	Iteration 29Q: 3 clusters Score -1372300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -1372311.125000 Penalty: 928.980774
	Iteration 30Q: 3 clusters Score -1372311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -1372317.000000 Penalty: 928.980774
	Iteration 31Q: 3 clusters Score -1372317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -1372317.125000 Penalty: 928.980774
	Iteration 32Q: 3 clusters Score -1372317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -1372315.500000 Penalty: 928.980774
	Iteration 33Q: 3 clusters Score -1372316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -1372319.500000 Penalty: 928.980774
	Iteration 34Q: 3 clusters Score -1372320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -1372321.375000 Penalty: 928.980774
	Iteration 35Q: 3 clusters Score -1372321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -1372324.250000 Penalty: 928.980774
	Iteration 36Q: 3 clusters Score -1372324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -1372330.625000 Penalty: 928.980774
	Iteration 37Q: 3 clusters Score -1372331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -1372329.000000 Penalty: 928.980774
	Iteration 38Q: 3 clusters Score -1372329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -1372332.000000 Penalty: 928.980774
	Iteration 39Q: 3 clusters Score -1372332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -1372333.125000 Penalty: 928.980774
	Iteration 40F: 3 clusters Score -1372333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -1372334.375000 Penalty: 928.980774
	Iteration 41Q: 3 clusters Score -1372334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -1372334.625000 Penalty: 928.980774
	Iteration 42Q: 3 clusters Score -1372335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -1372335.250000 Penalty: 928.980774
	Iteration 43Q: 3 clusters Score -1372335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -1372334.750000 Penalty: 928.980774
	Iteration 44Q: 3 clusters Score -1372335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -1372334.750000 Penalty: 928.980774
	Iteration 45F: 3 clusters Score -1372335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -164579.265625 Penalty: 373.659546
	Iteration 0F: 2 clusters Score -164579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -162039.937500 Penalty: 747.319092
	Iteration 0F: 3 clusters Score -162039.9 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -162910.375000 Penalty: 747.319092
	Iteration 1F: 3 clusters Score -162910.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -162973.281250 Penalty: 747.319092
	Iteration 2Q: 3 clusters Score -162973.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -163023.203125 Penalty: 747.319092
	Iteration 3Q: 3 clusters Score -163023.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -163065.531250 Penalty: 747.319092
	Iteration 4Q: 3 clusters Score -163065.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -163106.734375 Penalty: 747.319092
	Iteration 5Q: 3 clusters Score -163106.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -163163.593750 Penalty: 747.319092
	Iteration 6Q: 3 clusters Score -163163.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -163234.187500 Penalty: 747.319092
	Iteration 7Q: 3 clusters Score -163234.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -163347.984375 Penalty: 747.319092
	Iteration 8Q: 3 clusters Score -163348 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -163497.609375 Penalty: 747.319092
	Iteration 9F: 3 clusters Score -163497.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -163719.187500 Penalty: 747.319092
	Iteration 10F: 3 clusters Score -163719.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -163917.750000 Penalty: 747.319092
	Iteration 11F: 3 clusters Score -163917.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -164021.109375 Penalty: 747.319092
	Iteration 12Q: 3 clusters Score -164021.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -164088.468750 Penalty: 747.319092
	Iteration 13Q: 3 clusters Score -164088.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -164136.265625 Penalty: 747.319092
	Iteration 14Q: 3 clusters Score -164136.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -164181.171875 Penalty: 747.319092
	Iteration 15Q: 3 clusters Score -164181.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -164231.156250 Penalty: 747.319092
	Iteration 16Q: 3 clusters Score -164231.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -164288.734375 Penalty: 747.319092
	Iteration 17Q: 3 clusters Score -164288.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -164334.375000 Penalty: 747.319092
	Iteration 18Q: 3 clusters Score -164334.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -164372.031250 Penalty: 747.319092
	Iteration 19Q: 3 clusters Score -164372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -164390.812500 Penalty: 747.319092
	Iteration 20F: 3 clusters Score -164390.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -164404.812500 Penalty: 747.319092
	Iteration 21Q: 3 clusters Score -164404.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -164415.312500 Penalty: 747.319092
	Iteration 22Q: 3 clusters Score -164415.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -164424.125000 Penalty: 747.319092
	Iteration 23Q: 3 clusters Score -164424.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -164435.125000 Penalty: 747.319092
	Iteration 24Q: 3 clusters Score -164435.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -164445.031250 Penalty: 747.319092
	Iteration 25Q: 3 clusters Score -164445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -164450.250000 Penalty: 747.319092
	Iteration 26Q: 3 clusters Score -164450.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -164454.000000 Penalty: 747.319092
	Iteration 27Q: 3 clusters Score -164454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -164456.359375 Penalty: 747.319092
	Iteration 28Q: 3 clusters Score -164456.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -164458.000000 Penalty: 747.319092
	Iteration 29Q: 3 clusters Score -164458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -164461.078125 Penalty: 747.319092
	Iteration 30Q: 3 clusters Score -164461.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -164462.468750 Penalty: 747.319092
	Iteration 31Q: 3 clusters Score -164462.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -164465.593750 Penalty: 747.319092
	Iteration 32Q: 3 clusters Score -164465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -164468.640625 Penalty: 747.319092
	Iteration 33Q: 3 clusters Score -164468.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -164470.781250 Penalty: 747.319092
	Iteration 34Q: 3 clusters Score -164470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -164471.984375 Penalty: 747.319092
	Iteration 35Q: 3 clusters Score -164472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -164472.265625 Penalty: 747.319092
	Iteration 36Q: 3 clusters Score -164472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -164472.781250 Penalty: 747.319092
	Iteration 37Q: 3 clusters Score -164472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -164473.109375 Penalty: 747.319092
	Iteration 38Q: 3 clusters Score -164473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -164473.171875 Penalty: 747.319092
	Iteration 39Q: 3 clusters Score -164473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -164473.359375 Penalty: 747.319092
	Iteration 40F: 3 clusters Score -164473.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Entering Unmasked Estep 
Score: -1421929.000000 Penalty: 465.580536
	Iteration 0F: 2 clusters Score -1421929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1403463.625000 Penalty: 931.161072
	Iteration 0F: 3 clusters Score -1403464 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1411770.375000 Penalty: 931.161072
	Iteration 1F: 3 clusters Score -1411770 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1412556.125000 Penalty: 931.161072
	Iteration 2F: 3 clusters Score -1412556 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1413671.500000 Penalty: 931.161072
	Iteration 3F: 3 clusters Score -1413672 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1415160.500000 Penalty: 931.161072
	Iteration 4F: 3 clusters Score -1415160 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1416730.750000 Penalty: 931.161072
	Iteration 5F: 3 clusters Score -1416731 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1417922.375000 Penalty: 931.161072
	Iteration 6F: 3 clusters Score -1417922 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1418643.625000 Penalty: 931.161072
	Iteration 7Q: 3 clusters Score -1418644 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1419088.875000 Penalty: 931.161072
	Iteration 8Q: 3 clusters Score -1419089 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1419365.250000 Penalty: 931.161072
	Iteration 9Q: 3 clusters Score -1419365 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1419590.500000 Penalty: 931.161072
	Iteration 10Q: 3 clusters Score -1419590 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1419804.500000 Penalty: 931.161072
	Iteration 11Q: 3 clusters Score -1419804 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1420014.375000 Penalty: 931.161072
	Iteration 12Q: 3 clusters Score -1420014 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1420212.125000 Penalty: 931.161072
	Iteration 13Q: 3 clusters Score -1420212 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1420409.500000 Penalty: 931.161072
	Iteration 14Q: 3 clusters Score -1420410 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1420593.250000 Penalty: 931.161072
	Iteration 15Q: 3 clusters Score -1420593 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1420798.500000 Penalty: 931.161072
	Iteration 16Q: 3 clusters Score -1420798 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1420964.125000 Penalty: 931.161072
	Iteration 17Q: 3 clusters Score -1420964 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1421101.375000 Penalty: 931.161072
	Iteration 18Q: 3 clusters Score -1421101 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1421215.750000 Penalty: 931.161072
	Iteration 19Q: 3 clusters Score -1421216 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1421316.750000 Penalty: 931.161072
	Iteration 20F: 3 clusters Score -1421317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1421391.125000 Penalty: 931.161072
	Iteration 21Q: 3 clusters Score -1421391 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1421428.375000 Penalty: 931.161072
	Iteration 22Q: 3 clusters Score -1421428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1421455.625000 Penalty: 931.161072
	Iteration 23Q: 3 clusters Score -1421456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1421469.625000 Penalty: 931.161072
	Iteration 24Q: 3 clusters Score -1421470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1421481.000000 Penalty: 931.161072
	Iteration 25Q: 3 clusters Score -1421481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1421489.500000 Penalty: 931.161072
	Iteration 26Q: 3 clusters Score -1421490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1421497.750000 Penalty: 931.161072
	Iteration 27Q: 3 clusters Score -1421498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1421504.500000 Penalty: 931.161072
	Iteration 28Q: 3 clusters Score -1421504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1421510.625000 Penalty: 931.161072
	Iteration 29Q: 3 clusters Score -1421511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1421516.625000 Penalty: 931.161072
	Iteration 30Q: 3 clusters Score -1421517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1421521.750000 Penalty: 931.161072
	Iteration 31Q: 3 clusters Score -1421522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1421526.375000 Penalty: 931.161072
	Iteration 32Q: 3 clusters Score -1421526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1421528.750000 Penalty: 931.161072
	Iteration 33Q: 3 clusters Score -1421529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1421531.625000 Penalty: 931.161072
	Iteration 34Q: 3 clusters Score -1421532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1421534.500000 Penalty: 931.161072
	Iteration 35Q: 3 clusters Score -1421534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1421534.875000 Penalty: 931.161072
	Iteration 36Q: 3 clusters Score -1421535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1421535.500000 Penalty: 931.161072
	Iteration 37Q: 3 clusters Score -1421536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1421537.250000 Penalty: 931.161072
	Iteration 38Q: 3 clusters Score -1421537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1421539.625000 Penalty: 931.161072
	Iteration 39Q: 3 clusters Score -1421540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1421543.250000 Penalty: 931.161072
	Iteration 40F: 3 clusters Score -1421543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1421546.250000 Penalty: 931.161072
	Iteration 41Q: 3 clusters Score -1421546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1421549.750000 Penalty: 931.161072
	Iteration 42Q: 3 clusters Score -1421550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1421551.750000 Penalty: 931.161072
	Iteration 43Q: 3 clusters Score -1421552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1421556.875000 Penalty: 931.161072
	Iteration 44Q: 3 clusters Score -1421557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1421561.125000 Penalty: 931.161072
	Iteration 45Q: 3 clusters Score -1421561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1421561.125000 Penalty: 931.161072
	Iteration 46F: 3 clusters Score -1421561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Entering Unmasked Estep 
Score: -1578458.375000 Penalty: 474.658478
	Iteration 0F: 2 clusters Score -1578458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1555807.500000 Penalty: 949.316956
	Iteration 0F: 3 clusters Score -1555808 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1565341.750000 Penalty: 949.316956
	Iteration 1F: 3 clusters Score -1565342 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1565886.250000 Penalty: 949.316956
	Iteration 2Q: 3 clusters Score -1565886 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1566724.500000 Penalty: 949.316956
	Iteration 3Q: 3 clusters Score -1566724 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1568067.500000 Penalty: 949.316956
	Iteration 4F: 3 clusters Score -1568068 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1570022.875000 Penalty: 949.316956
	Iteration 5F: 3 clusters Score -1570023 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1571801.375000 Penalty: 949.316956
	Iteration 6F: 3 clusters Score -1571801 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1572614.500000 Penalty: 949.316956
	Iteration 7Q: 3 clusters Score -1572614 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1572947.875000 Penalty: 949.316956
	Iteration 8Q: 3 clusters Score -1572948 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1573184.875000 Penalty: 949.316956
	Iteration 9Q: 3 clusters Score -1573185 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1573399.625000 Penalty: 949.316956
	Iteration 10Q: 3 clusters Score -1573400 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1573609.125000 Penalty: 949.316956
	Iteration 11Q: 3 clusters Score -1573609 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1573833.875000 Penalty: 949.316956
	Iteration 12Q: 3 clusters Score -1573834 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1574071.625000 Penalty: 949.316956
	Iteration 13Q: 3 clusters Score -1574072 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1574315.875000 Penalty: 949.316956
	Iteration 14Q: 3 clusters Score -1574316 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1574565.750000 Penalty: 949.316956
	Iteration 15Q: 3 clusters Score -1574566 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1574861.375000 Penalty: 949.316956
	Iteration 16Q: 3 clusters Score -1574861 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1575173.125000 Penalty: 949.316956
	Iteration 17Q: 3 clusters Score -1575173 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1575486.625000 Penalty: 949.316956
	Iteration 18Q: 3 clusters Score -1575487 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1575801.000000 Penalty: 949.316956
	Iteration 19Q: 3 clusters Score -1575801 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1576110.500000 Penalty: 949.316956
	Iteration 20F: 3 clusters Score -1576110 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1576418.750000 Penalty: 949.316956
	Iteration 21Q: 3 clusters Score -1576419 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1576734.625000 Penalty: 949.316956
	Iteration 22Q: 3 clusters Score -1576735 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1577026.000000 Penalty: 949.316956
	Iteration 23Q: 3 clusters Score -1577026 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1577288.625000 Penalty: 949.316956
	Iteration 24Q: 3 clusters Score -1577289 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1577525.000000 Penalty: 949.316956
	Iteration 25Q: 3 clusters Score -1577525 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1577682.500000 Penalty: 949.316956
	Iteration 26Q: 3 clusters Score -1577682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1577805.500000 Penalty: 949.316956
	Iteration 27Q: 3 clusters Score -1577806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1577899.750000 Penalty: 949.316956
	Iteration 28Q: 3 clusters Score -1577900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1577944.125000 Penalty: 949.316956
	Iteration 29Q: 3 clusters Score -1577944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1577971.625000 Penalty: 949.316956
	Iteration 30Q: 3 clusters Score -1577972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1577990.000000 Penalty: 949.316956
	Iteration 31Q: 3 clusters Score -1577990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1578008.125000 Penalty: 949.316956
	Iteration 32Q: 3 clusters Score -1578008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1578020.000000 Penalty: 949.316956
	Iteration 33Q: 3 clusters Score -1578020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1578027.375000 Penalty: 949.316956
	Iteration 34Q: 3 clusters Score -1578027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1578029.375000 Penalty: 949.316956
	Iteration 35Q: 3 clusters Score -1578029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1578029.375000 Penalty: 949.316956
	Iteration 36F: 3 clusters Score -1578029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -110603.281250 Penalty: 348.791779
	Iteration 0F: 2 clusters Score -110603.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -109041.734375 Penalty: 697.583557
	Iteration 0F: 3 clusters Score -109041.7 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -109590.882812 Penalty: 697.583557
	Iteration 1F: 3 clusters Score -109590.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -109632.718750 Penalty: 697.583557
	Iteration 2F: 3 clusters Score -109632.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -109676.546875 Penalty: 697.583557
	Iteration 3Q: 3 clusters Score -109676.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -109736.796875 Penalty: 697.583557
	Iteration 4Q: 3 clusters Score -109736.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -109797.031250 Penalty: 697.583557
	Iteration 5Q: 3 clusters Score -109797 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -109860.023438 Penalty: 697.583557
	Iteration 6Q: 3 clusters Score -109860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -109927.757812 Penalty: 697.583557
	Iteration 7Q: 3 clusters Score -109927.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -109997.757812 Penalty: 697.583557
	Iteration 8Q: 3 clusters Score -109997.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -110079.687500 Penalty: 697.583557
	Iteration 9Q: 3 clusters Score -110079.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -110128.046875 Penalty: 697.583557
	Iteration 10Q: 3 clusters Score -110128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -110160.781250 Penalty: 697.583557
	Iteration 11Q: 3 clusters Score -110160.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -110177.539062 Penalty: 697.583557
	Iteration 12Q: 3 clusters Score -110177.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -110188.312500 Penalty: 697.583557
	Iteration 13Q: 3 clusters Score -110188.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -110197.476562 Penalty: 697.583557
	Iteration 14Q: 3 clusters Score -110197.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -110203.671875 Penalty: 697.583557
	Iteration 15Q: 3 clusters Score -110203.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -110209.210938 Penalty: 697.583557
	Iteration 16Q: 3 clusters Score -110209.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -110214.890625 Penalty: 697.583557
	Iteration 17Q: 3 clusters Score -110214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -110218.695312 Penalty: 697.583557
	Iteration 18Q: 3 clusters Score -110218.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -110221.335938 Penalty: 697.583557
	Iteration 19Q: 3 clusters Score -110221.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -110223.382812 Penalty: 697.583557
	Iteration 20F: 3 clusters Score -110223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -110224.132812 Penalty: 697.583557
	Iteration 21Q: 3 clusters Score -110224.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -110225.171875 Penalty: 697.583557
	Iteration 22Q: 3 clusters Score -110225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -110226.148438 Penalty: 697.583557
	Iteration 23Q: 3 clusters Score -110226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -110226.695312 Penalty: 697.583557
	Iteration 24Q: 3 clusters Score -110226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -110226.937500 Penalty: 697.583557
	Iteration 25Q: 3 clusters Score -110226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110227.210938 Penalty: 697.583557
	Iteration 26Q: 3 clusters Score -110227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -110227.648438 Penalty: 697.583557
	Iteration 27Q: 3 clusters Score -110227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -110228.117188 Penalty: 697.583557
	Iteration 28Q: 3 clusters Score -110228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -110228.578125 Penalty: 697.583557
	Iteration 29Q: 3 clusters Score -110228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -110229.304688 Penalty: 697.583557
	Iteration 30Q: 3 clusters Score -110229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -110232.093750 Penalty: 697.583557
	Iteration 31Q: 3 clusters Score -110232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -110235.898438 Penalty: 697.583557
	Iteration 32Q: 3 clusters Score -110235.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -110237.843750 Penalty: 697.583557
	Iteration 33Q: 3 clusters Score -110237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -110238.687500 Penalty: 697.583557
	Iteration 34Q: 3 clusters Score -110238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -110239.171875 Penalty: 697.583557
	Iteration 35Q: 3 clusters Score -110239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -110239.789062 Penalty: 697.583557
	Iteration 36Q: 3 clusters Score -110239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -110240.554688 Penalty: 697.583557
	Iteration 37Q: 3 clusters Score -110240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -110240.750000 Penalty: 697.583557
	Iteration 38Q: 3 clusters Score -110240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -110240.945312 Penalty: 697.583557
	Iteration 39Q: 3 clusters Score -110240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -110241.320312 Penalty: 697.583557
	Iteration 40F: 3 clusters Score -110241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -110241.546875 Penalty: 697.583557
	Iteration 41Q: 3 clusters Score -110241.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -110241.546875 Penalty: 697.583557
	Iteration 42F: 3 clusters Score -110241.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -20143.894531 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -20143.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19645.710938 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -19645.71 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19782.964844 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -19782.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19831.542969 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -19831.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19860.025391 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -19860.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19873.650391 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -19873.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19892.289062 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -19892.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19911.888672 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -19911.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19925.103516 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -19925.1 nChanged 13
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: -19948.179688 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -19948.18 nChanged 17
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: -19978.544922 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -19978.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19993.908203 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -19993.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20011.912109 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -20011.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20021.212891 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -20021.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20031.148438 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -20031.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20036.962891 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -20036.96 nChanged 4
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: -20040.257812 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -20040.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20041.568359 Penalty: 563.876404
	Iteration 16Q: 3 clusters Score -20041.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20041.673828 Penalty: 563.876404
	Iteration 17Q: 3 clusters Score -20041.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20042.474609 Penalty: 563.876404
	Iteration 18F: 3 clusters Score -20042.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20046.472656 Penalty: 563.876404
	Iteration 19Q: 3 clusters Score -20046.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20047.199219 Penalty: 563.876404
	Iteration 20F: 3 clusters Score -20047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20047.654297 Penalty: 563.876404
	Iteration 21Q: 3 clusters Score -20047.65 nChanged 2
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: -20048.050781 Penalty: 563.876404
	Iteration 22Q: 3 clusters Score -20048.05 nChanged 0
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: -20048.050781 Penalty: 563.876404
	Iteration 23F: 3 clusters Score -20048.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5078.284180 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5078.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4872.441895 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -4872.442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4996.676758 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -4996.677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5089.271973 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5089.272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5100.565430 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5100.565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5107.117188 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5107.117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5110.785156 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5110.785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5110.785156 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -5110.785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 347206 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33930 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 30 members 
Mstep: Class 25 contains 289 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 103 members 
Entering Unmasked Estep 
Score: -28387640.000000 Penalty: 18786.308594
Splitting cluster 24 changes total score from -28387992.000000 to -28387640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -10879.072266 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10879.07 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 131 members 
Entering Unmasked Estep 
Score: -10523.690430 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10523.69 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10636.592773 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10636.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10684.497070 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10684.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10708.834961 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -10708.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10735.620117 Penalty: 515.644836
	Iteration 4F: 3 clusters Score -10735.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10746.939453 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10746.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10748.892578 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10748.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10751.227539 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10751.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10753.852539 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10753.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10755.324219 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10755.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10755.917969 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10755.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10761.134766 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -10761.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10770.583008 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -10770.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10786.710938 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -10786.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10889.431641 Penalty: 515.644836
	Iteration 14Q: 3 clusters Score -10889.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10898.617188 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -10898.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10905.191406 Penalty: 515.644836
	Iteration 16Q: 3 clusters Score -10905.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10908.262695 Penalty: 515.644836
	Iteration 17Q: 3 clusters Score -10908.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10912.225586 Penalty: 515.644836
	Iteration 18Q: 3 clusters Score -10912.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10922.458984 Penalty: 515.644836
	Iteration 19Q: 3 clusters Score -10922.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10931.505859 Penalty: 515.644836
	Iteration 20F: 3 clusters Score -10931.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10937.786133 Penalty: 515.644836
	Iteration 21Q: 3 clusters Score -10937.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10938.901367 Penalty: 515.644836
	Iteration 22Q: 3 clusters Score -10938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10941.363281 Penalty: 515.644836
	Iteration 23Q: 3 clusters Score -10941.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10942.491211 Penalty: 515.644836
	Iteration 24Q: 3 clusters Score -10942.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10943.414062 Penalty: 515.644836
	Iteration 25Q: 3 clusters Score -10943.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10943.414062 Penalty: 515.644836
	Iteration 26F: 3 clusters Score -10943.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 689 members 
Mstep: Class 8 contains 26273 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 347206 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 27793 members 
Mstep: Class 21 contains 33930 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 166 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 185 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 123 members 
Entering Unmasked Estep 
Score: -28387708.000000 Penalty: 18786.308594
Splitting cluster 25 changes total score from -28387992.000000 to -28387708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -109544.289062 Penalty: 352.279297
	Iteration 0F: 2 clusters Score -109544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -107945.617188 Penalty: 704.558594
	Iteration 0F: 3 clusters Score -107945.6 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -108550.859375 Penalty: 704.558594
	Iteration 1F: 3 clusters Score -108550.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -108763.710938 Penalty: 704.558594
	Iteration 2F: 3 clusters Score -108763.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -108927.851562 Penalty: 704.558594
	Iteration 3F: 3 clusters Score -108927.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -109028.359375 Penalty: 704.558594
	Iteration 4F: 3 clusters Score -109028.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -109099.718750 Penalty: 704.558594
	Iteration 5Q: 3 clusters Score -109099.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -109137.046875 Penalty: 704.558594
	Iteration 6Q: 3 clusters Score -109137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -109168.921875 Penalty: 704.558594
	Iteration 7Q: 3 clusters Score -109168.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -109196.000000 Penalty: 704.558594
	Iteration 8Q: 3 clusters Score -109196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -109210.812500 Penalty: 704.558594
	Iteration 9Q: 3 clusters Score -109210.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -109224.062500 Penalty: 704.558594
	Iteration 10Q: 3 clusters Score -109224.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -109235.109375 Penalty: 704.558594
	Iteration 11Q: 3 clusters Score -109235.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -109248.601562 Penalty: 704.558594
	Iteration 12Q: 3 clusters Score -109248.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -109257.210938 Penalty: 704.558594
	Iteration 13Q: 3 clusters Score -109257.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -109264.851562 Penalty: 704.558594
	Iteration 14Q: 3 clusters Score -109264.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -109270.039062 Penalty: 704.558594
	Iteration 15Q: 3 clusters Score -109270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -109274.296875 Penalty: 704.558594
	Iteration 16Q: 3 clusters Score -109274.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -109277.359375 Penalty: 704.558594
	Iteration 17Q: 3 clusters Score -109277.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -109278.601562 Penalty: 704.558594
	Iteration 18Q: 3 clusters Score -109278.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -109279.843750 Penalty: 704.558594
	Iteration 19Q: 3 clusters Score -109279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -109281.679688 Penalty: 704.558594
	Iteration 20F: 3 clusters Score -109281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -109282.945312 Penalty: 704.558594
	Iteration 21Q: 3 clusters Score -109282.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -109286.312500 Penalty: 704.558594
	Iteration 22Q: 3 clusters Score -109286.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -109291.546875 Penalty: 704.558594
	Iteration 23Q: 3 clusters Score -109291.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -109296.375000 Penalty: 704.558594
	Iteration 24Q: 3 clusters Score -109296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -109297.125000 Penalty: 704.558594
	Iteration 25Q: 3 clusters Score -109297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -109300.757812 Penalty: 704.558594
	Iteration 26Q: 3 clusters Score -109300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -109303.125000 Penalty: 704.558594
	Iteration 27Q: 3 clusters Score -109303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -109304.750000 Penalty: 704.558594
	Iteration 28Q: 3 clusters Score -109304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -109306.281250 Penalty: 704.558594
	Iteration 29Q: 3 clusters Score -109306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -109306.593750 Penalty: 704.558594
	Iteration 30Q: 3 clusters Score -109306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -109306.593750 Penalty: 704.558594
	Iteration 31F: 3 clusters Score -109306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -59277.898438 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -59277.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -58266.882812 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -58266.88 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -58554.746094 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -58554.75 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -58620.351562 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -58620.35 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -58666.050781 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -58666.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -58694.859375 Penalty: 654.076843
	Iteration 4Q: 3 clusters Score -58694.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -58714.289062 Penalty: 654.076843
	Iteration 5Q: 3 clusters Score -58714.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -58728.585938 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -58728.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -58745.613281 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -58745.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -58767.332031 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -58767.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -58789.640625 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -58789.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -58802.808594 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -58802.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -58814.136719 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -58814.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -58824.660156 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -58824.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -58839.023438 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -58839.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -58846.921875 Penalty: 654.076843
	Iteration 14Q: 3 clusters Score -58846.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -58851.617188 Penalty: 654.076843
	Iteration 15Q: 3 clusters Score -58851.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -58855.992188 Penalty: 654.076843
	Iteration 16Q: 3 clusters Score -58855.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -58861.601562 Penalty: 654.076843
	Iteration 17Q: 3 clusters Score -58861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -58868.062500 Penalty: 654.076843
	Iteration 18Q: 3 clusters Score -58868.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -58872.980469 Penalty: 654.076843
	Iteration 19Q: 3 clusters Score -58872.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -58877.351562 Penalty: 654.076843
	Iteration 20F: 3 clusters Score -58877.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -58881.039062 Penalty: 654.076843
	Iteration 21Q: 3 clusters Score -58881.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -58886.949219 Penalty: 654.076843
	Iteration 22Q: 3 clusters Score -58886.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -58892.066406 Penalty: 654.076843
	Iteration 23Q: 3 clusters Score -58892.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -58898.070312 Penalty: 654.076843
	Iteration 24Q: 3 clusters Score -58898.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -58906.691406 Penalty: 654.076843
	Iteration 25Q: 3 clusters Score -58906.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -58914.265625 Penalty: 654.076843
	Iteration 26Q: 3 clusters Score -58914.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -58921.339844 Penalty: 654.076843
	Iteration 27Q: 3 clusters Score -58921.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -58929.375000 Penalty: 654.076843
	Iteration 28Q: 3 clusters Score -58929.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -58934.402344 Penalty: 654.076843
	Iteration 29Q: 3 clusters Score -58934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -58935.398438 Penalty: 654.076843
	Iteration 30Q: 3 clusters Score -58935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -58936.078125 Penalty: 654.076843
	Iteration 31Q: 3 clusters Score -58936.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -58938.062500 Penalty: 654.076843
	Iteration 32Q: 3 clusters Score -58938.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -58941.484375 Penalty: 654.076843
	Iteration 33Q: 3 clusters Score -58941.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -58945.257812 Penalty: 654.076843
	Iteration 34Q: 3 clusters Score -58945.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -58948.664062 Penalty: 654.076843
	Iteration 35Q: 3 clusters Score -58948.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -58950.167969 Penalty: 654.076843
	Iteration 36Q: 3 clusters Score -58950.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -58957.121094 Penalty: 654.076843
	Iteration 37Q: 3 clusters Score -58957.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -58964.371094 Penalty: 654.076843
	Iteration 38Q: 3 clusters Score -58964.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -58967.312500 Penalty: 654.076843
	Iteration 39Q: 3 clusters Score -58967.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -58969.175781 Penalty: 654.076843
	Iteration 40F: 3 clusters Score -58969.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -58969.812500 Penalty: 654.076843
	Iteration 41Q: 3 clusters Score -58969.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -58970.781250 Penalty: 654.076843
	Iteration 42Q: 3 clusters Score -58970.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -58972.421875 Penalty: 654.076843
	Iteration 43Q: 3 clusters Score -58972.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -58978.742188 Penalty: 654.076843
	Iteration 44Q: 3 clusters Score -58978.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -58987.917969 Penalty: 654.076843
	Iteration 45Q: 3 clusters Score -58987.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -58996.707031 Penalty: 654.076843
	Iteration 46Q: 3 clusters Score -58996.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -59001.824219 Penalty: 654.076843
	Iteration 47Q: 3 clusters Score -59001.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -59002.964844 Penalty: 654.076843
	Iteration 48Q: 3 clusters Score -59002.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -59003.964844 Penalty: 654.076843
	Iteration 49Q: 3 clusters Score -59003.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -59004.105469 Penalty: 654.076843
	Iteration 50Q: 3 clusters Score -59004.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -59004.105469 Penalty: 654.076843
	Iteration 51F: 3 clusters Score -59004.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -113819.500000 Penalty: 353.043030
	Iteration 0F: 2 clusters Score -113819.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -112168.195312 Penalty: 706.086060
	Iteration 0F: 3 clusters Score -112168.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -112714.710938 Penalty: 706.086060
	Iteration 1F: 3 clusters Score -112714.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -112763.843750 Penalty: 706.086060
	Iteration 2F: 3 clusters Score -112763.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -112792.867188 Penalty: 706.086060
	Iteration 3Q: 3 clusters Score -112792.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -112812.085938 Penalty: 706.086060
	Iteration 4Q: 3 clusters Score -112812.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -112828.273438 Penalty: 706.086060
	Iteration 5Q: 3 clusters Score -112828.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -112844.687500 Penalty: 706.086060
	Iteration 6Q: 3 clusters Score -112844.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -112861.093750 Penalty: 706.086060
	Iteration 7Q: 3 clusters Score -112861.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -112876.179688 Penalty: 706.086060
	Iteration 8Q: 3 clusters Score -112876.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -112896.000000 Penalty: 706.086060
	Iteration 9Q: 3 clusters Score -112896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -112911.664062 Penalty: 706.086060
	Iteration 10Q: 3 clusters Score -112911.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -112932.757812 Penalty: 706.086060
	Iteration 11Q: 3 clusters Score -112932.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -112957.218750 Penalty: 706.086060
	Iteration 12Q: 3 clusters Score -112957.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -112993.773438 Penalty: 706.086060
	Iteration 13Q: 3 clusters Score -112993.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -113024.023438 Penalty: 706.086060
	Iteration 14Q: 3 clusters Score -113024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -113061.226562 Penalty: 706.086060
	Iteration 15Q: 3 clusters Score -113061.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -113101.101562 Penalty: 706.086060
	Iteration 16Q: 3 clusters Score -113101.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -113144.953125 Penalty: 706.086060
	Iteration 17Q: 3 clusters Score -113145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -113185.726562 Penalty: 706.086060
	Iteration 18Q: 3 clusters Score -113185.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113214.226562 Penalty: 706.086060
	Iteration 19Q: 3 clusters Score -113214.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113233.140625 Penalty: 706.086060
	Iteration 20F: 3 clusters Score -113233.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113248.882812 Penalty: 706.086060
	Iteration 21Q: 3 clusters Score -113248.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113261.367188 Penalty: 706.086060
	Iteration 22Q: 3 clusters Score -113261.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113275.351562 Penalty: 706.086060
	Iteration 23Q: 3 clusters Score -113275.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -113295.210938 Penalty: 706.086060
	Iteration 24Q: 3 clusters Score -113295.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113312.820312 Penalty: 706.086060
	Iteration 25Q: 3 clusters Score -113312.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113336.062500 Penalty: 706.086060
	Iteration 26Q: 3 clusters Score -113336.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113357.585938 Penalty: 706.086060
	Iteration 27Q: 3 clusters Score -113357.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -113377.125000 Penalty: 706.086060
	Iteration 28Q: 3 clusters Score -113377.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -113396.242188 Penalty: 706.086060
	Iteration 29Q: 3 clusters Score -113396.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -113417.890625 Penalty: 706.086060
	Iteration 30Q: 3 clusters Score -113417.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -113434.781250 Penalty: 706.086060
	Iteration 31Q: 3 clusters Score -113434.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -113452.937500 Penalty: 706.086060
	Iteration 32Q: 3 clusters Score -113452.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -113466.523438 Penalty: 706.086060
	Iteration 33Q: 3 clusters Score -113466.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -113473.250000 Penalty: 706.086060
	Iteration 34Q: 3 clusters Score -113473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -113480.148438 Penalty: 706.086060
	Iteration 35Q: 3 clusters Score -113480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -113485.125000 Penalty: 706.086060
	Iteration 36Q: 3 clusters Score -113485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -113490.195312 Penalty: 706.086060
	Iteration 37Q: 3 clusters Score -113490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -113495.539062 Penalty: 706.086060
	Iteration 38Q: 3 clusters Score -113495.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -113500.382812 Penalty: 706.086060
	Iteration 39Q: 3 clusters Score -113500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -113504.984375 Penalty: 706.086060
	Iteration 40F: 3 clusters Score -113505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -113508.054688 Penalty: 706.086060
	Iteration 41Q: 3 clusters Score -113508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -113508.164062 Penalty: 706.086060
	Iteration 42Q: 3 clusters Score -113508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -113508.164062 Penalty: 706.086060
	Iteration 43F: 3 clusters Score -113508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -7475.778320 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -7475.778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7206.028320 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -7206.028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7275.393555 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -7275.394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7320.305176 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -7320.305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7334.908691 Penalty: 475.052399
	Iteration 3F: 3 clusters Score -7334.909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7340.430176 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -7340.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7343.640137 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -7343.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7344.888184 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -7344.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7345.706543 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -7345.707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7345.706543 Penalty: 475.052399
	Iteration 8F: 3 clusters Score -7345.707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -12175.055664 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -12175.06 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 140 members 
Entering Unmasked Estep 
Score: -11833.539062 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -11833.54 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11924.260742 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -11924.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11935.796875 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -11935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11938.556641 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -11938.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11941.583984 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -11941.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11945.365234 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -11945.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11947.535156 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -11947.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11948.826172 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -11948.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11953.875000 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -11953.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11959.855469 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -11959.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11962.745117 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -11962.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11963.741211 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -11963.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11965.124023 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -11965.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11965.124023 Penalty: 515.329407
	Iteration 13F: 3 clusters Score -11965.12 nChanged 0
--- Evaluating fit on full set of 1825772 points ---
Entering Unmasked Estep 
Score: -84875832.000000 Penalty: 19679.906250
23->31 Clusters: Score -84875832.000000, best is -85170728.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 608590 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 26505 members 
Mstep: Class 3 contains 26267 members 
Mstep: Class 4 contains 26626 members 
Mstep: Class 5 contains 26116 members 
Mstep: Class 6 contains 26272 members 
Mstep: Class 7 contains 26319 members 
Mstep: Class 8 contains 26286 members 
Mstep: Class 9 contains 26490 members 
Mstep: Class 10 contains 26551 members 
Mstep: Class 11 contains 26668 members 
Mstep: Class 12 contains 26393 members 
Mstep: Class 13 contains 26279 members 
Mstep: Class 14 contains 26744 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 26423 members 
Mstep: Class 17 contains 26437 members 
Mstep: Class 18 contains 26300 members 
Mstep: Class 19 contains 26471 members 
Mstep: Class 20 contains 26584 members 
Mstep: Class 21 contains 26578 members 
Mstep: Class 22 contains 26559 members 
Mstep: Class 23 contains 26520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1.522488 but Gain 606.009766
Score: -24768296.000000 Penalty: 13332.218750
Iteration 0F: 23 clusters Score -2.47683e+07 nChanged 581949
Entering Unmasked Mstep 
Mstep: Class 0 contains 2790 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 30 members 
Mstep: Class 4 contains 77962 members 
Mstep: Class 5 contains 4520 members 
Mstep: Class 6 contains 9313 members 
Mstep: Class 8 contains 453000 members 
Mstep: Class 9 contains 17326 members 
Mstep: Class 10 contains 426 members 
Mstep: Class 11 contains 165 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 13 contains 136 members 
Mstep: Class 14 contains 75 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 5361 members 
Mstep: Class 18 contains 5049 members 
Mstep: Class 19 contains 17697 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 86.715485 but Gain 606.009766
Score: -27774452.000000 Penalty: 12726.208984
Iteration 1F: 22 clusters Score -2.777445e+07 nChanged 103047
Entering Unmasked Mstep 
Mstep: Class 0 contains 2315 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 109 members 
Mstep: Class 4 contains 61256 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 8 contains 495580 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 210 members 
Mstep: Class 11 contains 143 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 209 members 
Mstep: Class 14 contains 320 members 
Mstep: Class 15 contains 3315 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 119 members 
Mstep: Class 21 contains 1776 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 57.030708 but Gain 606.009766
Score: -27944804.000000 Penalty: 12120.199219
Iteration 2F: 21 clusters Score -2.79448e+07 nChanged 59062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1449 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 4 contains 64509 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 8 contains 487376 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 115 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 14515 members 
Mstep: Class 18 contains 20433 members 
Mstep: Class 19 contains 817 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 569 members 
Mstep: Class 23 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 226.116089 but Gain 606.009766
Score: -28116532.000000 Penalty: 11514.189453
Iteration 3F: 20 clusters Score -2.811653e+07 nChanged 49525
Entering Unmasked Mstep 
Mstep: Class 0 contains 353 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 4 contains 84041 members 
Mstep: Class 5 contains 881 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 8 contains 458978 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 114 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 393 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 13998 members 
Mstep: Class 18 contains 32144 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 341 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 471.664124 but Gain 606.010742
Score: -28228122.000000 Penalty: 10908.178711
Iteration 4F: 19 clusters Score -2.822812e+07 nChanged 30294
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 4 contains 96723 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 4857 members 
Mstep: Class 8 contains 438207 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 11 contains 983 members 
Mstep: Class 12 contains 525 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 3471 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 12835 members 
Mstep: Class 18 contains 41272 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 384.302429 but Gain 606.009766
Score: -28271604.000000 Penalty: 10302.168945
Iteration 5Q: 18 clusters Score -2.82716e+07 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 4 contains 102561 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 6674 members 
Mstep: Class 8 contains 425380 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 448 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 15 contains 3377 members 
Mstep: Class 16 contains 415 members 
Mstep: Class 17 contains 11568 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 905 members 
Mstep: Class 22 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 363.863892 but Gain 606.009766
Score: -28293588.000000 Penalty: 9696.159180
Iteration 6Q: 17 clusters Score -2.829359e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 4 contains 105605 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 8924 members 
Mstep: Class 8 contains 415817 members 
Mstep: Class 9 contains 163 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 10557 members 
Mstep: Class 18 contains 53202 members 
Mstep: Class 19 contains 566 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 22 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28307216.000000 Penalty: 9696.159180
Iteration 7Q: 17 clusters Score -2.830722e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 4 contains 107367 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 11293 members 
Mstep: Class 8 contains 408563 members 
Mstep: Class 9 contains 154 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 15 contains 3177 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 56543 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 22 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28315296.000000 Penalty: 9696.159180
Iteration 8Q: 17 clusters Score -2.83153e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 4 contains 108375 members 
Mstep: Class 5 contains 772 members 
Mstep: Class 6 contains 13384 members 
Mstep: Class 8 contains 403137 members 
Mstep: Class 9 contains 157 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 58736 members 
Mstep: Class 19 contains 709 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 22 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28321088.000000 Penalty: 9696.159180
Iteration 9Q: 17 clusters Score -2.832109e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 108952 members 
Mstep: Class 5 contains 872 members 
Mstep: Class 6 contains 15022 members 
Mstep: Class 8 contains 399218 members 
Mstep: Class 9 contains 162 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 1290 members 
Mstep: Class 17 contains 9488 members 
Mstep: Class 18 contains 60102 members 
Mstep: Class 19 contains 792 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 22 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28325176.000000 Penalty: 9696.159180
Iteration 10Q: 17 clusters Score -2.832518e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 109292 members 
Mstep: Class 5 contains 939 members 
Mstep: Class 6 contains 16260 members 
Mstep: Class 8 contains 396376 members 
Mstep: Class 9 contains 168 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 9463 members 
Mstep: Class 18 contains 60957 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 22 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28327832.000000 Penalty: 9696.159180
Iteration 11Q: 17 clusters Score -2.832783e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 4 contains 109449 members 
Mstep: Class 5 contains 993 members 
Mstep: Class 6 contains 17142 members 
Mstep: Class 8 contains 394354 members 
Mstep: Class 9 contains 170 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2754 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 9477 members 
Mstep: Class 18 contains 61505 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 22 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28329808.000000 Penalty: 9696.159180
Iteration 12Q: 17 clusters Score -2.832981e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 4 contains 109496 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 6 contains 17757 members 
Mstep: Class 8 contains 393005 members 
Mstep: Class 9 contains 171 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 9489 members 
Mstep: Class 18 contains 61860 members 
Mstep: Class 19 contains 1127 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 22 contains 1294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28331024.000000 Penalty: 9696.159180
Iteration 13Q: 17 clusters Score -2.833102e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 4 contains 109478 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 18182 members 
Mstep: Class 8 contains 392117 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 9503 members 
Mstep: Class 18 contains 62072 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 22 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28332014.000000 Penalty: 9696.159180
Iteration 14Q: 17 clusters Score -2.833201e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 4 contains 109430 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 18488 members 
Mstep: Class 8 contains 391490 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 17 contains 9527 members 
Mstep: Class 18 contains 62218 members 
Mstep: Class 19 contains 1354 members 
Mstep: Class 20 contains 1264 members 
Mstep: Class 22 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28332786.000000 Penalty: 9696.159180
Iteration 15Q: 17 clusters Score -2.833279e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 4 contains 109376 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 18689 members 
Mstep: Class 8 contains 391011 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 2325 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 62341 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 22 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28333466.000000 Penalty: 9696.159180
Iteration 16Q: 17 clusters Score -2.833347e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 4 contains 109307 members 
Mstep: Class 5 contains 1140 members 
Mstep: Class 6 contains 18836 members 
Mstep: Class 8 contains 390647 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2446 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 9537 members 
Mstep: Class 18 contains 62432 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 22 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28333894.000000 Penalty: 9696.159180
Iteration 17Q: 17 clusters Score -2.833389e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 4 contains 109254 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 6 contains 18927 members 
Mstep: Class 8 contains 390378 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 9540 members 
Mstep: Class 18 contains 62509 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 22 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28334354.000000 Penalty: 9696.159180
Iteration 18Q: 17 clusters Score -2.833435e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 4 contains 109210 members 
Mstep: Class 5 contains 1196 members 
Mstep: Class 6 contains 18972 members 
Mstep: Class 8 contains 390213 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 9535 members 
Mstep: Class 18 contains 62578 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 22 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28334544.000000 Penalty: 9696.159180
Iteration 19Q: 17 clusters Score -2.833454e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 4 contains 109182 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 19004 members 
Mstep: Class 8 contains 390089 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2318 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 9529 members 
Mstep: Class 18 contains 62636 members 
Mstep: Class 19 contains 1849 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 22 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28337056.000000 Penalty: 9696.159180
Iteration 20F: 17 clusters Score -2.833706e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 4 contains 108963 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 20428 members 
Mstep: Class 8 contains 387888 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 62671 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 22 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28340770.000000 Penalty: 9696.159180
Iteration 21Q: 17 clusters Score -2.834077e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 4 contains 108768 members 
Mstep: Class 5 contains 1483 members 
Mstep: Class 6 contains 21593 members 
Mstep: Class 8 contains 386021 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 9507 members 
Mstep: Class 18 contains 62523 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 22 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28343500.000000 Penalty: 9696.159180
Iteration 22Q: 17 clusters Score -2.83435e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 4 contains 108535 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 22601 members 
Mstep: Class 8 contains 384341 members 
Mstep: Class 9 contains 197 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 9482 members 
Mstep: Class 18 contains 62218 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 22 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28346242.000000 Penalty: 9696.159180
Iteration 23Q: 17 clusters Score -2.834624e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 4 contains 108275 members 
Mstep: Class 5 contains 1721 members 
Mstep: Class 6 contains 23474 members 
Mstep: Class 8 contains 382891 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 6036 members 
Mstep: Class 17 contains 9453 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 22 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28348522.000000 Penalty: 9696.159180
Iteration 24Q: 17 clusters Score -2.834852e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 4 contains 108077 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 24159 members 
Mstep: Class 8 contains 381596 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 7309 members 
Mstep: Class 17 contains 9423 members 
Mstep: Class 18 contains 61154 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 22 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28350426.000000 Penalty: 9696.159180
Iteration 25Q: 17 clusters Score -2.835043e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 4 contains 107896 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 24737 members 
Mstep: Class 8 contains 380512 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 8546 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 60536 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 1494 members 
Mstep: Class 22 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28351662.000000 Penalty: 9696.159180
Iteration 26Q: 17 clusters Score -2.835166e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107760 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 25231 members 
Mstep: Class 8 contains 379570 members 
Mstep: Class 9 contains 201 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 9688 members 
Mstep: Class 17 contains 9324 members 
Mstep: Class 18 contains 59945 members 
Mstep: Class 19 contains 2503 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 22 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28352810.000000 Penalty: 9696.159180
Iteration 27Q: 17 clusters Score -2.835281e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 4 contains 107633 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 25666 members 
Mstep: Class 8 contains 378882 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 16 contains 10660 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 59359 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 22 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28354122.000000 Penalty: 9696.159180
Iteration 28Q: 17 clusters Score -2.835412e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 4 contains 107504 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 26032 members 
Mstep: Class 8 contains 378324 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2104 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 9181 members 
Mstep: Class 18 contains 58799 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 20 contains 1515 members 
Mstep: Class 22 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355124.000000 Penalty: 9696.159180
Iteration 29Q: 17 clusters Score -2.835512e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 4 contains 107378 members 
Mstep: Class 5 contains 2107 members 
Mstep: Class 6 contains 26339 members 
Mstep: Class 8 contains 377928 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 16 contains 12320 members 
Mstep: Class 17 contains 9081 members 
Mstep: Class 18 contains 58300 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 1531 members 
Mstep: Class 22 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28355884.000000 Penalty: 9696.159180
Iteration 30Q: 17 clusters Score -2.835588e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107276 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 26589 members 
Mstep: Class 8 contains 377640 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 12966 members 
Mstep: Class 17 contains 8981 members 
Mstep: Class 18 contains 57851 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 1545 members 
Mstep: Class 22 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28356476.000000 Penalty: 9696.159180
Iteration 31Q: 17 clusters Score -2.835648e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107207 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 26787 members 
Mstep: Class 8 contains 377384 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 13541 members 
Mstep: Class 17 contains 8885 members 
Mstep: Class 18 contains 57453 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 1562 members 
Mstep: Class 22 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357138.000000 Penalty: 9696.159180
Iteration 32Q: 17 clusters Score -2.835714e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107143 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 26963 members 
Mstep: Class 8 contains 377241 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 18 contains 57063 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 22 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357466.000000 Penalty: 9696.159180
Iteration 33Q: 17 clusters Score -2.835747e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107115 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 27140 members 
Mstep: Class 8 contains 377108 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 2015 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 8672 members 
Mstep: Class 18 contains 56733 members 
Mstep: Class 19 contains 2632 members 
Mstep: Class 20 contains 1576 members 
Mstep: Class 22 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28357812.000000 Penalty: 9696.159180
Iteration 34Q: 17 clusters Score -2.835781e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107093 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 27274 members 
Mstep: Class 8 contains 377020 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 14790 members 
Mstep: Class 17 contains 8548 members 
Mstep: Class 18 contains 56468 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 1582 members 
Mstep: Class 22 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358092.000000 Penalty: 9696.159180
Iteration 35Q: 17 clusters Score -2.835809e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107076 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 27378 members 
Mstep: Class 8 contains 377059 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 15042 members 
Mstep: Class 17 contains 8421 members 
Mstep: Class 18 contains 56214 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 1592 members 
Mstep: Class 22 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358174.000000 Penalty: 9696.159180
Iteration 36Q: 17 clusters Score -2.835817e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107071 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 27480 members 
Mstep: Class 8 contains 377119 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 15237 members 
Mstep: Class 17 contains 8294 members 
Mstep: Class 18 contains 55984 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 1600 members 
Mstep: Class 22 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358182.000000 Penalty: 9696.159180
Iteration 37Q: 17 clusters Score -2.835818e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 4 contains 107069 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 27591 members 
Mstep: Class 8 contains 377149 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 15387 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 55804 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 22 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28358276.000000 Penalty: 9696.159180
Iteration 38Q: 17 clusters Score -2.835828e+07 nChanged 700
Entering ConstructFrom: 
Score: -28358276.000000 Penalty: 9696.159180
Entering ConstructFrom: 
Trying to split cluster 1 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -213871.359375 Penalty: 382.454376
	Iteration 0F: 2 clusters Score -213871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -210796.078125 Penalty: 764.908752
	Iteration 0F: 3 clusters Score -210796.1 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -211941.953125 Penalty: 764.908752
	Iteration 1F: 3 clusters Score -211942 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -212073.312500 Penalty: 764.908752
	Iteration 2F: 3 clusters Score -212073.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -212226.062500 Penalty: 764.908752
	Iteration 3F: 3 clusters Score -212226.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -212463.500000 Penalty: 764.908752
	Iteration 4F: 3 clusters Score -212463.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -212801.812500 Penalty: 764.908752
	Iteration 5F: 3 clusters Score -212801.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -213206.406250 Penalty: 764.908752
	Iteration 6F: 3 clusters Score -213206.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -213806.515625 Penalty: 764.908752
	Iteration 7F: 3 clusters Score -213806.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -214429.578125 Penalty: 764.908752
	Iteration 8F: 3 clusters Score -214429.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -214609.828125 Penalty: 764.908752
	Iteration 9Q: 3 clusters Score -214609.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -214628.828125 Penalty: 764.908752
	Iteration 10Q: 3 clusters Score -214628.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -214633.015625 Penalty: 764.908752
	Iteration 11Q: 3 clusters Score -214633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -214635.281250 Penalty: 764.908752
	Iteration 12Q: 3 clusters Score -214635.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -214635.750000 Penalty: 764.908752
	Iteration 13Q: 3 clusters Score -214635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -214636.781250 Penalty: 764.908752
	Iteration 14Q: 3 clusters Score -214636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -214636.984375 Penalty: 764.908752
	Iteration 15Q: 3 clusters Score -214637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -214636.765625 Penalty: 764.908752
	Iteration 16Q: 3 clusters Score -214636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -214636.718750 Penalty: 764.908752
	Iteration 17Q: 3 clusters Score -214636.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -214636.718750 Penalty: 764.908752
	Iteration 18F: 3 clusters Score -214636.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 4 contains 107071 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 27693 members 
Mstep: Class 8 contains 377172 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 55676 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 22 contains 1372 members 
Entering Unmasked Estep 
Score: -28358788.000000 Penalty: 10302.168945
Splitting cluster 1 changes total score from -28358276.000000 to -28358788.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (107071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Entering Unmasked Estep 
Score: -5248323.000000 Penalty: 526.946777
	Iteration 0F: 2 clusters Score -5248323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -5175985.000000 Penalty: 1053.893555
	Iteration 0F: 3 clusters Score -5175985 nChanged 52394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -5209080.500000 Penalty: 1053.893555
	Iteration 1F: 3 clusters Score -5209080 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5212302.000000 Penalty: 1053.893555
	Iteration 2F: 3 clusters Score -5212302 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5217542.000000 Penalty: 1053.893555
	Iteration 3F: 3 clusters Score -5217542 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5224662.000000 Penalty: 1053.893555
	Iteration 4F: 3 clusters Score -5224662 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5232487.500000 Penalty: 1053.893555
	Iteration 5F: 3 clusters Score -5232488 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -5239135.000000 Penalty: 1053.893555
	Iteration 6F: 3 clusters Score -5239135 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -5243676.500000 Penalty: 1053.893555
	Iteration 7Q: 3 clusters Score -5243676 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104609 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5246099.000000 Penalty: 1053.893555
	Iteration 8Q: 3 clusters Score -5246099 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5247220.500000 Penalty: 1053.893555
	Iteration 9Q: 3 clusters Score -5247220 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5247607.500000 Penalty: 1053.893555
	Iteration 10Q: 3 clusters Score -5247608 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5247759.500000 Penalty: 1053.893555
	Iteration 11Q: 3 clusters Score -5247760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106510 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5247848.500000 Penalty: 1053.893555
	Iteration 12Q: 3 clusters Score -5247848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5247888.500000 Penalty: 1053.893555
	Iteration 13Q: 3 clusters Score -5247888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5247920.000000 Penalty: 1053.893555
	Iteration 14Q: 3 clusters Score -5247920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106597 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5247933.000000 Penalty: 1053.893555
	Iteration 15Q: 3 clusters Score -5247933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5247945.000000 Penalty: 1053.893555
	Iteration 16Q: 3 clusters Score -5247945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5247950.500000 Penalty: 1053.893555
	Iteration 17Q: 3 clusters Score -5247950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5247946.500000 Penalty: 1053.893555
	Iteration 18Q: 3 clusters Score -5247946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5247948.000000 Penalty: 1053.893555
	Iteration 19Q: 3 clusters Score -5247948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106645 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5247947.000000 Penalty: 1053.893555
	Iteration 20F: 3 clusters Score -5247947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5247953.500000 Penalty: 1053.893555
	Iteration 21Q: 3 clusters Score -5247954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5247953.000000 Penalty: 1053.893555
	Iteration 22Q: 3 clusters Score -5247953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5247958.000000 Penalty: 1053.893555
	Iteration 23Q: 3 clusters Score -5247958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5247957.000000 Penalty: 1053.893555
	Iteration 24Q: 3 clusters Score -5247957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106665 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5247958.000000 Penalty: 1053.893555
	Iteration 25Q: 3 clusters Score -5247958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5247960.000000 Penalty: 1053.893555
	Iteration 26Q: 3 clusters Score -5247960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5247959.000000 Penalty: 1053.893555
	Iteration 27Q: 3 clusters Score -5247959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5247959.000000 Penalty: 1053.893555
	Iteration 28F: 3 clusters Score -5247959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -110353.031250 Penalty: 352.021820
	Iteration 0F: 2 clusters Score -110353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -108699.429688 Penalty: 704.043640
	Iteration 0F: 3 clusters Score -108699.4 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -109225.007812 Penalty: 704.043640
	Iteration 1F: 3 clusters Score -109225 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109290.757812 Penalty: 704.043640
	Iteration 2F: 3 clusters Score -109290.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -109348.140625 Penalty: 704.043640
	Iteration 3F: 3 clusters Score -109348.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -109428.328125 Penalty: 704.043640
	Iteration 4Q: 3 clusters Score -109428.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -109507.476562 Penalty: 704.043640
	Iteration 5Q: 3 clusters Score -109507.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -109571.726562 Penalty: 704.043640
	Iteration 6Q: 3 clusters Score -109571.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -109646.609375 Penalty: 704.043640
	Iteration 7F: 3 clusters Score -109646.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -109702.937500 Penalty: 704.043640
	Iteration 8Q: 3 clusters Score -109702.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -109739.039062 Penalty: 704.043640
	Iteration 9Q: 3 clusters Score -109739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -109766.023438 Penalty: 704.043640
	Iteration 10Q: 3 clusters Score -109766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -109793.265625 Penalty: 704.043640
	Iteration 11Q: 3 clusters Score -109793.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -109820.382812 Penalty: 704.043640
	Iteration 12Q: 3 clusters Score -109820.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -109847.515625 Penalty: 704.043640
	Iteration 13Q: 3 clusters Score -109847.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -109871.734375 Penalty: 704.043640
	Iteration 14Q: 3 clusters Score -109871.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -109899.882812 Penalty: 704.043640
	Iteration 15Q: 3 clusters Score -109899.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -109930.554688 Penalty: 704.043640
	Iteration 16Q: 3 clusters Score -109930.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -109958.656250 Penalty: 704.043640
	Iteration 17Q: 3 clusters Score -109958.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -109979.148438 Penalty: 704.043640
	Iteration 18Q: 3 clusters Score -109979.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -109998.500000 Penalty: 704.043640
	Iteration 19Q: 3 clusters Score -109998.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -110024.992188 Penalty: 704.043640
	Iteration 20F: 3 clusters Score -110025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -110054.296875 Penalty: 704.043640
	Iteration 21Q: 3 clusters Score -110054.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -110077.335938 Penalty: 704.043640
	Iteration 22Q: 3 clusters Score -110077.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -110102.109375 Penalty: 704.043640
	Iteration 23Q: 3 clusters Score -110102.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -110133.281250 Penalty: 704.043640
	Iteration 24Q: 3 clusters Score -110133.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -110160.773438 Penalty: 704.043640
	Iteration 25Q: 3 clusters Score -110160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -110175.828125 Penalty: 704.043640
	Iteration 26Q: 3 clusters Score -110175.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -110186.359375 Penalty: 704.043640
	Iteration 27Q: 3 clusters Score -110186.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -110195.078125 Penalty: 704.043640
	Iteration 28Q: 3 clusters Score -110195.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -110202.992188 Penalty: 704.043640
	Iteration 29Q: 3 clusters Score -110203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -110208.562500 Penalty: 704.043640
	Iteration 30Q: 3 clusters Score -110208.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -110211.140625 Penalty: 704.043640
	Iteration 31Q: 3 clusters Score -110211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -110212.132812 Penalty: 704.043640
	Iteration 32Q: 3 clusters Score -110212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -110212.937500 Penalty: 704.043640
	Iteration 33Q: 3 clusters Score -110212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -110213.093750 Penalty: 704.043640
	Iteration 34Q: 3 clusters Score -110213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -110213.796875 Penalty: 704.043640
	Iteration 35Q: 3 clusters Score -110213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -110213.796875 Penalty: 704.043640
	Iteration 36F: 3 clusters Score -110213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Entering Unmasked Estep 
Score: -1402430.625000 Penalty: 465.416565
	Iteration 0F: 2 clusters Score -1402431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1383983.875000 Penalty: 930.833130
	Iteration 0F: 3 clusters Score -1383984 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1392604.125000 Penalty: 930.833130
	Iteration 1F: 3 clusters Score -1392604 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1394204.500000 Penalty: 930.833130
	Iteration 2F: 3 clusters Score -1394204 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1396341.500000 Penalty: 930.833130
	Iteration 3F: 3 clusters Score -1396342 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1398544.000000 Penalty: 930.833130
	Iteration 4F: 3 clusters Score -1398544 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1400131.125000 Penalty: 930.833130
	Iteration 5F: 3 clusters Score -1400131 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1400887.875000 Penalty: 930.833130
	Iteration 6Q: 3 clusters Score -1400888 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1401237.125000 Penalty: 930.833130
	Iteration 7Q: 3 clusters Score -1401237 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1401421.750000 Penalty: 930.833130
	Iteration 8Q: 3 clusters Score -1401422 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1401548.625000 Penalty: 930.833130
	Iteration 9Q: 3 clusters Score -1401549 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1401642.250000 Penalty: 930.833130
	Iteration 10Q: 3 clusters Score -1401642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1401725.250000 Penalty: 930.833130
	Iteration 11Q: 3 clusters Score -1401725 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1401807.750000 Penalty: 930.833130
	Iteration 12Q: 3 clusters Score -1401808 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1401883.750000 Penalty: 930.833130
	Iteration 13Q: 3 clusters Score -1401884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1401938.000000 Penalty: 930.833130
	Iteration 14Q: 3 clusters Score -1401938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1401974.625000 Penalty: 930.833130
	Iteration 15Q: 3 clusters Score -1401975 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1402018.500000 Penalty: 930.833130
	Iteration 16Q: 3 clusters Score -1402018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1402042.625000 Penalty: 930.833130
	Iteration 17Q: 3 clusters Score -1402043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1402070.125000 Penalty: 930.833130
	Iteration 18Q: 3 clusters Score -1402070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1402097.125000 Penalty: 930.833130
	Iteration 19Q: 3 clusters Score -1402097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1402129.375000 Penalty: 930.833130
	Iteration 20F: 3 clusters Score -1402129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1402148.125000 Penalty: 930.833130
	Iteration 21Q: 3 clusters Score -1402148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1402148.625000 Penalty: 930.833130
	Iteration 22Q: 3 clusters Score -1402149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1402156.500000 Penalty: 930.833130
	Iteration 23Q: 3 clusters Score -1402156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1402160.875000 Penalty: 930.833130
	Iteration 24Q: 3 clusters Score -1402161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1402166.000000 Penalty: 930.833130
	Iteration 25Q: 3 clusters Score -1402166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1402170.000000 Penalty: 930.833130
	Iteration 26Q: 3 clusters Score -1402170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1402173.875000 Penalty: 930.833130
	Iteration 27Q: 3 clusters Score -1402174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1402178.875000 Penalty: 930.833130
	Iteration 28Q: 3 clusters Score -1402179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1402183.875000 Penalty: 930.833130
	Iteration 29Q: 3 clusters Score -1402184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1402184.750000 Penalty: 930.833130
	Iteration 30Q: 3 clusters Score -1402185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1402184.375000 Penalty: 930.833130
	Iteration 31Q: 3 clusters Score -1402184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1402183.750000 Penalty: 930.833130
	Iteration 32Q: 3 clusters Score -1402184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1402183.750000 Penalty: 930.833130
	Iteration 33F: 3 clusters Score -1402184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (377172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377172 members 
Entering Unmasked Estep 
Score: -17971130.000000 Penalty: 584.240784
	Iteration 0F: 2 clusters Score -1.797113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188851 members 
Mstep: Class 2 contains 188321 members 
Entering Unmasked Estep 
Score: -17742426.000000 Penalty: 1168.481567
	Iteration 0F: 3 clusters Score -1.774243e+07 nChanged 186830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203151 members 
Mstep: Class 2 contains 174021 members 
Entering Unmasked Estep 
Score: -17860070.000000 Penalty: 1168.481567
	Iteration 1F: 3 clusters Score -1.786007e+07 nChanged 17072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206021 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -17867994.000000 Penalty: 1168.481567
	Iteration 2Q: 3 clusters Score -1.786799e+07 nChanged 20690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208239 members 
Mstep: Class 2 contains 168933 members 
Entering Unmasked Estep 
Score: -17881748.000000 Penalty: 1168.481567
	Iteration 3F: 3 clusters Score -1.788175e+07 nChanged 25137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208806 members 
Mstep: Class 2 contains 168366 members 
Entering Unmasked Estep 
Score: -17903368.000000 Penalty: 1168.481567
	Iteration 4F: 3 clusters Score -1.790337e+07 nChanged 26391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206451 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -17923624.000000 Penalty: 1168.481567
	Iteration 5F: 3 clusters Score -1.792362e+07 nChanged 20844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201873 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -17932458.000000 Penalty: 1168.481567
	Iteration 6F: 3 clusters Score -1.793246e+07 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196512 members 
Mstep: Class 2 contains 180660 members 
Entering Unmasked Estep 
Score: -17934682.000000 Penalty: 1168.481567
	Iteration 7Q: 3 clusters Score -1.793468e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190620 members 
Mstep: Class 2 contains 186552 members 
Entering Unmasked Estep 
Score: -17935436.000000 Penalty: 1168.481567
	Iteration 8Q: 3 clusters Score -1.793544e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184024 members 
Mstep: Class 2 contains 193148 members 
Entering Unmasked Estep 
Score: -17936212.000000 Penalty: 1168.481567
	Iteration 9Q: 3 clusters Score -1.793621e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177357 members 
Mstep: Class 2 contains 199815 members 
Entering Unmasked Estep 
Score: -17936922.000000 Penalty: 1168.481567
	Iteration 10Q: 3 clusters Score -1.793692e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170320 members 
Mstep: Class 2 contains 206852 members 
Entering Unmasked Estep 
Score: -17937992.000000 Penalty: 1168.481567
	Iteration 11Q: 3 clusters Score -1.793799e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163007 members 
Mstep: Class 2 contains 214165 members 
Entering Unmasked Estep 
Score: -17939336.000000 Penalty: 1168.481567
	Iteration 12Q: 3 clusters Score -1.793934e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 221354 members 
Entering Unmasked Estep 
Score: -17940632.000000 Penalty: 1168.481567
	Iteration 13Q: 3 clusters Score -1.794063e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148879 members 
Mstep: Class 2 contains 228293 members 
Entering Unmasked Estep 
Score: -17942128.000000 Penalty: 1168.481567
	Iteration 14Q: 3 clusters Score -1.794213e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 234736 members 
Entering Unmasked Estep 
Score: -17943180.000000 Penalty: 1168.481567
	Iteration 15Q: 3 clusters Score -1.794318e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 240855 members 
Entering Unmasked Estep 
Score: -17944300.000000 Penalty: 1168.481567
	Iteration 16Q: 3 clusters Score -1.79443e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130562 members 
Mstep: Class 2 contains 246610 members 
Entering Unmasked Estep 
Score: -17945274.000000 Penalty: 1168.481567
	Iteration 17Q: 3 clusters Score -1.794527e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 252206 members 
Entering Unmasked Estep 
Score: -17946348.000000 Penalty: 1168.481567
	Iteration 18Q: 3 clusters Score -1.794635e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119866 members 
Mstep: Class 2 contains 257306 members 
Entering Unmasked Estep 
Score: -17947444.000000 Penalty: 1168.481567
	Iteration 19Q: 3 clusters Score -1.794744e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115171 members 
Mstep: Class 2 contains 262001 members 
Entering Unmasked Estep 
Score: -17948292.000000 Penalty: 1168.481567
	Iteration 20F: 3 clusters Score -1.794829e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110583 members 
Mstep: Class 2 contains 266589 members 
Entering Unmasked Estep 
Score: -17948952.000000 Penalty: 1168.481567
	Iteration 21Q: 3 clusters Score -1.794895e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106328 members 
Mstep: Class 2 contains 270844 members 
Entering Unmasked Estep 
Score: -17949816.000000 Penalty: 1168.481567
	Iteration 22Q: 3 clusters Score -1.794982e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102378 members 
Mstep: Class 2 contains 274794 members 
Entering Unmasked Estep 
Score: -17950664.000000 Penalty: 1168.481567
	Iteration 23Q: 3 clusters Score -1.795066e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98539 members 
Mstep: Class 2 contains 278633 members 
Entering Unmasked Estep 
Score: -17951638.000000 Penalty: 1168.481567
	Iteration 24Q: 3 clusters Score -1.795164e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 282353 members 
Entering Unmasked Estep 
Score: -17952842.000000 Penalty: 1168.481567
	Iteration 25Q: 3 clusters Score -1.795284e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 285832 members 
Entering Unmasked Estep 
Score: -17954100.000000 Penalty: 1168.481567
	Iteration 26Q: 3 clusters Score -1.79541e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 289449 members 
Entering Unmasked Estep 
Score: -17956668.000000 Penalty: 1168.481567
	Iteration 27Q: 3 clusters Score -1.795667e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 293499 members 
Entering Unmasked Estep 
Score: -17960046.000000 Penalty: 1168.481567
	Iteration 28Q: 3 clusters Score -1.796005e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 297921 members 
Entering Unmasked Estep 
Score: -17963708.000000 Penalty: 1168.481567
	Iteration 29Q: 3 clusters Score -1.796371e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 303018 members 
Entering Unmasked Estep 
Score: -17967800.000000 Penalty: 1168.481567
	Iteration 30Q: 3 clusters Score -1.79678e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 308747 members 
Entering Unmasked Estep 
Score: -17972002.000000 Penalty: 1168.481567
	Iteration 31Q: 3 clusters Score -1.7972e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 314992 members 
Entering Unmasked Estep 
Score: -17976562.000000 Penalty: 1168.481567
	Iteration 32Q: 3 clusters Score -1.797656e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 321510 members 
Entering Unmasked Estep 
Score: -17980964.000000 Penalty: 1168.481567
	Iteration 33Q: 3 clusters Score -1.798096e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 327618 members 
Entering Unmasked Estep 
Score: -17984848.000000 Penalty: 1168.481567
	Iteration 34Q: 3 clusters Score -1.798485e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 332947 members 
Entering Unmasked Estep 
Score: -17988402.000000 Penalty: 1168.481567
	Iteration 35Q: 3 clusters Score -1.79884e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 337315 members 
Entering Unmasked Estep 
Score: -17990786.000000 Penalty: 1168.481567
	Iteration 36Q: 3 clusters Score -1.799079e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 340592 members 
Entering Unmasked Estep 
Score: -17992254.000000 Penalty: 1168.481567
	Iteration 37Q: 3 clusters Score -1.799225e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 342920 members 
Entering Unmasked Estep 
Score: -17993244.000000 Penalty: 1168.481567
	Iteration 38Q: 3 clusters Score -1.799324e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 344628 members 
Entering Unmasked Estep 
Score: -17993426.000000 Penalty: 1168.481567
	Iteration 39Q: 3 clusters Score -1.799343e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 345916 members 
Entering Unmasked Estep 
Score: -17993768.000000 Penalty: 1168.481567
	Iteration 40F: 3 clusters Score -1.799377e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 346798 members 
Entering Unmasked Estep 
Score: -17993840.000000 Penalty: 1168.481567
	Iteration 41Q: 3 clusters Score -1.799384e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 347485 members 
Entering Unmasked Estep 
Score: -17993780.000000 Penalty: 1168.481567
	Iteration 42Q: 3 clusters Score -1.799378e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 348063 members 
Entering Unmasked Estep 
Score: -17993738.000000 Penalty: 1168.481567
	Iteration 43Q: 3 clusters Score -1.799374e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 348571 members 
Entering Unmasked Estep 
Score: -17993740.000000 Penalty: 1168.481567
	Iteration 44Q: 3 clusters Score -1.799374e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 349046 members 
Entering Unmasked Estep 
Score: -17993652.000000 Penalty: 1168.481567
	Iteration 45Q: 3 clusters Score -1.799365e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 349479 members 
Entering Unmasked Estep 
Score: -17993582.000000 Penalty: 1168.481567
	Iteration 46Q: 3 clusters Score -1.799358e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 349871 members 
Entering Unmasked Estep 
Score: -17993448.000000 Penalty: 1168.481567
	Iteration 47Q: 3 clusters Score -1.799345e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 350209 members 
Entering Unmasked Estep 
Score: -17993330.000000 Penalty: 1168.481567
	Iteration 48Q: 3 clusters Score -1.799333e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 350512 members 
Entering Unmasked Estep 
Score: -17993216.000000 Penalty: 1168.481567
	Iteration 49Q: 3 clusters Score -1.799322e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 350752 members 
Entering Unmasked Estep 
Score: -17993096.000000 Penalty: 1168.481567
	Iteration 50Q: 3 clusters Score -1.79931e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 350955 members 
Entering Unmasked Estep 
Score: -17993078.000000 Penalty: 1168.481567
	Iteration 51Q: 3 clusters Score -1.799308e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 351124 members 
Entering Unmasked Estep 
Score: -17992974.000000 Penalty: 1168.481567
	Iteration 52Q: 3 clusters Score -1.799297e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 351301 members 
Entering Unmasked Estep 
Score: -17992934.000000 Penalty: 1168.481567
	Iteration 53Q: 3 clusters Score -1.799293e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 351452 members 
Entering Unmasked Estep 
Score: -17992862.000000 Penalty: 1168.481567
	Iteration 54Q: 3 clusters Score -1.799286e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 351594 members 
Entering Unmasked Estep 
Score: -17992850.000000 Penalty: 1168.481567
	Iteration 55Q: 3 clusters Score -1.799285e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 351721 members 
Entering Unmasked Estep 
Score: -17992790.000000 Penalty: 1168.481567
	Iteration 56Q: 3 clusters Score -1.799279e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 351843 members 
Entering Unmasked Estep 
Score: -17992790.000000 Penalty: 1168.481567
	Iteration 57Q: 3 clusters Score -1.799279e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 351956 members 
Entering Unmasked Estep 
Score: -17992800.000000 Penalty: 1168.481567
	Iteration 58Q: 3 clusters Score -1.79928e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 352046 members 
Entering Unmasked Estep 
Score: -17992810.000000 Penalty: 1168.481567
	Iteration 59Q: 3 clusters Score -1.799281e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 352128 members 
Entering Unmasked Estep 
Score: -17992782.000000 Penalty: 1168.481567
	Iteration 60F: 3 clusters Score -1.799278e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 352199 members 
Entering Unmasked Estep 
Score: -17992744.000000 Penalty: 1168.481567
	Iteration 61Q: 3 clusters Score -1.799274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 352253 members 
Entering Unmasked Estep 
Score: -17992748.000000 Penalty: 1168.481567
	Iteration 62Q: 3 clusters Score -1.799275e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 352308 members 
Entering Unmasked Estep 
Score: -17992742.000000 Penalty: 1168.481567
	Iteration 63Q: 3 clusters Score -1.799274e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 352361 members 
Entering Unmasked Estep 
Score: -17992730.000000 Penalty: 1168.481567
	Iteration 64Q: 3 clusters Score -1.799273e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 352411 members 
Entering Unmasked Estep 
Score: -17992734.000000 Penalty: 1168.481567
	Iteration 65Q: 3 clusters Score -1.799273e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 352449 members 
Entering Unmasked Estep 
Score: -17992738.000000 Penalty: 1168.481567
	Iteration 66Q: 3 clusters Score -1.799274e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 352483 members 
Entering Unmasked Estep 
Score: -17992756.000000 Penalty: 1168.481567
	Iteration 67Q: 3 clusters Score -1.799276e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 352514 members 
Entering Unmasked Estep 
Score: -17992746.000000 Penalty: 1168.481567
	Iteration 68Q: 3 clusters Score -1.799275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 352532 members 
Entering Unmasked Estep 
Score: -17992762.000000 Penalty: 1168.481567
	Iteration 69Q: 3 clusters Score -1.799276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 352545 members 
Entering Unmasked Estep 
Score: -17992764.000000 Penalty: 1168.481567
	Iteration 70Q: 3 clusters Score -1.799276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 352564 members 
Entering Unmasked Estep 
Score: -17992754.000000 Penalty: 1168.481567
	Iteration 71Q: 3 clusters Score -1.799275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 352583 members 
Entering Unmasked Estep 
Score: -17992750.000000 Penalty: 1168.481567
	Iteration 72Q: 3 clusters Score -1.799275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 352603 members 
Entering Unmasked Estep 
Score: -17992732.000000 Penalty: 1168.481567
	Iteration 73Q: 3 clusters Score -1.799273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 352623 members 
Entering Unmasked Estep 
Score: -17992738.000000 Penalty: 1168.481567
	Iteration 74Q: 3 clusters Score -1.799274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 352642 members 
Entering Unmasked Estep 
Score: -17992722.000000 Penalty: 1168.481567
	Iteration 75Q: 3 clusters Score -1.799272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 352657 members 
Entering Unmasked Estep 
Score: -17992706.000000 Penalty: 1168.481567
	Iteration 76Q: 3 clusters Score -1.799271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 352677 members 
Entering Unmasked Estep 
Score: -17992686.000000 Penalty: 1168.481567
	Iteration 77Q: 3 clusters Score -1.799269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 352688 members 
Entering Unmasked Estep 
Score: -17992688.000000 Penalty: 1168.481567
	Iteration 78Q: 3 clusters Score -1.799269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 352697 members 
Entering Unmasked Estep 
Score: -17992672.000000 Penalty: 1168.481567
	Iteration 79Q: 3 clusters Score -1.799267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 352704 members 
Entering Unmasked Estep 
Score: -17992682.000000 Penalty: 1168.481567
	Iteration 80F: 3 clusters Score -1.799268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 352713 members 
Entering Unmasked Estep 
Score: -17992662.000000 Penalty: 1168.481567
	Iteration 81Q: 3 clusters Score -1.799266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 352719 members 
Entering Unmasked Estep 
Score: -17992660.000000 Penalty: 1168.481567
	Iteration 82Q: 3 clusters Score -1.799266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 352726 members 
Entering Unmasked Estep 
Score: -17992664.000000 Penalty: 1168.481567
	Iteration 83Q: 3 clusters Score -1.799266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 352732 members 
Entering Unmasked Estep 
Score: -17992648.000000 Penalty: 1168.481567
	Iteration 84Q: 3 clusters Score -1.799265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 352739 members 
Entering Unmasked Estep 
Score: -17992636.000000 Penalty: 1168.481567
	Iteration 85Q: 3 clusters Score -1.799264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 352745 members 
Entering Unmasked Estep 
Score: -17992644.000000 Penalty: 1168.481567
	Iteration 86Q: 3 clusters Score -1.799264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 352749 members 
Entering Unmasked Estep 
Score: -17992636.000000 Penalty: 1168.481567
	Iteration 87Q: 3 clusters Score -1.799264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 352752 members 
Entering Unmasked Estep 
Score: -17992648.000000 Penalty: 1168.481567
	Iteration 88Q: 3 clusters Score -1.799265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 352752 members 
Entering Unmasked Estep 
Score: -17992648.000000 Penalty: 1168.481567
	Iteration 89F: 3 clusters Score -1.799265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 352752 members 
Mstep: Class 4 contains 107071 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 27693 members 
Mstep: Class 8 contains 24420 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 55676 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 22 contains 1372 members 
Entering Unmasked Estep 
Score: -28380354.000000 Penalty: 10908.178711
Splitting cluster 8 changes total score from -28358276.000000 to -28380354.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -8197.879883 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -8197.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7911.041016 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -7911.041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7997.525391 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -7997.525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8014.041504 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -8014.042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8024.024902 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -8024.025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8029.338379 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -8029.338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8042.765625 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -8042.766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8059.619141 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -8059.619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8083.497559 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -8083.498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8087.071777 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -8087.072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8087.676758 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -8087.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8087.676758 Penalty: 483.052338
	Iteration 10F: 3 clusters Score -8087.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -35910.203125 Penalty: 312.963867
	Iteration 0F: 2 clusters Score -35910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -35111.214844 Penalty: 625.927734
	Iteration 0F: 3 clusters Score -35111.21 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -35504.355469 Penalty: 625.927734
	Iteration 1F: 3 clusters Score -35504.36 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35927.968750 Penalty: 625.927734
	Iteration 2F: 3 clusters Score -35927.97 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36198.093750 Penalty: 625.927734
	Iteration 3F: 3 clusters Score -36198.09 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36363.058594 Penalty: 625.927734
	Iteration 4F: 3 clusters Score -36363.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36447.468750 Penalty: 625.927734
	Iteration 5Q: 3 clusters Score -36447.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36493.000000 Penalty: 625.927734
	Iteration 6Q: 3 clusters Score -36493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36516.371094 Penalty: 625.927734
	Iteration 7Q: 3 clusters Score -36516.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36534.015625 Penalty: 625.927734
	Iteration 8Q: 3 clusters Score -36534.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36539.875000 Penalty: 625.927734
	Iteration 9Q: 3 clusters Score -36539.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36541.796875 Penalty: 625.927734
	Iteration 10Q: 3 clusters Score -36541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36544.363281 Penalty: 625.927734
	Iteration 11F: 3 clusters Score -36544.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36557.140625 Penalty: 625.927734
	Iteration 12Q: 3 clusters Score -36557.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36579.746094 Penalty: 625.927734
	Iteration 13Q: 3 clusters Score -36579.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36580.769531 Penalty: 625.927734
	Iteration 14Q: 3 clusters Score -36580.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36581.636719 Penalty: 625.927734
	Iteration 15Q: 3 clusters Score -36581.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36581.636719 Penalty: 625.927734
	Iteration 16F: 3 clusters Score -36581.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 352752 members 
Mstep: Class 4 contains 107071 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 27693 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 24420 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 55676 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 22 contains 1372 members 
Entering Unmasked Estep 
Score: -28380722.000000 Penalty: 11514.189453
Splitting cluster 11 changes total score from -28358276.000000 to -28380722.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 13 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -18902.617188 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -18902.62 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 238 members 
Entering Unmasked Estep 
Score: -18436.433594 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -18436.43 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18592.472656 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -18592.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18646.775391 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -18646.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18669.720703 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -18669.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18689.535156 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -18689.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18708.216797 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -18708.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18722.548828 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -18722.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18727.205078 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -18727.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18730.677734 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -18730.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18736.470703 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -18736.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18741.917969 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -18741.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18747.859375 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -18747.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18756.900391 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -18756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18763.531250 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -18763.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18763.531250 Penalty: 556.546143
	Iteration 14F: 3 clusters Score -18763.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -53554.472656 Penalty: 330.704132
	Iteration 0F: 2 clusters Score -53554.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -52553.250000 Penalty: 661.408264
	Iteration 0F: 3 clusters Score -52553.25 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -53636.648438 Penalty: 661.408264
	Iteration 1F: 3 clusters Score -53636.65 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -54658.914062 Penalty: 661.408264
	Iteration 2F: 3 clusters Score -54658.91 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -55157.117188 Penalty: 661.408264
	Iteration 3F: 3 clusters Score -55157.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -55391.937500 Penalty: 661.408264
	Iteration 4Q: 3 clusters Score -55391.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -55531.054688 Penalty: 661.408264
	Iteration 5Q: 3 clusters Score -55531.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -55536.890625 Penalty: 661.408264
	Iteration 6Q: 3 clusters Score -55536.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -55541.277344 Penalty: 661.408264
	Iteration 7Q: 3 clusters Score -55541.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -55544.082031 Penalty: 661.408264
	Iteration 8Q: 3 clusters Score -55544.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -55548.226562 Penalty: 661.408264
	Iteration 9Q: 3 clusters Score -55548.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -55549.390625 Penalty: 661.408264
	Iteration 10Q: 3 clusters Score -55549.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -55549.390625 Penalty: 661.408264
	Iteration 11F: 3 clusters Score -55549.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 352752 members 
Mstep: Class 4 contains 107071 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 27693 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 24420 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 55676 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 22 contains 1372 members 
Entering Unmasked Estep 
Score: -28382426.000000 Penalty: 12120.199219
Splitting cluster 14 changes total score from -28358276.000000 to -28382426.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 15 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -89590.890625 Penalty: 343.459290
	Iteration 0F: 2 clusters Score -89590.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -88221.125000 Penalty: 686.918579
	Iteration 0F: 3 clusters Score -88221.12 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -88664.367188 Penalty: 686.918579
	Iteration 1F: 3 clusters Score -88664.37 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -88727.101562 Penalty: 686.918579
	Iteration 2F: 3 clusters Score -88727.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -88783.343750 Penalty: 686.918579
	Iteration 3F: 3 clusters Score -88783.34 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -88842.773438 Penalty: 686.918579
	Iteration 4Q: 3 clusters Score -88842.77 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -88918.367188 Penalty: 686.918579
	Iteration 5Q: 3 clusters Score -88918.37 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -89048.218750 Penalty: 686.918579
	Iteration 6F: 3 clusters Score -89048.22 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -89150.000000 Penalty: 686.918579
	Iteration 7F: 3 clusters Score -89150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -89208.570312 Penalty: 686.918579
	Iteration 8Q: 3 clusters Score -89208.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -89244.093750 Penalty: 686.918579
	Iteration 9Q: 3 clusters Score -89244.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -89275.062500 Penalty: 686.918579
	Iteration 10Q: 3 clusters Score -89275.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -89301.367188 Penalty: 686.918579
	Iteration 11Q: 3 clusters Score -89301.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -89324.437500 Penalty: 686.918579
	Iteration 12Q: 3 clusters Score -89324.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -89349.687500 Penalty: 686.918579
	Iteration 13Q: 3 clusters Score -89349.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -89377.250000 Penalty: 686.918579
	Iteration 14Q: 3 clusters Score -89377.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -89398.500000 Penalty: 686.918579
	Iteration 15Q: 3 clusters Score -89398.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -89413.125000 Penalty: 686.918579
	Iteration 16Q: 3 clusters Score -89413.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -89421.460938 Penalty: 686.918579
	Iteration 17Q: 3 clusters Score -89421.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -89428.960938 Penalty: 686.918579
	Iteration 18Q: 3 clusters Score -89428.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -89435.609375 Penalty: 686.918579
	Iteration 19Q: 3 clusters Score -89435.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -89443.390625 Penalty: 686.918579
	Iteration 20F: 3 clusters Score -89443.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -89453.570312 Penalty: 686.918579
	Iteration 21Q: 3 clusters Score -89453.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -89466.851562 Penalty: 686.918579
	Iteration 22Q: 3 clusters Score -89466.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -89482.539062 Penalty: 686.918579
	Iteration 23Q: 3 clusters Score -89482.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89497.890625 Penalty: 686.918579
	Iteration 24Q: 3 clusters Score -89497.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89508.398438 Penalty: 686.918579
	Iteration 25Q: 3 clusters Score -89508.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89513.953125 Penalty: 686.918579
	Iteration 26Q: 3 clusters Score -89513.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89517.437500 Penalty: 686.918579
	Iteration 27Q: 3 clusters Score -89517.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89521.109375 Penalty: 686.918579
	Iteration 28Q: 3 clusters Score -89521.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89524.625000 Penalty: 686.918579
	Iteration 29Q: 3 clusters Score -89524.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89526.046875 Penalty: 686.918579
	Iteration 30Q: 3 clusters Score -89526.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89526.656250 Penalty: 686.918579
	Iteration 31Q: 3 clusters Score -89526.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89527.445312 Penalty: 686.918579
	Iteration 32Q: 3 clusters Score -89527.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89527.445312 Penalty: 686.918579
	Iteration 33F: 3 clusters Score -89527.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Entering Unmasked Estep 
Score: -796195.687500 Penalty: 439.063873
	Iteration 0F: 2 clusters Score -796195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -785877.375000 Penalty: 878.127747
	Iteration 0F: 3 clusters Score -785877.4 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -790374.312500 Penalty: 878.127747
	Iteration 1F: 3 clusters Score -790374.3 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -790951.562500 Penalty: 878.127747
	Iteration 2F: 3 clusters Score -790951.6 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -791731.750000 Penalty: 878.127747
	Iteration 3F: 3 clusters Score -791731.8 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -792673.562500 Penalty: 878.127747
	Iteration 4F: 3 clusters Score -792673.6 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -793475.312500 Penalty: 878.127747
	Iteration 5F: 3 clusters Score -793475.3 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -793913.625000 Penalty: 878.127747
	Iteration 6F: 3 clusters Score -793913.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -794119.750000 Penalty: 878.127747
	Iteration 7Q: 3 clusters Score -794119.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -794280.812500 Penalty: 878.127747
	Iteration 8Q: 3 clusters Score -794280.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -794409.500000 Penalty: 878.127747
	Iteration 9Q: 3 clusters Score -794409.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -794522.937500 Penalty: 878.127747
	Iteration 10Q: 3 clusters Score -794522.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -794646.437500 Penalty: 878.127747
	Iteration 11Q: 3 clusters Score -794646.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -794753.687500 Penalty: 878.127747
	Iteration 12Q: 3 clusters Score -794753.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -794831.437500 Penalty: 878.127747
	Iteration 13Q: 3 clusters Score -794831.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -794887.187500 Penalty: 878.127747
	Iteration 14Q: 3 clusters Score -794887.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -794926.187500 Penalty: 878.127747
	Iteration 15Q: 3 clusters Score -794926.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -794968.312500 Penalty: 878.127747
	Iteration 16Q: 3 clusters Score -794968.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -795005.000000 Penalty: 878.127747
	Iteration 17Q: 3 clusters Score -795005 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -795030.875000 Penalty: 878.127747
	Iteration 18Q: 3 clusters Score -795030.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -795050.062500 Penalty: 878.127747
	Iteration 19Q: 3 clusters Score -795050.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -795062.062500 Penalty: 878.127747
	Iteration 20F: 3 clusters Score -795062.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -795074.750000 Penalty: 878.127747
	Iteration 21Q: 3 clusters Score -795074.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -795087.375000 Penalty: 878.127747
	Iteration 22Q: 3 clusters Score -795087.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -795104.062500 Penalty: 878.127747
	Iteration 23Q: 3 clusters Score -795104.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -795110.562500 Penalty: 878.127747
	Iteration 24Q: 3 clusters Score -795110.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -795120.125000 Penalty: 878.127747
	Iteration 25Q: 3 clusters Score -795120.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -795129.062500 Penalty: 878.127747
	Iteration 26Q: 3 clusters Score -795129.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -795137.312500 Penalty: 878.127747
	Iteration 27Q: 3 clusters Score -795137.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -795150.062500 Penalty: 878.127747
	Iteration 28Q: 3 clusters Score -795150.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -795164.250000 Penalty: 878.127747
	Iteration 29Q: 3 clusters Score -795164.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -795175.500000 Penalty: 878.127747
	Iteration 30Q: 3 clusters Score -795175.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -795184.937500 Penalty: 878.127747
	Iteration 31Q: 3 clusters Score -795184.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -795196.562500 Penalty: 878.127747
	Iteration 32Q: 3 clusters Score -795196.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -795205.625000 Penalty: 878.127747
	Iteration 33Q: 3 clusters Score -795205.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -795213.625000 Penalty: 878.127747
	Iteration 34Q: 3 clusters Score -795213.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -795224.937500 Penalty: 878.127747
	Iteration 35Q: 3 clusters Score -795224.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -795235.812500 Penalty: 878.127747
	Iteration 36Q: 3 clusters Score -795235.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -795244.687500 Penalty: 878.127747
	Iteration 37Q: 3 clusters Score -795244.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -795254.812500 Penalty: 878.127747
	Iteration 38Q: 3 clusters Score -795254.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -795265.500000 Penalty: 878.127747
	Iteration 39Q: 3 clusters Score -795265.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -795269.625000 Penalty: 878.127747
	Iteration 40F: 3 clusters Score -795269.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -795273.687500 Penalty: 878.127747
	Iteration 41Q: 3 clusters Score -795273.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -795277.937500 Penalty: 878.127747
	Iteration 42Q: 3 clusters Score -795277.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -795284.000000 Penalty: 878.127747
	Iteration 43Q: 3 clusters Score -795284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -795288.687500 Penalty: 878.127747
	Iteration 44Q: 3 clusters Score -795288.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -795296.625000 Penalty: 878.127747
	Iteration 45Q: 3 clusters Score -795296.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -795307.312500 Penalty: 878.127747
	Iteration 46Q: 3 clusters Score -795307.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -795315.562500 Penalty: 878.127747
	Iteration 47Q: 3 clusters Score -795315.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -795321.875000 Penalty: 878.127747
	Iteration 48Q: 3 clusters Score -795321.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -795329.250000 Penalty: 878.127747
	Iteration 49Q: 3 clusters Score -795329.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -795338.687500 Penalty: 878.127747
	Iteration 50Q: 3 clusters Score -795338.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -795354.375000 Penalty: 878.127747
	Iteration 51Q: 3 clusters Score -795354.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -795365.437500 Penalty: 878.127747
	Iteration 52Q: 3 clusters Score -795365.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -795379.500000 Penalty: 878.127747
	Iteration 53Q: 3 clusters Score -795379.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -795396.937500 Penalty: 878.127747
	Iteration 54Q: 3 clusters Score -795396.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -795414.250000 Penalty: 878.127747
	Iteration 55Q: 3 clusters Score -795414.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -795437.312500 Penalty: 878.127747
	Iteration 56Q: 3 clusters Score -795437.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -795460.687500 Penalty: 878.127747
	Iteration 57Q: 3 clusters Score -795460.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -795484.937500 Penalty: 878.127747
	Iteration 58Q: 3 clusters Score -795484.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -795509.875000 Penalty: 878.127747
	Iteration 59Q: 3 clusters Score -795509.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -795530.437500 Penalty: 878.127747
	Iteration 60F: 3 clusters Score -795530.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -795549.687500 Penalty: 878.127747
	Iteration 61Q: 3 clusters Score -795549.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -795563.375000 Penalty: 878.127747
	Iteration 62Q: 3 clusters Score -795563.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -795579.812500 Penalty: 878.127747
	Iteration 63Q: 3 clusters Score -795579.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -795594.125000 Penalty: 878.127747
	Iteration 64Q: 3 clusters Score -795594.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -795609.750000 Penalty: 878.127747
	Iteration 65Q: 3 clusters Score -795609.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -795629.875000 Penalty: 878.127747
	Iteration 66Q: 3 clusters Score -795629.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -795647.187500 Penalty: 878.127747
	Iteration 67Q: 3 clusters Score -795647.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -795664.500000 Penalty: 878.127747
	Iteration 68Q: 3 clusters Score -795664.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -795679.625000 Penalty: 878.127747
	Iteration 69Q: 3 clusters Score -795679.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -795697.125000 Penalty: 878.127747
	Iteration 70Q: 3 clusters Score -795697.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -795716.937500 Penalty: 878.127747
	Iteration 71Q: 3 clusters Score -795716.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -795740.812500 Penalty: 878.127747
	Iteration 72Q: 3 clusters Score -795740.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -795768.687500 Penalty: 878.127747
	Iteration 73Q: 3 clusters Score -795768.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -795792.687500 Penalty: 878.127747
	Iteration 74Q: 3 clusters Score -795792.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -795819.937500 Penalty: 878.127747
	Iteration 75Q: 3 clusters Score -795819.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -795853.250000 Penalty: 878.127747
	Iteration 76Q: 3 clusters Score -795853.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -795884.187500 Penalty: 878.127747
	Iteration 77Q: 3 clusters Score -795884.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -795917.000000 Penalty: 878.127747
	Iteration 78Q: 3 clusters Score -795917 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -795955.687500 Penalty: 878.127747
	Iteration 79Q: 3 clusters Score -795955.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -795986.437500 Penalty: 878.127747
	Iteration 80F: 3 clusters Score -795986.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -796017.562500 Penalty: 878.127747
	Iteration 81Q: 3 clusters Score -796017.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -796044.312500 Penalty: 878.127747
	Iteration 82Q: 3 clusters Score -796044.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -796066.187500 Penalty: 878.127747
	Iteration 83Q: 3 clusters Score -796066.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -796079.937500 Penalty: 878.127747
	Iteration 84Q: 3 clusters Score -796079.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -796093.062500 Penalty: 878.127747
	Iteration 85Q: 3 clusters Score -796093.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -796106.312500 Penalty: 878.127747
	Iteration 86Q: 3 clusters Score -796106.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -796121.375000 Penalty: 878.127747
	Iteration 87Q: 3 clusters Score -796121.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -796133.312500 Penalty: 878.127747
	Iteration 88Q: 3 clusters Score -796133.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -796145.187500 Penalty: 878.127747
	Iteration 89Q: 3 clusters Score -796145.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -796153.562500 Penalty: 878.127747
	Iteration 90Q: 3 clusters Score -796153.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -796158.062500 Penalty: 878.127747
	Iteration 91Q: 3 clusters Score -796158.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -796164.312500 Penalty: 878.127747
	Iteration 92Q: 3 clusters Score -796164.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -796167.625000 Penalty: 878.127747
	Iteration 93Q: 3 clusters Score -796167.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -796172.625000 Penalty: 878.127747
	Iteration 94Q: 3 clusters Score -796172.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -796175.187500 Penalty: 878.127747
	Iteration 95Q: 3 clusters Score -796175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -796176.687500 Penalty: 878.127747
	Iteration 96Q: 3 clusters Score -796176.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -796175.750000 Penalty: 878.127747
	Iteration 97Q: 3 clusters Score -796175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -796177.500000 Penalty: 878.127747
	Iteration 98Q: 3 clusters Score -796177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -796176.562500 Penalty: 878.127747
	Iteration 99Q: 3 clusters Score -796176.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -796178.812500 Penalty: 878.127747
	Iteration 100F: 3 clusters Score -796178.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -796180.625000 Penalty: 878.127747
	Iteration 101Q: 3 clusters Score -796180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -796181.187500 Penalty: 878.127747
	Iteration 102Q: 3 clusters Score -796181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -796182.625000 Penalty: 878.127747
	Iteration 103Q: 3 clusters Score -796182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -796181.625000 Penalty: 878.127747
	Iteration 104Q: 3 clusters Score -796181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -796181.687500 Penalty: 878.127747
	Iteration 105Q: 3 clusters Score -796181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -796183.187500 Penalty: 878.127747
	Iteration 106Q: 3 clusters Score -796183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -796183.875000 Penalty: 878.127747
	Iteration 107Q: 3 clusters Score -796183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -796184.062500 Penalty: 878.127747
	Iteration 108Q: 3 clusters Score -796184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -796184.375000 Penalty: 878.127747
	Iteration 109Q: 3 clusters Score -796184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -796184.937500 Penalty: 878.127747
	Iteration 110Q: 3 clusters Score -796184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -796184.937500 Penalty: 878.127747
	Iteration 111F: 3 clusters Score -796184.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -353812.750000 Penalty: 409.268707
	Iteration 0F: 2 clusters Score -353812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -348391.312500 Penalty: 818.537415
	Iteration 0F: 3 clusters Score -348391.3 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -350483.625000 Penalty: 818.537415
	Iteration 1F: 3 clusters Score -350483.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -350630.625000 Penalty: 818.537415
	Iteration 2Q: 3 clusters Score -350630.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -350836.406250 Penalty: 818.537415
	Iteration 3Q: 3 clusters Score -350836.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -351218.218750 Penalty: 818.537415
	Iteration 4Q: 3 clusters Score -351218.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -351606.281250 Penalty: 818.537415
	Iteration 5F: 3 clusters Score -351606.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -351953.843750 Penalty: 818.537415
	Iteration 6F: 3 clusters Score -351953.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -352240.406250 Penalty: 818.537415
	Iteration 7Q: 3 clusters Score -352240.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -352450.187500 Penalty: 818.537415
	Iteration 8Q: 3 clusters Score -352450.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -352618.687500 Penalty: 818.537415
	Iteration 9Q: 3 clusters Score -352618.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -352763.093750 Penalty: 818.537415
	Iteration 10Q: 3 clusters Score -352763.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -352884.281250 Penalty: 818.537415
	Iteration 11Q: 3 clusters Score -352884.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -352997.343750 Penalty: 818.537415
	Iteration 12Q: 3 clusters Score -352997.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -353101.906250 Penalty: 818.537415
	Iteration 13Q: 3 clusters Score -353101.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -353191.125000 Penalty: 818.537415
	Iteration 14Q: 3 clusters Score -353191.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -353263.218750 Penalty: 818.537415
	Iteration 15Q: 3 clusters Score -353263.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -353327.437500 Penalty: 818.537415
	Iteration 16Q: 3 clusters Score -353327.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -353398.093750 Penalty: 818.537415
	Iteration 17Q: 3 clusters Score -353398.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -353459.656250 Penalty: 818.537415
	Iteration 18Q: 3 clusters Score -353459.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -353504.812500 Penalty: 818.537415
	Iteration 19Q: 3 clusters Score -353504.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -353548.562500 Penalty: 818.537415
	Iteration 20F: 3 clusters Score -353548.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -353591.000000 Penalty: 818.537415
	Iteration 21Q: 3 clusters Score -353591 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -353615.656250 Penalty: 818.537415
	Iteration 22Q: 3 clusters Score -353615.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -353640.250000 Penalty: 818.537415
	Iteration 23Q: 3 clusters Score -353640.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -353656.031250 Penalty: 818.537415
	Iteration 24Q: 3 clusters Score -353656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -353670.156250 Penalty: 818.537415
	Iteration 25Q: 3 clusters Score -353670.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -353682.468750 Penalty: 818.537415
	Iteration 26Q: 3 clusters Score -353682.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -353693.656250 Penalty: 818.537415
	Iteration 27Q: 3 clusters Score -353693.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -353703.968750 Penalty: 818.537415
	Iteration 28Q: 3 clusters Score -353704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -353713.718750 Penalty: 818.537415
	Iteration 29Q: 3 clusters Score -353713.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -353723.781250 Penalty: 818.537415
	Iteration 30Q: 3 clusters Score -353723.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -353734.093750 Penalty: 818.537415
	Iteration 31Q: 3 clusters Score -353734.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -353742.187500 Penalty: 818.537415
	Iteration 32Q: 3 clusters Score -353742.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -353748.312500 Penalty: 818.537415
	Iteration 33Q: 3 clusters Score -353748.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -353755.968750 Penalty: 818.537415
	Iteration 34Q: 3 clusters Score -353756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -353765.968750 Penalty: 818.537415
	Iteration 35Q: 3 clusters Score -353766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -353774.062500 Penalty: 818.537415
	Iteration 36Q: 3 clusters Score -353774.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -353783.125000 Penalty: 818.537415
	Iteration 37Q: 3 clusters Score -353783.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -353792.218750 Penalty: 818.537415
	Iteration 38Q: 3 clusters Score -353792.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -353800.937500 Penalty: 818.537415
	Iteration 39Q: 3 clusters Score -353800.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -353809.843750 Penalty: 818.537415
	Iteration 40F: 3 clusters Score -353809.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -353821.468750 Penalty: 818.537415
	Iteration 41Q: 3 clusters Score -353821.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -353833.218750 Penalty: 818.537415
	Iteration 42Q: 3 clusters Score -353833.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -353845.281250 Penalty: 818.537415
	Iteration 43Q: 3 clusters Score -353845.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -353863.187500 Penalty: 818.537415
	Iteration 44Q: 3 clusters Score -353863.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -353882.812500 Penalty: 818.537415
	Iteration 45Q: 3 clusters Score -353882.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -353906.437500 Penalty: 818.537415
	Iteration 46Q: 3 clusters Score -353906.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -353929.281250 Penalty: 818.537415
	Iteration 47Q: 3 clusters Score -353929.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -353951.937500 Penalty: 818.537415
	Iteration 48Q: 3 clusters Score -353951.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -353973.968750 Penalty: 818.537415
	Iteration 49Q: 3 clusters Score -353974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -353991.781250 Penalty: 818.537415
	Iteration 50Q: 3 clusters Score -353991.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -354009.031250 Penalty: 818.537415
	Iteration 51Q: 3 clusters Score -354009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -354026.062500 Penalty: 818.537415
	Iteration 52Q: 3 clusters Score -354026.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -354045.093750 Penalty: 818.537415
	Iteration 53Q: 3 clusters Score -354045.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -354061.937500 Penalty: 818.537415
	Iteration 54Q: 3 clusters Score -354061.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -354080.187500 Penalty: 818.537415
	Iteration 55Q: 3 clusters Score -354080.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -354096.781250 Penalty: 818.537415
	Iteration 56Q: 3 clusters Score -354096.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -354107.250000 Penalty: 818.537415
	Iteration 57Q: 3 clusters Score -354107.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -354121.250000 Penalty: 818.537415
	Iteration 58Q: 3 clusters Score -354121.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -354135.093750 Penalty: 818.537415
	Iteration 59Q: 3 clusters Score -354135.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -354144.875000 Penalty: 818.537415
	Iteration 60F: 3 clusters Score -354144.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -354155.968750 Penalty: 818.537415
	Iteration 61Q: 3 clusters Score -354156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -354167.312500 Penalty: 818.537415
	Iteration 62Q: 3 clusters Score -354167.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -354175.468750 Penalty: 818.537415
	Iteration 63Q: 3 clusters Score -354175.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -354185.125000 Penalty: 818.537415
	Iteration 64Q: 3 clusters Score -354185.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -354191.593750 Penalty: 818.537415
	Iteration 65Q: 3 clusters Score -354191.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -354195.468750 Penalty: 818.537415
	Iteration 66Q: 3 clusters Score -354195.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -354197.593750 Penalty: 818.537415
	Iteration 67Q: 3 clusters Score -354197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -354199.281250 Penalty: 818.537415
	Iteration 68Q: 3 clusters Score -354199.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -354201.062500 Penalty: 818.537415
	Iteration 69Q: 3 clusters Score -354201.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -354204.343750 Penalty: 818.537415
	Iteration 70Q: 3 clusters Score -354204.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -354207.031250 Penalty: 818.537415
	Iteration 71Q: 3 clusters Score -354207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -354210.437500 Penalty: 818.537415
	Iteration 72Q: 3 clusters Score -354210.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -354211.843750 Penalty: 818.537415
	Iteration 73Q: 3 clusters Score -354211.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -354215.125000 Penalty: 818.537415
	Iteration 74Q: 3 clusters Score -354215.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -354218.937500 Penalty: 818.537415
	Iteration 75Q: 3 clusters Score -354218.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -354222.781250 Penalty: 818.537415
	Iteration 76Q: 3 clusters Score -354222.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -354226.718750 Penalty: 818.537415
	Iteration 77Q: 3 clusters Score -354226.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -354227.656250 Penalty: 818.537415
	Iteration 78Q: 3 clusters Score -354227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -354228.656250 Penalty: 818.537415
	Iteration 79Q: 3 clusters Score -354228.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -354231.281250 Penalty: 818.537415
	Iteration 80F: 3 clusters Score -354231.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -354231.718750 Penalty: 818.537415
	Iteration 81Q: 3 clusters Score -354231.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -354234.375000 Penalty: 818.537415
	Iteration 82Q: 3 clusters Score -354234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -354235.343750 Penalty: 818.537415
	Iteration 83Q: 3 clusters Score -354235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -354235.156250 Penalty: 818.537415
	Iteration 84Q: 3 clusters Score -354235.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -354235.156250 Penalty: 818.537415
	Iteration 85Q: 3 clusters Score -354235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -354236.031250 Penalty: 818.537415
	Iteration 86Q: 3 clusters Score -354236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -354236.312500 Penalty: 818.537415
	Iteration 87Q: 3 clusters Score -354236.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -354236.812500 Penalty: 818.537415
	Iteration 88Q: 3 clusters Score -354236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -354237.875000 Penalty: 818.537415
	Iteration 89Q: 3 clusters Score -354237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -354239.312500 Penalty: 818.537415
	Iteration 90Q: 3 clusters Score -354239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -354240.000000 Penalty: 818.537415
	Iteration 91Q: 3 clusters Score -354240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -354239.750000 Penalty: 818.537415
	Iteration 92Q: 3 clusters Score -354239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -354239.750000 Penalty: 818.537415
	Iteration 93F: 3 clusters Score -354239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 352752 members 
Mstep: Class 4 contains 107071 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 27693 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 24420 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 6854 members 
Mstep: Class 18 contains 55676 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 22 contains 1372 members 
Entering Unmasked Estep 
Score: -28382600.000000 Penalty: 12726.208984
Splitting cluster 17 changes total score from -28358276.000000 to -28382600.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 18 (55676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Entering Unmasked Estep 
Score: -2566906.250000 Penalty: 497.192352
	Iteration 0F: 2 clusters Score -2566906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -2529449.250000 Penalty: 994.384705
	Iteration 0F: 3 clusters Score -2529449 nChanged 27019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -2546758.000000 Penalty: 994.384705
	Iteration 1F: 3 clusters Score -2546758 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -2548069.000000 Penalty: 994.384705
	Iteration 2Q: 3 clusters Score -2548069 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -2549555.000000 Penalty: 994.384705
	Iteration 3F: 3 clusters Score -2549555 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -2551137.750000 Penalty: 994.384705
	Iteration 4F: 3 clusters Score -2551138 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -2552715.250000 Penalty: 994.384705
	Iteration 5F: 3 clusters Score -2552715 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -2554453.000000 Penalty: 994.384705
	Iteration 6F: 3 clusters Score -2554453 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -2556413.000000 Penalty: 994.384705
	Iteration 7F: 3 clusters Score -2556413 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -2558553.750000 Penalty: 994.384705
	Iteration 8F: 3 clusters Score -2558554 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -2560879.750000 Penalty: 994.384705
	Iteration 9Q: 3 clusters Score -2560880 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -2562925.500000 Penalty: 994.384705
	Iteration 10Q: 3 clusters Score -2562926 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -2564489.250000 Penalty: 994.384705
	Iteration 11Q: 3 clusters Score -2564489 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -2565390.000000 Penalty: 994.384705
	Iteration 12Q: 3 clusters Score -2565390 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -2565909.000000 Penalty: 994.384705
	Iteration 13Q: 3 clusters Score -2565909 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -2566219.500000 Penalty: 994.384705
	Iteration 14Q: 3 clusters Score -2566220 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -2566412.250000 Penalty: 994.384705
	Iteration 15Q: 3 clusters Score -2566412 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -2566569.250000 Penalty: 994.384705
	Iteration 16Q: 3 clusters Score -2566569 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -2566641.750000 Penalty: 994.384705
	Iteration 17Q: 3 clusters Score -2566642 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -2566710.250000 Penalty: 994.384705
	Iteration 18Q: 3 clusters Score -2566710 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -2566754.250000 Penalty: 994.384705
	Iteration 19Q: 3 clusters Score -2566754 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -2566792.500000 Penalty: 994.384705
	Iteration 20F: 3 clusters Score -2566792 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -2566816.750000 Penalty: 994.384705
	Iteration 21Q: 3 clusters Score -2566817 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -2566835.250000 Penalty: 994.384705
	Iteration 22Q: 3 clusters Score -2566835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -2566848.250000 Penalty: 994.384705
	Iteration 23Q: 3 clusters Score -2566848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -2566854.750000 Penalty: 994.384705
	Iteration 24Q: 3 clusters Score -2566855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -2566868.250000 Penalty: 994.384705
	Iteration 25Q: 3 clusters Score -2566868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -2566874.250000 Penalty: 994.384705
	Iteration 26Q: 3 clusters Score -2566874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -2566880.750000 Penalty: 994.384705
	Iteration 27Q: 3 clusters Score -2566881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -2566883.250000 Penalty: 994.384705
	Iteration 28Q: 3 clusters Score -2566883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -2566881.750000 Penalty: 994.384705
	Iteration 29Q: 3 clusters Score -2566882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -2566883.750000 Penalty: 994.384705
	Iteration 30Q: 3 clusters Score -2566884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -2566882.000000 Penalty: 994.384705
	Iteration 31Q: 3 clusters Score -2566882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -2566892.000000 Penalty: 994.384705
	Iteration 32Q: 3 clusters Score -2566892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -2566897.250000 Penalty: 994.384705
	Iteration 33Q: 3 clusters Score -2566897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -2566899.500000 Penalty: 994.384705
	Iteration 34Q: 3 clusters Score -2566900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -2566898.000000 Penalty: 994.384705
	Iteration 35Q: 3 clusters Score -2566898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -2566908.250000 Penalty: 994.384705
	Iteration 36Q: 3 clusters Score -2566908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -2566914.500000 Penalty: 994.384705
	Iteration 37Q: 3 clusters Score -2566914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -2566915.500000 Penalty: 994.384705
	Iteration 38Q: 3 clusters Score -2566916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -2566914.000000 Penalty: 994.384705
	Iteration 39Q: 3 clusters Score -2566914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -2566918.000000 Penalty: 994.384705
	Iteration 40F: 3 clusters Score -2566918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -2566918.750000 Penalty: 994.384705
	Iteration 41Q: 3 clusters Score -2566919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -2566920.000000 Penalty: 994.384705
	Iteration 42Q: 3 clusters Score -2566920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -2566920.750000 Penalty: 994.384705
	Iteration 43Q: 3 clusters Score -2566921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -2566921.250000 Penalty: 994.384705
	Iteration 44Q: 3 clusters Score -2566921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -2566921.250000 Penalty: 994.384705
	Iteration 45Q: 3 clusters Score -2566921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -2566918.500000 Penalty: 994.384705
	Iteration 46Q: 3 clusters Score -2566918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -2566919.000000 Penalty: 994.384705
	Iteration 47Q: 3 clusters Score -2566919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -2566917.750000 Penalty: 994.384705
	Iteration 48Q: 3 clusters Score -2566918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -2566918.000000 Penalty: 994.384705
	Iteration 49Q: 3 clusters Score -2566918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -2566918.500000 Penalty: 994.384705
	Iteration 50Q: 3 clusters Score -2566918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -2566919.750000 Penalty: 994.384705
	Iteration 51Q: 3 clusters Score -2566920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -2566919.500000 Penalty: 994.384705
	Iteration 52Q: 3 clusters Score -2566920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -2566919.250000 Penalty: 994.384705
	Iteration 53Q: 3 clusters Score -2566919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -2566920.000000 Penalty: 994.384705
	Iteration 54Q: 3 clusters Score -2566920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -2566919.000000 Penalty: 994.384705
	Iteration 55Q: 3 clusters Score -2566919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -2566919.000000 Penalty: 994.384705
	Iteration 56F: 3 clusters Score -2566919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 352752 members 
Mstep: Class 4 contains 107071 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 27693 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 24420 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 6854 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 53223 members 
Mstep: Class 22 contains 1372 members 
Entering Unmasked Estep 
Score: -28382446.000000 Penalty: 13332.218750
Splitting cluster 18 changes total score from -28358276.000000 to -28382446.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -137205.296875 Penalty: 359.140564
	Iteration 0F: 2 clusters Score -137205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -135308.765625 Penalty: 718.281128
	Iteration 0F: 3 clusters Score -135308.8 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -136041.531250 Penalty: 718.281128
	Iteration 1F: 3 clusters Score -136041.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -136194.015625 Penalty: 718.281128
	Iteration 2F: 3 clusters Score -136194 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -136363.328125 Penalty: 718.281128
	Iteration 3F: 3 clusters Score -136363.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -136498.062500 Penalty: 718.281128
	Iteration 4F: 3 clusters Score -136498.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -136615.140625 Penalty: 718.281128
	Iteration 5F: 3 clusters Score -136615.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -136710.765625 Penalty: 718.281128
	Iteration 6Q: 3 clusters Score -136710.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -136762.890625 Penalty: 718.281128
	Iteration 7Q: 3 clusters Score -136762.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -136791.578125 Penalty: 718.281128
	Iteration 8Q: 3 clusters Score -136791.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -136806.078125 Penalty: 718.281128
	Iteration 9Q: 3 clusters Score -136806.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -136815.265625 Penalty: 718.281128
	Iteration 10Q: 3 clusters Score -136815.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -136821.640625 Penalty: 718.281128
	Iteration 11Q: 3 clusters Score -136821.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -136828.171875 Penalty: 718.281128
	Iteration 12Q: 3 clusters Score -136828.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -136839.468750 Penalty: 718.281128
	Iteration 13Q: 3 clusters Score -136839.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -136848.437500 Penalty: 718.281128
	Iteration 14Q: 3 clusters Score -136848.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -136859.781250 Penalty: 718.281128
	Iteration 15Q: 3 clusters Score -136859.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -136869.890625 Penalty: 718.281128
	Iteration 16Q: 3 clusters Score -136869.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -136876.296875 Penalty: 718.281128
	Iteration 17Q: 3 clusters Score -136876.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -136884.375000 Penalty: 718.281128
	Iteration 18Q: 3 clusters Score -136884.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -136891.015625 Penalty: 718.281128
	Iteration 19Q: 3 clusters Score -136891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -136895.375000 Penalty: 718.281128
	Iteration 20F: 3 clusters Score -136895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -136897.234375 Penalty: 718.281128
	Iteration 21Q: 3 clusters Score -136897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -136900.625000 Penalty: 718.281128
	Iteration 22Q: 3 clusters Score -136900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -136903.734375 Penalty: 718.281128
	Iteration 23Q: 3 clusters Score -136903.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -136908.281250 Penalty: 718.281128
	Iteration 24Q: 3 clusters Score -136908.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -136911.875000 Penalty: 718.281128
	Iteration 25Q: 3 clusters Score -136911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -136912.921875 Penalty: 718.281128
	Iteration 26Q: 3 clusters Score -136912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -136913.609375 Penalty: 718.281128
	Iteration 27Q: 3 clusters Score -136913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -136913.453125 Penalty: 718.281128
	Iteration 28Q: 3 clusters Score -136913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -136913.812500 Penalty: 718.281128
	Iteration 29Q: 3 clusters Score -136913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -136913.812500 Penalty: 718.281128
	Iteration 30F: 3 clusters Score -136913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -68994.328125 Penalty: 335.829987
	Iteration 0F: 2 clusters Score -68994.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -67855.554688 Penalty: 671.659973
	Iteration 0F: 3 clusters Score -67855.55 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -68292.921875 Penalty: 671.659973
	Iteration 1F: 3 clusters Score -68292.92 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68424.929688 Penalty: 671.659973
	Iteration 2F: 3 clusters Score -68424.93 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -68511.757812 Penalty: 671.659973
	Iteration 3F: 3 clusters Score -68511.76 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -68574.984375 Penalty: 671.659973
	Iteration 4F: 3 clusters Score -68574.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68606.296875 Penalty: 671.659973
	Iteration 5Q: 3 clusters Score -68606.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -68632.000000 Penalty: 671.659973
	Iteration 6Q: 3 clusters Score -68632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68658.789062 Penalty: 671.659973
	Iteration 7Q: 3 clusters Score -68658.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -68678.335938 Penalty: 671.659973
	Iteration 8Q: 3 clusters Score -68678.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -68691.960938 Penalty: 671.659973
	Iteration 9Q: 3 clusters Score -68691.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -68701.820312 Penalty: 671.659973
	Iteration 10Q: 3 clusters Score -68701.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -68715.875000 Penalty: 671.659973
	Iteration 11Q: 3 clusters Score -68715.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -68733.859375 Penalty: 671.659973
	Iteration 12Q: 3 clusters Score -68733.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68743.132812 Penalty: 671.659973
	Iteration 13Q: 3 clusters Score -68743.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68747.117188 Penalty: 671.659973
	Iteration 14Q: 3 clusters Score -68747.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -68751.960938 Penalty: 671.659973
	Iteration 15Q: 3 clusters Score -68751.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68758.289062 Penalty: 671.659973
	Iteration 16Q: 3 clusters Score -68758.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68766.156250 Penalty: 671.659973
	Iteration 17Q: 3 clusters Score -68766.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -68775.796875 Penalty: 671.659973
	Iteration 18Q: 3 clusters Score -68775.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68783.835938 Penalty: 671.659973
	Iteration 19Q: 3 clusters Score -68783.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68795.976562 Penalty: 671.659973
	Iteration 20F: 3 clusters Score -68795.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68806.914062 Penalty: 671.659973
	Iteration 21Q: 3 clusters Score -68806.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68813.421875 Penalty: 671.659973
	Iteration 22Q: 3 clusters Score -68813.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68824.898438 Penalty: 671.659973
	Iteration 23Q: 3 clusters Score -68824.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68836.695312 Penalty: 671.659973
	Iteration 24Q: 3 clusters Score -68836.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68846.234375 Penalty: 671.659973
	Iteration 25Q: 3 clusters Score -68846.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68852.218750 Penalty: 671.659973
	Iteration 26Q: 3 clusters Score -68852.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68861.304688 Penalty: 671.659973
	Iteration 27Q: 3 clusters Score -68861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68866.859375 Penalty: 671.659973
	Iteration 28Q: 3 clusters Score -68866.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68871.117188 Penalty: 671.659973
	Iteration 29Q: 3 clusters Score -68871.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68879.960938 Penalty: 671.659973
	Iteration 30Q: 3 clusters Score -68879.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68887.132812 Penalty: 671.659973
	Iteration 31Q: 3 clusters Score -68887.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68917.390625 Penalty: 671.659973
	Iteration 32Q: 3 clusters Score -68917.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68947.976562 Penalty: 671.659973
	Iteration 33Q: 3 clusters Score -68947.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68972.328125 Penalty: 671.659973
	Iteration 34Q: 3 clusters Score -68972.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68974.406250 Penalty: 671.659973
	Iteration 35Q: 3 clusters Score -68974.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68975.343750 Penalty: 671.659973
	Iteration 36Q: 3 clusters Score -68975.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68975.875000 Penalty: 671.659973
	Iteration 37Q: 3 clusters Score -68975.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68976.304688 Penalty: 671.659973
	Iteration 38Q: 3 clusters Score -68976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68978.625000 Penalty: 671.659973
	Iteration 39Q: 3 clusters Score -68978.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68978.875000 Penalty: 671.659973
	Iteration 40F: 3 clusters Score -68978.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -61720.031250 Penalty: 328.693115
	Iteration 0F: 2 clusters Score -61720.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -60677.660156 Penalty: 657.386230
	Iteration 0F: 3 clusters Score -60677.66 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -60987.832031 Penalty: 657.386230
	Iteration 1F: 3 clusters Score -60987.83 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -61065.390625 Penalty: 657.386230
	Iteration 2F: 3 clusters Score -61065.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -61105.390625 Penalty: 657.386230
	Iteration 3F: 3 clusters Score -61105.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -61137.425781 Penalty: 657.386230
	Iteration 4Q: 3 clusters Score -61137.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -61168.000000 Penalty: 657.386230
	Iteration 5Q: 3 clusters Score -61168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -61202.941406 Penalty: 657.386230
	Iteration 6Q: 3 clusters Score -61202.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -61228.621094 Penalty: 657.386230
	Iteration 7Q: 3 clusters Score -61228.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -61252.242188 Penalty: 657.386230
	Iteration 8Q: 3 clusters Score -61252.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -61277.582031 Penalty: 657.386230
	Iteration 9Q: 3 clusters Score -61277.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -61304.511719 Penalty: 657.386230
	Iteration 10Q: 3 clusters Score -61304.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -61330.632812 Penalty: 657.386230
	Iteration 11Q: 3 clusters Score -61330.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -61361.500000 Penalty: 657.386230
	Iteration 12Q: 3 clusters Score -61361.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -61389.726562 Penalty: 657.386230
	Iteration 13Q: 3 clusters Score -61389.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -61406.265625 Penalty: 657.386230
	Iteration 14Q: 3 clusters Score -61406.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -61418.500000 Penalty: 657.386230
	Iteration 15Q: 3 clusters Score -61418.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -61428.722656 Penalty: 657.386230
	Iteration 16Q: 3 clusters Score -61428.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -61437.988281 Penalty: 657.386230
	Iteration 17Q: 3 clusters Score -61437.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -61447.554688 Penalty: 657.386230
	Iteration 18Q: 3 clusters Score -61447.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -61450.851562 Penalty: 657.386230
	Iteration 19Q: 3 clusters Score -61450.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -61455.257812 Penalty: 657.386230
	Iteration 20F: 3 clusters Score -61455.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -61459.312500 Penalty: 657.386230
	Iteration 21Q: 3 clusters Score -61459.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -61461.957031 Penalty: 657.386230
	Iteration 22Q: 3 clusters Score -61461.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -61464.007812 Penalty: 657.386230
	Iteration 23Q: 3 clusters Score -61464.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -61464.570312 Penalty: 657.386230
	Iteration 24Q: 3 clusters Score -61464.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -61464.570312 Penalty: 657.386230
	Iteration 25F: 3 clusters Score -61464.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 4 contains 107071 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 27693 members 
Mstep: Class 8 contains 24420 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 6854 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 22 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28384314.000000 Penalty: 13332.218750
Iteration 39Q: 23 clusters Score -2.838431e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 353576 members 
Mstep: Class 4 contains 107706 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 24437 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 16422 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 50066 members 
Mstep: Class 22 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28386726.000000 Penalty: 13332.218750
Iteration 40F: 23 clusters Score -2.838673e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 355440 members 
Mstep: Class 4 contains 107320 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 27398 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 24599 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 1129 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 17002 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 48281 members 
Mstep: Class 22 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387518.000000 Penalty: 13332.218750
Iteration 41Q: 23 clusters Score -2.838752e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 356295 members 
Mstep: Class 4 contains 107059 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 27026 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 24875 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1662 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 2946 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 47071 members 
Mstep: Class 22 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387568.000000 Penalty: 13332.218750
Iteration 42Q: 23 clusters Score -2.838757e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 356480 members 
Mstep: Class 4 contains 106884 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 26746 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 25189 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1117 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 18475 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 46221 members 
Mstep: Class 22 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28387758.000000 Penalty: 13332.218750
Iteration 43Q: 23 clusters Score -2.838776e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 356319 members 
Mstep: Class 4 contains 106793 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 26523 members 
Mstep: Class 7 contains 184 members 
Mstep: Class 8 contains 25520 members 
Mstep: Class 9 contains 204 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1123 members 
Mstep: Class 13 contains 447 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 19172 members 
Mstep: Class 17 contains 7326 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 45605 members 
Mstep: Class 22 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388198.000000 Penalty: 13332.218750
Iteration 44Q: 23 clusters Score -2.83882e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 356000 members 
Mstep: Class 4 contains 106743 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 26351 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 25863 members 
Mstep: Class 9 contains 204 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1134 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1514 members 
Mstep: Class 16 contains 19773 members 
Mstep: Class 17 contains 7321 members 
Mstep: Class 18 contains 3238 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 45150 members 
Mstep: Class 22 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388404.000000 Penalty: 13332.218750
Iteration 45Q: 23 clusters Score -2.83884e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 355651 members 
Mstep: Class 4 contains 106709 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 26167 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 26192 members 
Mstep: Class 9 contains 204 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 20327 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 1653 members 
Mstep: Class 21 contains 44770 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388634.000000 Penalty: 13332.218750
Iteration 46Q: 23 clusters Score -2.838863e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 355370 members 
Mstep: Class 4 contains 106689 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 25992 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 26479 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1458 members 
Mstep: Class 16 contains 20789 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 1653 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388862.000000 Penalty: 13332.218750
Iteration 47Q: 23 clusters Score -2.838886e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 355061 members 
Mstep: Class 4 contains 106686 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 25852 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 26762 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 21177 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 44108 members 
Mstep: Class 22 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388998.000000 Penalty: 13332.218750
Iteration 48Q: 23 clusters Score -2.8389e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 354750 members 
Mstep: Class 4 contains 106678 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 25730 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 27030 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 21543 members 
Mstep: Class 17 contains 7202 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 43852 members 
Mstep: Class 22 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389224.000000 Penalty: 13332.218750
Iteration 49Q: 23 clusters Score -2.838922e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 354444 members 
Mstep: Class 4 contains 106675 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 25624 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1226 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 21868 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 3696 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 43638 members 
Mstep: Class 22 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389274.000000 Penalty: 13332.218750
Iteration 50Q: 23 clusters Score -2.838927e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 354141 members 
Mstep: Class 4 contains 106690 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 25531 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 27500 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1399 members 
Mstep: Class 16 contains 22179 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 43428 members 
Mstep: Class 22 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389454.000000 Penalty: 13332.218750
Iteration 51Q: 23 clusters Score -2.838945e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 353887 members 
Mstep: Class 4 contains 106700 members 
Mstep: Class 5 contains 2424 members 
Mstep: Class 6 contains 25464 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 27686 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 22465 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 43224 members 
Mstep: Class 22 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389624.000000 Penalty: 13332.218750
Iteration 52Q: 23 clusters Score -2.838962e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 353641 members 
Mstep: Class 4 contains 106721 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 25407 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 27871 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1377 members 
Mstep: Class 16 contains 22706 members 
Mstep: Class 17 contains 7050 members 
Mstep: Class 18 contains 3928 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 43033 members 
Mstep: Class 22 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389662.000000 Penalty: 13332.218750
Iteration 53Q: 23 clusters Score -2.838966e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 353449 members 
Mstep: Class 4 contains 106751 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 25355 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 28025 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 22915 members 
Mstep: Class 17 contains 7029 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 1673 members 
Mstep: Class 21 contains 42850 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389716.000000 Penalty: 13332.218750
Iteration 54Q: 23 clusters Score -2.838972e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 353314 members 
Mstep: Class 4 contains 106773 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 25309 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 28157 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 23074 members 
Mstep: Class 17 contains 7006 members 
Mstep: Class 18 contains 4037 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 1673 members 
Mstep: Class 21 contains 42696 members 
Mstep: Class 22 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389758.000000 Penalty: 13332.218750
Iteration 55Q: 23 clusters Score -2.838976e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 353133 members 
Mstep: Class 4 contains 106799 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 25263 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 28296 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 23230 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 4099 members 
Mstep: Class 19 contains 2713 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 42560 members 
Mstep: Class 22 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389860.000000 Penalty: 13332.218750
Iteration 56Q: 23 clusters Score -2.838986e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 352969 members 
Mstep: Class 4 contains 106822 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 25225 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 28435 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 23371 members 
Mstep: Class 17 contains 6979 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 42415 members 
Mstep: Class 22 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389978.000000 Penalty: 13332.218750
Iteration 57Q: 23 clusters Score -2.838998e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 352818 members 
Mstep: Class 4 contains 106835 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 25166 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 28584 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 23515 members 
Mstep: Class 17 contains 6968 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 42288 members 
Mstep: Class 22 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390058.000000 Penalty: 13332.218750
Iteration 58Q: 23 clusters Score -2.839006e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 352662 members 
Mstep: Class 4 contains 106852 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 25103 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 28733 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 23653 members 
Mstep: Class 17 contains 6954 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 42180 members 
Mstep: Class 22 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390182.000000 Penalty: 13332.218750
Iteration 59Q: 23 clusters Score -2.839018e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 352538 members 
Mstep: Class 4 contains 106872 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 25040 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 28876 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 23772 members 
Mstep: Class 17 contains 6931 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 2723 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 42088 members 
Mstep: Class 22 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390188.000000 Penalty: 13332.218750
Iteration 60F: 23 clusters Score -2.839019e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 352378 members 
Mstep: Class 4 contains 106891 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 24995 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29020 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 23887 members 
Mstep: Class 17 contains 6898 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 42007 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390174.000000 Penalty: 13332.218750
Iteration 61Q: 23 clusters Score -2.839017e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 352244 members 
Mstep: Class 4 contains 106903 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 24953 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29135 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 23998 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 41930 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390186.000000 Penalty: 13332.218750
Iteration 62Q: 23 clusters Score -2.839019e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 352109 members 
Mstep: Class 4 contains 106917 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24928 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29237 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 41874 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390298.000000 Penalty: 13332.218750
Iteration 63Q: 23 clusters Score -2.83903e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351969 members 
Mstep: Class 4 contains 106935 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24899 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29334 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 24175 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 41835 members 
Mstep: Class 22 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390350.000000 Penalty: 13332.218750
Iteration 64Q: 23 clusters Score -2.839035e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351854 members 
Mstep: Class 4 contains 106949 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24868 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29431 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 24237 members 
Mstep: Class 17 contains 6839 members 
Mstep: Class 18 contains 4423 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 41788 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390440.000000 Penalty: 13332.218750
Iteration 65Q: 23 clusters Score -2.839044e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351754 members 
Mstep: Class 4 contains 106972 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24840 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29515 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 24291 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 4451 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41730 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390532.000000 Penalty: 13332.218750
Iteration 66Q: 23 clusters Score -2.839053e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351718 members 
Mstep: Class 4 contains 106987 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24806 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29592 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 24314 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 41663 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390514.000000 Penalty: 13332.218750
Iteration 67Q: 23 clusters Score -2.839051e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351672 members 
Mstep: Class 4 contains 107005 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24779 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29659 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 4484 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41606 members 
Mstep: Class 22 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390552.000000 Penalty: 13332.218750
Iteration 68Q: 23 clusters Score -2.839055e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351625 members 
Mstep: Class 4 contains 107018 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24764 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29717 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 24356 members 
Mstep: Class 17 contains 6821 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41562 members 
Mstep: Class 22 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390620.000000 Penalty: 13332.218750
Iteration 69Q: 23 clusters Score -2.839062e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351585 members 
Mstep: Class 4 contains 107033 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29771 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 24373 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 18 contains 4517 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 41511 members 
Mstep: Class 22 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390640.000000 Penalty: 13332.218750
Iteration 70Q: 23 clusters Score -2.839064e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351535 members 
Mstep: Class 4 contains 107050 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24745 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29819 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 24399 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 41467 members 
Mstep: Class 22 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390686.000000 Penalty: 13332.218750
Iteration 71Q: 23 clusters Score -2.839069e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351496 members 
Mstep: Class 4 contains 107069 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24734 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 24424 members 
Mstep: Class 17 contains 6806 members 
Mstep: Class 18 contains 4544 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390714.000000 Penalty: 13332.218750
Iteration 72Q: 23 clusters Score -2.839071e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351457 members 
Mstep: Class 4 contains 107085 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24721 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29923 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 24450 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41363 members 
Mstep: Class 22 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390686.000000 Penalty: 13332.218750
Iteration 73Q: 23 clusters Score -2.839069e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351417 members 
Mstep: Class 4 contains 107099 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24713 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 29972 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 24470 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41317 members 
Mstep: Class 22 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390720.000000 Penalty: 13332.218750
Iteration 74Q: 23 clusters Score -2.839072e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351394 members 
Mstep: Class 4 contains 107113 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30010 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 24488 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 4591 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41266 members 
Mstep: Class 22 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390754.000000 Penalty: 13332.218750
Iteration 75Q: 23 clusters Score -2.839075e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351365 members 
Mstep: Class 4 contains 107122 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24705 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30030 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 24514 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41227 members 
Mstep: Class 22 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390758.000000 Penalty: 13332.218750
Iteration 76Q: 23 clusters Score -2.839076e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351349 members 
Mstep: Class 4 contains 107130 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30053 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 24529 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41173 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390796.000000 Penalty: 13332.218750
Iteration 77Q: 23 clusters Score -2.83908e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351359 members 
Mstep: Class 4 contains 107136 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24700 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30069 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 24537 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 4654 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28390828.000000 Penalty: 13332.218750
Iteration 78Q: 23 clusters Score -2.839083e+07 nChanged 111
Entering ConstructFrom: 
Score: -28390828.000000 Penalty: 13332.218750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -100082.125000 Penalty: 346.853485
	Iteration 0F: 2 clusters Score -100082.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -98670.328125 Penalty: 693.706970
	Iteration 0F: 3 clusters Score -98670.33 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -99125.343750 Penalty: 693.706970
	Iteration 1F: 3 clusters Score -99125.34 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -99208.132812 Penalty: 693.706970
	Iteration 2F: 3 clusters Score -99208.13 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -99283.695312 Penalty: 693.706970
	Iteration 3F: 3 clusters Score -99283.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99364.281250 Penalty: 693.706970
	Iteration 4F: 3 clusters Score -99364.28 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99442.359375 Penalty: 693.706970
	Iteration 5F: 3 clusters Score -99442.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99520.093750 Penalty: 693.706970
	Iteration 6Q: 3 clusters Score -99520.09 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -99619.531250 Penalty: 693.706970
	Iteration 7F: 3 clusters Score -99619.53 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -99701.718750 Penalty: 693.706970
	Iteration 8Q: 3 clusters Score -99701.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -99754.687500 Penalty: 693.706970
	Iteration 9Q: 3 clusters Score -99754.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -99785.695312 Penalty: 693.706970
	Iteration 10Q: 3 clusters Score -99785.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -99806.070312 Penalty: 693.706970
	Iteration 11Q: 3 clusters Score -99806.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -99817.476562 Penalty: 693.706970
	Iteration 12Q: 3 clusters Score -99817.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -99821.140625 Penalty: 693.706970
	Iteration 13Q: 3 clusters Score -99821.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -99823.289062 Penalty: 693.706970
	Iteration 14Q: 3 clusters Score -99823.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -99824.414062 Penalty: 693.706970
	Iteration 15Q: 3 clusters Score -99824.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -99826.625000 Penalty: 693.706970
	Iteration 16Q: 3 clusters Score -99826.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -99828.187500 Penalty: 693.706970
	Iteration 17Q: 3 clusters Score -99828.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -99829.867188 Penalty: 693.706970
	Iteration 18Q: 3 clusters Score -99829.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -99829.867188 Penalty: 693.706970
	Iteration 19F: 3 clusters Score -99829.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -117098.445312 Penalty: 354.306976
	Iteration 0F: 2 clusters Score -117098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -115378.609375 Penalty: 708.613953
	Iteration 0F: 3 clusters Score -115378.6 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -116007.742188 Penalty: 708.613953
	Iteration 1F: 3 clusters Score -116007.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -116092.125000 Penalty: 708.613953
	Iteration 2F: 3 clusters Score -116092.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -116156.078125 Penalty: 708.613953
	Iteration 3F: 3 clusters Score -116156.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -116225.546875 Penalty: 708.613953
	Iteration 4F: 3 clusters Score -116225.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -116310.695312 Penalty: 708.613953
	Iteration 5F: 3 clusters Score -116310.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -116411.039062 Penalty: 708.613953
	Iteration 6F: 3 clusters Score -116411 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -116511.835938 Penalty: 708.613953
	Iteration 7F: 3 clusters Score -116511.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -116604.257812 Penalty: 708.613953
	Iteration 8Q: 3 clusters Score -116604.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -116693.312500 Penalty: 708.613953
	Iteration 9Q: 3 clusters Score -116693.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -116772.703125 Penalty: 708.613953
	Iteration 10Q: 3 clusters Score -116772.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -116802.117188 Penalty: 708.613953
	Iteration 11Q: 3 clusters Score -116802.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -116823.351562 Penalty: 708.613953
	Iteration 12Q: 3 clusters Score -116823.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -116832.656250 Penalty: 708.613953
	Iteration 13Q: 3 clusters Score -116832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -116833.500000 Penalty: 708.613953
	Iteration 14Q: 3 clusters Score -116833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -116834.226562 Penalty: 708.613953
	Iteration 15Q: 3 clusters Score -116834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -116834.226562 Penalty: 708.613953
	Iteration 16F: 3 clusters Score -116834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (351371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351371 members 
Entering Unmasked Estep 
Score: -16746580.000000 Penalty: 581.016724
	Iteration 0F: 2 clusters Score -1.674658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175811 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -16518004.000000 Penalty: 1162.033447
	Iteration 0F: 3 clusters Score -1.6518e+07 nChanged 173029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192280 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -16625845.000000 Penalty: 1162.033447
	Iteration 1F: 3 clusters Score -1.662584e+07 nChanged 16488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201214 members 
Mstep: Class 2 contains 150157 members 
Entering Unmasked Estep 
Score: -16631094.000000 Penalty: 1162.033447
	Iteration 2Q: 3 clusters Score -1.663109e+07 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213409 members 
Mstep: Class 2 contains 137962 members 
Entering Unmasked Estep 
Score: -16639867.000000 Penalty: 1162.033447
	Iteration 3F: 3 clusters Score -1.663987e+07 nChanged 22472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228229 members 
Mstep: Class 2 contains 123142 members 
Entering Unmasked Estep 
Score: -16654161.000000 Penalty: 1162.033447
	Iteration 4F: 3 clusters Score -1.665416e+07 nChanged 23359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243478 members 
Mstep: Class 2 contains 107893 members 
Entering Unmasked Estep 
Score: -16674453.000000 Penalty: 1162.033447
	Iteration 5F: 3 clusters Score -1.667445e+07 nChanged 21629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254739 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -16693188.000000 Penalty: 1162.033447
	Iteration 6F: 3 clusters Score -1.669319e+07 nChanged 16258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261141 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -16702279.000000 Penalty: 1162.033447
	Iteration 7Q: 3 clusters Score -1.670228e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265756 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -16705355.000000 Penalty: 1162.033447
	Iteration 8Q: 3 clusters Score -1.670536e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270005 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -16706873.000000 Penalty: 1162.033447
	Iteration 9Q: 3 clusters Score -1.670687e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274064 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -16708327.000000 Penalty: 1162.033447
	Iteration 10Q: 3 clusters Score -1.670833e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278070 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -16709918.000000 Penalty: 1162.033447
	Iteration 11Q: 3 clusters Score -1.670992e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282177 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -16711732.000000 Penalty: 1162.033447
	Iteration 12Q: 3 clusters Score -1.671173e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286367 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -16713778.000000 Penalty: 1162.033447
	Iteration 13Q: 3 clusters Score -1.671378e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290881 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -16717561.000000 Penalty: 1162.033447
	Iteration 14Q: 3 clusters Score -1.671756e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296139 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -16721949.000000 Penalty: 1162.033447
	Iteration 15Q: 3 clusters Score -1.672195e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302508 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -16726766.000000 Penalty: 1162.033447
	Iteration 16Q: 3 clusters Score -1.672677e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309860 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -16732129.000000 Penalty: 1162.033447
	Iteration 17Q: 3 clusters Score -1.673213e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317804 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -16736616.000000 Penalty: 1162.033447
	Iteration 18Q: 3 clusters Score -1.673662e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325831 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -16739918.000000 Penalty: 1162.033447
	Iteration 19Q: 3 clusters Score -1.673992e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333423 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -16743020.000000 Penalty: 1162.033447
	Iteration 20F: 3 clusters Score -1.674302e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339466 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -16744714.000000 Penalty: 1162.033447
	Iteration 21Q: 3 clusters Score -1.674471e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343772 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -16745526.000000 Penalty: 1162.033447
	Iteration 22Q: 3 clusters Score -1.674553e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346586 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -16745722.000000 Penalty: 1162.033447
	Iteration 23Q: 3 clusters Score -1.674572e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348335 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -16745936.000000 Penalty: 1162.033447
	Iteration 24Q: 3 clusters Score -1.674594e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349398 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -16746076.000000 Penalty: 1162.033447
	Iteration 25Q: 3 clusters Score -1.674608e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350005 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16746165.000000 Penalty: 1162.033447
	Iteration 26Q: 3 clusters Score -1.674616e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350368 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16746218.000000 Penalty: 1162.033447
	Iteration 27Q: 3 clusters Score -1.674622e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350579 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16746247.000000 Penalty: 1162.033447
	Iteration 28Q: 3 clusters Score -1.674625e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350690 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16746278.000000 Penalty: 1162.033447
	Iteration 29Q: 3 clusters Score -1.674628e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350766 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16746264.000000 Penalty: 1162.033447
	Iteration 30Q: 3 clusters Score -1.674626e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16746277.000000 Penalty: 1162.033447
	Iteration 31Q: 3 clusters Score -1.674628e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350860 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -16746283.000000 Penalty: 1162.033447
	Iteration 32Q: 3 clusters Score -1.674628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350893 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16746289.000000 Penalty: 1162.033447
	Iteration 33Q: 3 clusters Score -1.674629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350906 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16746298.000000 Penalty: 1162.033447
	Iteration 34Q: 3 clusters Score -1.67463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350920 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16746298.000000 Penalty: 1162.033447
	Iteration 35Q: 3 clusters Score -1.67463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350936 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -16746305.000000 Penalty: 1162.033447
	Iteration 36Q: 3 clusters Score -1.67463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350947 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16746317.000000 Penalty: 1162.033447
	Iteration 37Q: 3 clusters Score -1.674632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350961 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16746320.000000 Penalty: 1162.033447
	Iteration 38Q: 3 clusters Score -1.674632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350977 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16746309.000000 Penalty: 1162.033447
	Iteration 39Q: 3 clusters Score -1.674631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350981 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16746314.000000 Penalty: 1162.033447
	Iteration 40F: 3 clusters Score -1.674631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350984 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -16746315.000000 Penalty: 1162.033447
	Iteration 41Q: 3 clusters Score -1.674632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350986 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16746317.000000 Penalty: 1162.033447
	Iteration 42Q: 3 clusters Score -1.674632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350987 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16746317.000000 Penalty: 1162.033447
	Iteration 43Q: 3 clusters Score -1.674632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350991 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16746318.000000 Penalty: 1162.033447
	Iteration 44Q: 3 clusters Score -1.674632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350994 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -16746321.000000 Penalty: 1162.033447
	Iteration 45Q: 3 clusters Score -1.674632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350997 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16746309.000000 Penalty: 1162.033447
	Iteration 46Q: 3 clusters Score -1.674631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350997 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16746312.000000 Penalty: 1162.033447
	Iteration 47Q: 3 clusters Score -1.674631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350996 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16746314.000000 Penalty: 1162.033447
	Iteration 48Q: 3 clusters Score -1.674631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350994 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -16746314.000000 Penalty: 1162.033447
	Iteration 49Q: 3 clusters Score -1.674631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350991 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16746334.000000 Penalty: 1162.033447
	Iteration 50Q: 3 clusters Score -1.674633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350990 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16746330.000000 Penalty: 1162.033447
	Iteration 51Q: 3 clusters Score -1.674633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350992 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16746331.000000 Penalty: 1162.033447
	Iteration 52Q: 3 clusters Score -1.674633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350993 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16746330.000000 Penalty: 1162.033447
	Iteration 53Q: 3 clusters Score -1.674633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350993 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16746331.000000 Penalty: 1162.033447
	Iteration 54Q: 3 clusters Score -1.674633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350993 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16746331.000000 Penalty: 1162.033447
	Iteration 55F: 3 clusters Score -1.674633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Entering Unmasked Estep 
Score: -5251977.500000 Penalty: 526.975647
	Iteration 0F: 2 clusters Score -5251978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -5179598.000000 Penalty: 1053.951294
	Iteration 0F: 3 clusters Score -5179598 nChanged 52446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -5211619.000000 Penalty: 1053.951294
	Iteration 1F: 3 clusters Score -5211619 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -5214372.500000 Penalty: 1053.951294
	Iteration 2F: 3 clusters Score -5214372 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -5219805.500000 Penalty: 1053.951294
	Iteration 3F: 3 clusters Score -5219806 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -5229195.000000 Penalty: 1053.951294
	Iteration 4F: 3 clusters Score -5229195 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 96809 members 
Entering Unmasked Estep 
Score: -5240685.000000 Penalty: 1053.951294
	Iteration 5F: 3 clusters Score -5240685 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -5248156.500000 Penalty: 1053.951294
	Iteration 6F: 3 clusters Score -5248156 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -5250697.500000 Penalty: 1053.951294
	Iteration 7Q: 3 clusters Score -5250698 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -5251294.000000 Penalty: 1053.951294
	Iteration 8Q: 3 clusters Score -5251294 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -5251451.500000 Penalty: 1053.951294
	Iteration 9Q: 3 clusters Score -5251452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -5251498.500000 Penalty: 1053.951294
	Iteration 10Q: 3 clusters Score -5251498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -5251504.500000 Penalty: 1053.951294
	Iteration 11Q: 3 clusters Score -5251504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -5251502.500000 Penalty: 1053.951294
	Iteration 12Q: 3 clusters Score -5251502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -5251502.500000 Penalty: 1053.951294
	Iteration 13F: 3 clusters Score -5251502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -117073.718750 Penalty: 354.832794
	Iteration 0F: 2 clusters Score -117073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -115342.195312 Penalty: 709.665588
	Iteration 0F: 3 clusters Score -115342.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -116036.039062 Penalty: 709.665588
	Iteration 1F: 3 clusters Score -116036 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -116290.328125 Penalty: 709.665588
	Iteration 2F: 3 clusters Score -116290.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -116502.484375 Penalty: 709.665588
	Iteration 3F: 3 clusters Score -116502.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -116629.617188 Penalty: 709.665588
	Iteration 4F: 3 clusters Score -116629.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -116694.289062 Penalty: 709.665588
	Iteration 5Q: 3 clusters Score -116694.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -116730.609375 Penalty: 709.665588
	Iteration 6Q: 3 clusters Score -116730.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -116753.750000 Penalty: 709.665588
	Iteration 7Q: 3 clusters Score -116753.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -116776.148438 Penalty: 709.665588
	Iteration 8Q: 3 clusters Score -116776.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -116793.335938 Penalty: 709.665588
	Iteration 9Q: 3 clusters Score -116793.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -116809.429688 Penalty: 709.665588
	Iteration 10Q: 3 clusters Score -116809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -116815.820312 Penalty: 709.665588
	Iteration 11Q: 3 clusters Score -116815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -116824.632812 Penalty: 709.665588
	Iteration 12Q: 3 clusters Score -116824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -116833.179688 Penalty: 709.665588
	Iteration 13Q: 3 clusters Score -116833.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -116848.585938 Penalty: 709.665588
	Iteration 14Q: 3 clusters Score -116848.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -116876.500000 Penalty: 709.665588
	Iteration 15Q: 3 clusters Score -116876.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -116905.656250 Penalty: 709.665588
	Iteration 16Q: 3 clusters Score -116905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -116913.914062 Penalty: 709.665588
	Iteration 17Q: 3 clusters Score -116913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -116914.976562 Penalty: 709.665588
	Iteration 18Q: 3 clusters Score -116915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -116915.273438 Penalty: 709.665588
	Iteration 19Q: 3 clusters Score -116915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -116915.273438 Penalty: 709.665588
	Iteration 20F: 3 clusters Score -116915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Entering Unmasked Estep 
Score: -1255316.750000 Penalty: 460.205078
	Iteration 0F: 2 clusters Score -1255317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1238860.875000 Penalty: 920.410156
	Iteration 0F: 3 clusters Score -1238861 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1246120.500000 Penalty: 920.410156
	Iteration 1F: 3 clusters Score -1246120 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1247029.625000 Penalty: 920.410156
	Iteration 2F: 3 clusters Score -1247030 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1248385.000000 Penalty: 920.410156
	Iteration 3F: 3 clusters Score -1248385 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1250133.375000 Penalty: 920.410156
	Iteration 4F: 3 clusters Score -1250133 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1251731.375000 Penalty: 920.410156
	Iteration 5F: 3 clusters Score -1251731 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1252576.750000 Penalty: 920.410156
	Iteration 6F: 3 clusters Score -1252577 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1252874.750000 Penalty: 920.410156
	Iteration 7Q: 3 clusters Score -1252875 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1253023.250000 Penalty: 920.410156
	Iteration 8Q: 3 clusters Score -1253023 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1253128.125000 Penalty: 920.410156
	Iteration 9Q: 3 clusters Score -1253128 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1253215.500000 Penalty: 920.410156
	Iteration 10Q: 3 clusters Score -1253216 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1253294.375000 Penalty: 920.410156
	Iteration 11Q: 3 clusters Score -1253294 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1253382.750000 Penalty: 920.410156
	Iteration 12Q: 3 clusters Score -1253383 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1253467.250000 Penalty: 920.410156
	Iteration 13Q: 3 clusters Score -1253467 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1253549.000000 Penalty: 920.410156
	Iteration 14Q: 3 clusters Score -1253549 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1253638.250000 Penalty: 920.410156
	Iteration 15Q: 3 clusters Score -1253638 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1253714.000000 Penalty: 920.410156
	Iteration 16Q: 3 clusters Score -1253714 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -1253790.000000 Penalty: 920.410156
	Iteration 17Q: 3 clusters Score -1253790 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1253881.250000 Penalty: 920.410156
	Iteration 18Q: 3 clusters Score -1253881 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1253963.500000 Penalty: 920.410156
	Iteration 19Q: 3 clusters Score -1253964 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1254043.500000 Penalty: 920.410156
	Iteration 20F: 3 clusters Score -1254044 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -1254131.875000 Penalty: 920.410156
	Iteration 21Q: 3 clusters Score -1254132 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -1254201.375000 Penalty: 920.410156
	Iteration 22Q: 3 clusters Score -1254201 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -1254271.000000 Penalty: 920.410156
	Iteration 23Q: 3 clusters Score -1254271 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -1254333.500000 Penalty: 920.410156
	Iteration 24Q: 3 clusters Score -1254334 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -1254403.375000 Penalty: 920.410156
	Iteration 25Q: 3 clusters Score -1254403 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -1254478.500000 Penalty: 920.410156
	Iteration 26Q: 3 clusters Score -1254478 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -1254545.500000 Penalty: 920.410156
	Iteration 27Q: 3 clusters Score -1254546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -1254596.625000 Penalty: 920.410156
	Iteration 28Q: 3 clusters Score -1254597 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -1254645.375000 Penalty: 920.410156
	Iteration 29Q: 3 clusters Score -1254645 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -1254684.500000 Penalty: 920.410156
	Iteration 30Q: 3 clusters Score -1254684 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -1254730.625000 Penalty: 920.410156
	Iteration 31Q: 3 clusters Score -1254731 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -1254765.250000 Penalty: 920.410156
	Iteration 32Q: 3 clusters Score -1254765 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -1254803.500000 Penalty: 920.410156
	Iteration 33Q: 3 clusters Score -1254804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -1254836.250000 Penalty: 920.410156
	Iteration 34Q: 3 clusters Score -1254836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -1254858.125000 Penalty: 920.410156
	Iteration 35Q: 3 clusters Score -1254858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -1254887.500000 Penalty: 920.410156
	Iteration 36Q: 3 clusters Score -1254888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -1254916.875000 Penalty: 920.410156
	Iteration 37Q: 3 clusters Score -1254917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -1254935.000000 Penalty: 920.410156
	Iteration 38Q: 3 clusters Score -1254935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -1254945.250000 Penalty: 920.410156
	Iteration 39Q: 3 clusters Score -1254945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -1254961.000000 Penalty: 920.410156
	Iteration 40F: 3 clusters Score -1254961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -1254971.375000 Penalty: 920.410156
	Iteration 41Q: 3 clusters Score -1254971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -1254987.250000 Penalty: 920.410156
	Iteration 42Q: 3 clusters Score -1254987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1255004.125000 Penalty: 920.410156
	Iteration 43Q: 3 clusters Score -1255004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -1255014.250000 Penalty: 920.410156
	Iteration 44Q: 3 clusters Score -1255014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -1255033.875000 Penalty: 920.410156
	Iteration 45Q: 3 clusters Score -1255034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -1255040.250000 Penalty: 920.410156
	Iteration 46Q: 3 clusters Score -1255040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -1255058.000000 Penalty: 920.410156
	Iteration 47Q: 3 clusters Score -1255058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -1255062.000000 Penalty: 920.410156
	Iteration 48Q: 3 clusters Score -1255062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -1255062.250000 Penalty: 920.410156
	Iteration 49Q: 3 clusters Score -1255062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -1255065.000000 Penalty: 920.410156
	Iteration 50Q: 3 clusters Score -1255065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -1255063.875000 Penalty: 920.410156
	Iteration 51Q: 3 clusters Score -1255064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -1255064.625000 Penalty: 920.410156
	Iteration 52Q: 3 clusters Score -1255065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -1255064.625000 Penalty: 920.410156
	Iteration 53Q: 3 clusters Score -1255065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -1255066.875000 Penalty: 920.410156
	Iteration 54Q: 3 clusters Score -1255067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -1255068.500000 Penalty: 920.410156
	Iteration 55Q: 3 clusters Score -1255068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -1255067.500000 Penalty: 920.410156
	Iteration 56Q: 3 clusters Score -1255068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -1255068.750000 Penalty: 920.410156
	Iteration 57Q: 3 clusters Score -1255069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -1255070.750000 Penalty: 920.410156
	Iteration 58Q: 3 clusters Score -1255071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -1255072.000000 Penalty: 920.410156
	Iteration 59Q: 3 clusters Score -1255072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -1255070.750000 Penalty: 920.410156
	Iteration 60F: 3 clusters Score -1255071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -1255070.250000 Penalty: 920.410156
	Iteration 61Q: 3 clusters Score -1255070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -1255070.250000 Penalty: 920.410156
	Iteration 62F: 3 clusters Score -1255070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -7211.491699 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -7211.492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6948.285645 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -6948.286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7059.655762 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -7059.656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7087.966797 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -7087.967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7103.568359 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -7103.568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7133.747559 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -7133.748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7165.199219 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -7165.199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7173.232422 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -7173.232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7178.665527 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -7178.666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7188.409180 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -7188.409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7194.640625 Penalty: 475.052399
	Iteration 9Q: 3 clusters Score -7194.641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7195.644531 Penalty: 475.052399
	Iteration 10Q: 3 clusters Score -7195.645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7195.644531 Penalty: 475.052399
	Iteration 11F: 3 clusters Score -7195.645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Entering Unmasked Estep 
Score: -1532627.375000 Penalty: 469.192139
	Iteration 0F: 2 clusters Score -1532627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1512567.125000 Penalty: 938.384277
	Iteration 0F: 3 clusters Score -1512567 nChanged 14421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1521759.875000 Penalty: 938.384277
	Iteration 1F: 3 clusters Score -1521760 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1522943.375000 Penalty: 938.384277
	Iteration 2F: 3 clusters Score -1522943 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1524548.750000 Penalty: 938.384277
	Iteration 3F: 3 clusters Score -1524549 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1526290.875000 Penalty: 938.384277
	Iteration 4F: 3 clusters Score -1526291 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -1527867.750000 Penalty: 938.384277
	Iteration 5F: 3 clusters Score -1527868 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -1528909.250000 Penalty: 938.384277
	Iteration 6F: 3 clusters Score -1528909 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -1529477.875000 Penalty: 938.384277
	Iteration 7Q: 3 clusters Score -1529478 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -1529860.625000 Penalty: 938.384277
	Iteration 8Q: 3 clusters Score -1529861 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1530109.875000 Penalty: 938.384277
	Iteration 9Q: 3 clusters Score -1530110 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -1530331.750000 Penalty: 938.384277
	Iteration 10Q: 3 clusters Score -1530332 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -1530541.000000 Penalty: 938.384277
	Iteration 11Q: 3 clusters Score -1530541 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -1530750.750000 Penalty: 938.384277
	Iteration 12Q: 3 clusters Score -1530751 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -1530926.625000 Penalty: 938.384277
	Iteration 13Q: 3 clusters Score -1530927 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -1531058.750000 Penalty: 938.384277
	Iteration 14Q: 3 clusters Score -1531059 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1531171.750000 Penalty: 938.384277
	Iteration 15Q: 3 clusters Score -1531172 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -1531261.625000 Penalty: 938.384277
	Iteration 16Q: 3 clusters Score -1531262 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -1531338.375000 Penalty: 938.384277
	Iteration 17Q: 3 clusters Score -1531338 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -1531403.500000 Penalty: 938.384277
	Iteration 18Q: 3 clusters Score -1531404 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -1531456.375000 Penalty: 938.384277
	Iteration 19Q: 3 clusters Score -1531456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -1531519.750000 Penalty: 938.384277
	Iteration 20F: 3 clusters Score -1531520 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -1531571.250000 Penalty: 938.384277
	Iteration 21Q: 3 clusters Score -1531571 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -1531622.500000 Penalty: 938.384277
	Iteration 22Q: 3 clusters Score -1531622 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1531663.625000 Penalty: 938.384277
	Iteration 23Q: 3 clusters Score -1531664 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -1531699.375000 Penalty: 938.384277
	Iteration 24Q: 3 clusters Score -1531699 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -1531746.625000 Penalty: 938.384277
	Iteration 25Q: 3 clusters Score -1531747 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -1531789.375000 Penalty: 938.384277
	Iteration 26Q: 3 clusters Score -1531789 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -1531835.625000 Penalty: 938.384277
	Iteration 27Q: 3 clusters Score -1531836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -1531866.750000 Penalty: 938.384277
	Iteration 28Q: 3 clusters Score -1531867 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -1531894.000000 Penalty: 938.384277
	Iteration 29Q: 3 clusters Score -1531894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -1531926.500000 Penalty: 938.384277
	Iteration 30Q: 3 clusters Score -1531926 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -1531960.625000 Penalty: 938.384277
	Iteration 31Q: 3 clusters Score -1531961 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -1531991.750000 Penalty: 938.384277
	Iteration 32Q: 3 clusters Score -1531992 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -1532025.875000 Penalty: 938.384277
	Iteration 33Q: 3 clusters Score -1532026 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -1532050.000000 Penalty: 938.384277
	Iteration 34Q: 3 clusters Score -1532050 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -1532082.125000 Penalty: 938.384277
	Iteration 35Q: 3 clusters Score -1532082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -1532103.875000 Penalty: 938.384277
	Iteration 36Q: 3 clusters Score -1532104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -1532119.000000 Penalty: 938.384277
	Iteration 37Q: 3 clusters Score -1532119 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -1532135.000000 Penalty: 938.384277
	Iteration 38Q: 3 clusters Score -1532135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -1532146.250000 Penalty: 938.384277
	Iteration 39Q: 3 clusters Score -1532146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -1532156.875000 Penalty: 938.384277
	Iteration 40F: 3 clusters Score -1532157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -1532172.875000 Penalty: 938.384277
	Iteration 41Q: 3 clusters Score -1532173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -1532185.000000 Penalty: 938.384277
	Iteration 42Q: 3 clusters Score -1532185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -1532192.000000 Penalty: 938.384277
	Iteration 43Q: 3 clusters Score -1532192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -1532199.000000 Penalty: 938.384277
	Iteration 44Q: 3 clusters Score -1532199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -1532210.125000 Penalty: 938.384277
	Iteration 45Q: 3 clusters Score -1532210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -1532228.500000 Penalty: 938.384277
	Iteration 46Q: 3 clusters Score -1532228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -1532239.875000 Penalty: 938.384277
	Iteration 47Q: 3 clusters Score -1532240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -1532255.125000 Penalty: 938.384277
	Iteration 48Q: 3 clusters Score -1532255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -1532255.250000 Penalty: 938.384277
	Iteration 49Q: 3 clusters Score -1532255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -1532268.500000 Penalty: 938.384277
	Iteration 50Q: 3 clusters Score -1532268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -1532275.500000 Penalty: 938.384277
	Iteration 51Q: 3 clusters Score -1532276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -1532287.375000 Penalty: 938.384277
	Iteration 52Q: 3 clusters Score -1532287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -1532292.750000 Penalty: 938.384277
	Iteration 53Q: 3 clusters Score -1532293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -1532300.875000 Penalty: 938.384277
	Iteration 54Q: 3 clusters Score -1532301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -1532302.250000 Penalty: 938.384277
	Iteration 55Q: 3 clusters Score -1532302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -1532305.000000 Penalty: 938.384277
	Iteration 56Q: 3 clusters Score -1532305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -1532309.125000 Penalty: 938.384277
	Iteration 57Q: 3 clusters Score -1532309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -1532314.125000 Penalty: 938.384277
	Iteration 58Q: 3 clusters Score -1532314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -1532313.750000 Penalty: 938.384277
	Iteration 59Q: 3 clusters Score -1532314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -1532316.750000 Penalty: 938.384277
	Iteration 60F: 3 clusters Score -1532317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -1532317.375000 Penalty: 938.384277
	Iteration 61Q: 3 clusters Score -1532317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -1532320.000000 Penalty: 938.384277
	Iteration 62Q: 3 clusters Score -1532320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -1532321.750000 Penalty: 938.384277
	Iteration 63Q: 3 clusters Score -1532322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -1532325.625000 Penalty: 938.384277
	Iteration 64Q: 3 clusters Score -1532326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -1532323.500000 Penalty: 938.384277
	Iteration 65Q: 3 clusters Score -1532324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -1532326.250000 Penalty: 938.384277
	Iteration 66Q: 3 clusters Score -1532326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -1532325.750000 Penalty: 938.384277
	Iteration 67Q: 3 clusters Score -1532326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -1532325.375000 Penalty: 938.384277
	Iteration 68Q: 3 clusters Score -1532325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -1532326.875000 Penalty: 938.384277
	Iteration 69Q: 3 clusters Score -1532327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -1532327.625000 Penalty: 938.384277
	Iteration 70Q: 3 clusters Score -1532328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -1532327.125000 Penalty: 938.384277
	Iteration 71Q: 3 clusters Score -1532327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -1532327.625000 Penalty: 938.384277
	Iteration 72Q: 3 clusters Score -1532328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -1532327.000000 Penalty: 938.384277
	Iteration 73Q: 3 clusters Score -1532327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -1532327.875000 Penalty: 938.384277
	Iteration 74Q: 3 clusters Score -1532328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -1532329.500000 Penalty: 938.384277
	Iteration 75Q: 3 clusters Score -1532330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -1532329.750000 Penalty: 938.384277
	Iteration 76Q: 3 clusters Score -1532330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -1532329.500000 Penalty: 938.384277
	Iteration 77Q: 3 clusters Score -1532330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -1532331.625000 Penalty: 938.384277
	Iteration 78Q: 3 clusters Score -1532332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -1532330.000000 Penalty: 938.384277
	Iteration 79Q: 3 clusters Score -1532330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -1532329.375000 Penalty: 938.384277
	Iteration 80F: 3 clusters Score -1532329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -1532329.000000 Penalty: 938.384277
	Iteration 81Q: 3 clusters Score -1532329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -1532329.000000 Penalty: 938.384277
	Iteration 82F: 3 clusters Score -1532329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -8228.103516 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -8228.104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7932.932617 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -7932.933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7986.686523 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -7986.687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8007.409180 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -8007.409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8035.563965 Penalty: 484.393921
	Iteration 3F: 3 clusters Score -8035.564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8063.461914 Penalty: 484.393921
	Iteration 4F: 3 clusters Score -8063.462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8080.590332 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -8080.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8090.918945 Penalty: 484.393921
	Iteration 6Q: 3 clusters Score -8090.919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8097.293945 Penalty: 484.393921
	Iteration 7Q: 3 clusters Score -8097.294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8102.450684 Penalty: 484.393921
	Iteration 8Q: 3 clusters Score -8102.451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8116.645996 Penalty: 484.393921
	Iteration 9Q: 3 clusters Score -8116.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8118.340332 Penalty: 484.393921
	Iteration 10Q: 3 clusters Score -8118.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8118.340332 Penalty: 484.393921
	Iteration 11F: 3 clusters Score -8118.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -24213.019531 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -24213.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23649.482422 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -23649.48 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23834.669922 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -23834.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23913.271484 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -23913.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24009.074219 Penalty: 585.980835
	Iteration 3F: 3 clusters Score -24009.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24106.753906 Penalty: 585.980835
	Iteration 4F: 3 clusters Score -24106.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24201.257812 Penalty: 585.980835
	Iteration 5F: 3 clusters Score -24201.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24400.478516 Penalty: 585.980835
	Iteration 6F: 3 clusters Score -24400.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24585.759766 Penalty: 585.980835
	Iteration 7F: 3 clusters Score -24585.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24615.998047 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -24616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24623.605469 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -24623.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24625.005859 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -24625.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24625.328125 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -24625.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24625.328125 Penalty: 585.980835
	Iteration 12F: 3 clusters Score -24625.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351371 members 
Mstep: Class 4 contains 107139 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30089 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41080 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 168 members 
Entering Unmasked Estep 
Score: -28390902.000000 Penalty: 13938.228516
Splitting cluster 10 changes total score from -28390828.000000 to -28390902.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -30256.500000 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -30256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -29579.359375 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -29579.36 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29855.722656 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -29855.72 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30002.960938 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -30002.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30174.781250 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -30174.78 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30455.328125 Penalty: 607.614624
	Iteration 4F: 3 clusters Score -30455.33 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30727.482422 Penalty: 607.614624
	Iteration 5F: 3 clusters Score -30727.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30787.849609 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -30787.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30832.757812 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -30832.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30845.775391 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -30845.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30850.769531 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -30850.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30856.687500 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -30856.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30866.753906 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -30866.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30874.480469 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -30874.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30880.814453 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -30880.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30884.708984 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -30884.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30887.488281 Penalty: 607.614624
	Iteration 15F: 3 clusters Score -30887.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30891.587891 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -30891.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30892.027344 Penalty: 607.614624
	Iteration 17Q: 3 clusters Score -30892.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30892.027344 Penalty: 607.614624
	Iteration 18F: 3 clusters Score -30892.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351371 members 
Mstep: Class 4 contains 107139 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30089 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41080 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 212 members 
Entering Unmasked Estep 
Score: -28391222.000000 Penalty: 14544.239258
Splitting cluster 11 changes total score from -28390828.000000 to -28391222.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -54948.785156 Penalty: 325.213928
	Iteration 0F: 2 clusters Score -54948.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -53946.218750 Penalty: 650.427856
	Iteration 0F: 3 clusters Score -53946.22 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -54242.996094 Penalty: 650.427856
	Iteration 1F: 3 clusters Score -54243 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -54327.558594 Penalty: 650.427856
	Iteration 2F: 3 clusters Score -54327.56 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -54404.472656 Penalty: 650.427856
	Iteration 3F: 3 clusters Score -54404.47 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -54490.832031 Penalty: 650.427856
	Iteration 4F: 3 clusters Score -54490.83 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -54582.187500 Penalty: 650.427856
	Iteration 5F: 3 clusters Score -54582.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -54667.964844 Penalty: 650.427856
	Iteration 6F: 3 clusters Score -54667.96 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -54736.777344 Penalty: 650.427856
	Iteration 7F: 3 clusters Score -54736.78 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -54794.898438 Penalty: 650.427856
	Iteration 8F: 3 clusters Score -54794.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -54828.300781 Penalty: 650.427856
	Iteration 9Q: 3 clusters Score -54828.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -54842.945312 Penalty: 650.427856
	Iteration 10Q: 3 clusters Score -54842.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -54852.339844 Penalty: 650.427856
	Iteration 11Q: 3 clusters Score -54852.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -54859.101562 Penalty: 650.427856
	Iteration 12Q: 3 clusters Score -54859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -54861.601562 Penalty: 650.427856
	Iteration 13Q: 3 clusters Score -54861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -54865.179688 Penalty: 650.427856
	Iteration 14Q: 3 clusters Score -54865.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -54871.480469 Penalty: 650.427856
	Iteration 15Q: 3 clusters Score -54871.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -54876.785156 Penalty: 650.427856
	Iteration 16Q: 3 clusters Score -54876.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -54878.050781 Penalty: 650.427856
	Iteration 17Q: 3 clusters Score -54878.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -54878.050781 Penalty: 650.427856
	Iteration 18Q: 3 clusters Score -54878.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -54878.050781 Penalty: 650.427856
	Iteration 19F: 3 clusters Score -54878.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -18625.009766 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -18625.01 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 232 members 
Entering Unmasked Estep 
Score: -18173.824219 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -18173.82 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18321.335938 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -18321.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18411.867188 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -18411.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18522.792969 Penalty: 555.129028
	Iteration 3F: 3 clusters Score -18522.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18620.439453 Penalty: 555.129028
	Iteration 4F: 3 clusters Score -18620.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18669.185547 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -18669.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18678.380859 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -18678.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18691.880859 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -18691.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18708.892578 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -18708.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18726.712891 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -18726.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18731.210938 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -18731.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18731.210938 Penalty: 555.129028
	Iteration 11F: 3 clusters Score -18731.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351371 members 
Mstep: Class 4 contains 107139 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30089 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41080 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 127 members 
Entering Unmasked Estep 
Score: -28390994.000000 Penalty: 15150.249023
Splitting cluster 13 changes total score from -28390828.000000 to -28390994.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -32610.148438 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -32610.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -31936.789062 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -31936.79 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -32212.732422 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -32212.73 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -32329.853516 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -32329.85 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -32444.447266 Penalty: 609.654541
	Iteration 3F: 3 clusters Score -32444.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32559.757812 Penalty: 609.654541
	Iteration 4F: 3 clusters Score -32559.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -32673.816406 Penalty: 609.654541
	Iteration 5F: 3 clusters Score -32673.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32793.253906 Penalty: 609.654541
	Iteration 6F: 3 clusters Score -32793.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32863.496094 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -32863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32870.593750 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -32870.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32875.148438 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -32875.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32877.683594 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -32877.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32879.753906 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -32879.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32880.785156 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -32880.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32880.875000 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -32880.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32880.875000 Penalty: 609.654541
	Iteration 14F: 3 clusters Score -32880.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351371 members 
Mstep: Class 4 contains 107139 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30089 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41080 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 389 members 
Entering Unmasked Estep 
Score: -28390964.000000 Penalty: 15756.258789
Splitting cluster 14 changes total score from -28390828.000000 to -28390964.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -60922.917969 Penalty: 325.818481
	Iteration 0F: 2 clusters Score -60922.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59894.722656 Penalty: 651.636963
	Iteration 0F: 3 clusters Score -59894.72 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -60254.238281 Penalty: 651.636963
	Iteration 1F: 3 clusters Score -60254.24 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -60337.394531 Penalty: 651.636963
	Iteration 2F: 3 clusters Score -60337.39 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -60401.117188 Penalty: 651.636963
	Iteration 3F: 3 clusters Score -60401.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -60492.539062 Penalty: 651.636963
	Iteration 4F: 3 clusters Score -60492.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -60558.687500 Penalty: 651.636963
	Iteration 5F: 3 clusters Score -60558.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -60608.421875 Penalty: 651.636963
	Iteration 6Q: 3 clusters Score -60608.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -60653.820312 Penalty: 651.636963
	Iteration 7Q: 3 clusters Score -60653.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -60688.183594 Penalty: 651.636963
	Iteration 8Q: 3 clusters Score -60688.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -60706.117188 Penalty: 651.636963
	Iteration 9Q: 3 clusters Score -60706.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -60716.714844 Penalty: 651.636963
	Iteration 10Q: 3 clusters Score -60716.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -60721.925781 Penalty: 651.636963
	Iteration 11Q: 3 clusters Score -60721.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -60725.218750 Penalty: 651.636963
	Iteration 12Q: 3 clusters Score -60725.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -60727.957031 Penalty: 651.636963
	Iteration 13Q: 3 clusters Score -60727.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60730.460938 Penalty: 651.636963
	Iteration 14Q: 3 clusters Score -60730.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60732.164062 Penalty: 651.636963
	Iteration 15Q: 3 clusters Score -60732.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -60734.882812 Penalty: 651.636963
	Iteration 16Q: 3 clusters Score -60734.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -60737.750000 Penalty: 651.636963
	Iteration 17Q: 3 clusters Score -60737.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -60739.343750 Penalty: 651.636963
	Iteration 18Q: 3 clusters Score -60739.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -60740.906250 Penalty: 651.636963
	Iteration 19Q: 3 clusters Score -60740.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -60743.167969 Penalty: 651.636963
	Iteration 20F: 3 clusters Score -60743.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -60744.199219 Penalty: 651.636963
	Iteration 21Q: 3 clusters Score -60744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -60744.550781 Penalty: 651.636963
	Iteration 22Q: 3 clusters Score -60744.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -60744.550781 Penalty: 651.636963
	Iteration 23F: 3 clusters Score -60744.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Entering Unmasked Estep 
Score: -1247346.625000 Penalty: 459.933380
	Iteration 0F: 2 clusters Score -1247347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1230813.125000 Penalty: 919.866760
	Iteration 0F: 3 clusters Score -1230813 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1238128.750000 Penalty: 919.866760
	Iteration 1F: 3 clusters Score -1238129 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1239230.500000 Penalty: 919.866760
	Iteration 2F: 3 clusters Score -1239230 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1240975.375000 Penalty: 919.866760
	Iteration 3F: 3 clusters Score -1240975 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1243115.500000 Penalty: 919.866760
	Iteration 4F: 3 clusters Score -1243116 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -1244801.625000 Penalty: 919.866760
	Iteration 5F: 3 clusters Score -1244802 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1245467.250000 Penalty: 919.866760
	Iteration 6Q: 3 clusters Score -1245467 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1245714.625000 Penalty: 919.866760
	Iteration 7Q: 3 clusters Score -1245715 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1245889.625000 Penalty: 919.866760
	Iteration 8Q: 3 clusters Score -1245890 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -1246041.375000 Penalty: 919.866760
	Iteration 9Q: 3 clusters Score -1246041 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -1246180.625000 Penalty: 919.866760
	Iteration 10Q: 3 clusters Score -1246181 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1246282.000000 Penalty: 919.866760
	Iteration 11Q: 3 clusters Score -1246282 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1246384.500000 Penalty: 919.866760
	Iteration 12Q: 3 clusters Score -1246384 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -1246473.250000 Penalty: 919.866760
	Iteration 13Q: 3 clusters Score -1246473 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -1246557.250000 Penalty: 919.866760
	Iteration 14Q: 3 clusters Score -1246557 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -1246615.750000 Penalty: 919.866760
	Iteration 15Q: 3 clusters Score -1246616 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -1246667.750000 Penalty: 919.866760
	Iteration 16Q: 3 clusters Score -1246668 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1246727.500000 Penalty: 919.866760
	Iteration 17Q: 3 clusters Score -1246728 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -1246782.875000 Penalty: 919.866760
	Iteration 18Q: 3 clusters Score -1246783 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1246826.125000 Penalty: 919.866760
	Iteration 19Q: 3 clusters Score -1246826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -1246877.750000 Penalty: 919.866760
	Iteration 20F: 3 clusters Score -1246878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -1246914.750000 Penalty: 919.866760
	Iteration 21Q: 3 clusters Score -1246915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -1246954.000000 Penalty: 919.866760
	Iteration 22Q: 3 clusters Score -1246954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -1246981.500000 Penalty: 919.866760
	Iteration 23Q: 3 clusters Score -1246982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1246999.875000 Penalty: 919.866760
	Iteration 24Q: 3 clusters Score -1247000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -1247025.000000 Penalty: 919.866760
	Iteration 25Q: 3 clusters Score -1247025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -1247046.375000 Penalty: 919.866760
	Iteration 26Q: 3 clusters Score -1247046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -1247071.000000 Penalty: 919.866760
	Iteration 27Q: 3 clusters Score -1247071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -1247090.500000 Penalty: 919.866760
	Iteration 28Q: 3 clusters Score -1247090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1247110.250000 Penalty: 919.866760
	Iteration 29Q: 3 clusters Score -1247110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -1247125.125000 Penalty: 919.866760
	Iteration 30Q: 3 clusters Score -1247125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -1247141.250000 Penalty: 919.866760
	Iteration 31Q: 3 clusters Score -1247141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -1247153.375000 Penalty: 919.866760
	Iteration 32Q: 3 clusters Score -1247153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -1247168.750000 Penalty: 919.866760
	Iteration 33Q: 3 clusters Score -1247169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -1247179.375000 Penalty: 919.866760
	Iteration 34Q: 3 clusters Score -1247179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -1247181.625000 Penalty: 919.866760
	Iteration 35Q: 3 clusters Score -1247182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -1247181.750000 Penalty: 919.866760
	Iteration 36Q: 3 clusters Score -1247182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -1247180.250000 Penalty: 919.866760
	Iteration 37Q: 3 clusters Score -1247180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -1247182.500000 Penalty: 919.866760
	Iteration 38Q: 3 clusters Score -1247182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -1247181.875000 Penalty: 919.866760
	Iteration 39Q: 3 clusters Score -1247182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -1247182.125000 Penalty: 919.866760
	Iteration 40F: 3 clusters Score -1247182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -1247183.500000 Penalty: 919.866760
	Iteration 41Q: 3 clusters Score -1247184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -1247186.625000 Penalty: 919.866760
	Iteration 42Q: 3 clusters Score -1247187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -1247185.875000 Penalty: 919.866760
	Iteration 43Q: 3 clusters Score -1247186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -1247189.750000 Penalty: 919.866760
	Iteration 44Q: 3 clusters Score -1247190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -1247191.125000 Penalty: 919.866760
	Iteration 45Q: 3 clusters Score -1247191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -1247191.875000 Penalty: 919.866760
	Iteration 46Q: 3 clusters Score -1247192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -1247191.875000 Penalty: 919.866760
	Iteration 47F: 3 clusters Score -1247192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -305365.500000 Penalty: 401.388824
	Iteration 0F: 2 clusters Score -305365.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -300875.687500 Penalty: 802.777649
	Iteration 0F: 3 clusters Score -300875.7 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -302554.625000 Penalty: 802.777649
	Iteration 1F: 3 clusters Score -302554.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -302666.000000 Penalty: 802.777649
	Iteration 2Q: 3 clusters Score -302666 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -302768.281250 Penalty: 802.777649
	Iteration 3Q: 3 clusters Score -302768.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -302883.781250 Penalty: 802.777649
	Iteration 4Q: 3 clusters Score -302883.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -303025.250000 Penalty: 802.777649
	Iteration 5Q: 3 clusters Score -303025.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -303200.968750 Penalty: 802.777649
	Iteration 6Q: 3 clusters Score -303201 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -303425.625000 Penalty: 802.777649
	Iteration 7F: 3 clusters Score -303425.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -303650.500000 Penalty: 802.777649
	Iteration 8F: 3 clusters Score -303650.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -303799.000000 Penalty: 802.777649
	Iteration 9Q: 3 clusters Score -303799 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -303876.281250 Penalty: 802.777649
	Iteration 10Q: 3 clusters Score -303876.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -303928.406250 Penalty: 802.777649
	Iteration 11Q: 3 clusters Score -303928.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -303983.406250 Penalty: 802.777649
	Iteration 12Q: 3 clusters Score -303983.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -304041.656250 Penalty: 802.777649
	Iteration 13Q: 3 clusters Score -304041.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -304104.187500 Penalty: 802.777649
	Iteration 14Q: 3 clusters Score -304104.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -304193.062500 Penalty: 802.777649
	Iteration 15Q: 3 clusters Score -304193.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -304315.593750 Penalty: 802.777649
	Iteration 16Q: 3 clusters Score -304315.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -304489.625000 Penalty: 802.777649
	Iteration 17Q: 3 clusters Score -304489.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -304700.500000 Penalty: 802.777649
	Iteration 18Q: 3 clusters Score -304700.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -304868.250000 Penalty: 802.777649
	Iteration 19Q: 3 clusters Score -304868.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -304999.500000 Penalty: 802.777649
	Iteration 20F: 3 clusters Score -304999.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -305078.625000 Penalty: 802.777649
	Iteration 21Q: 3 clusters Score -305078.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -305122.687500 Penalty: 802.777649
	Iteration 22Q: 3 clusters Score -305122.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -305148.750000 Penalty: 802.777649
	Iteration 23Q: 3 clusters Score -305148.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -305163.218750 Penalty: 802.777649
	Iteration 24Q: 3 clusters Score -305163.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -305171.250000 Penalty: 802.777649
	Iteration 25Q: 3 clusters Score -305171.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -305176.562500 Penalty: 802.777649
	Iteration 26Q: 3 clusters Score -305176.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -305180.781250 Penalty: 802.777649
	Iteration 27Q: 3 clusters Score -305180.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -305183.312500 Penalty: 802.777649
	Iteration 28Q: 3 clusters Score -305183.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -305184.125000 Penalty: 802.777649
	Iteration 29Q: 3 clusters Score -305184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -305183.875000 Penalty: 802.777649
	Iteration 30Q: 3 clusters Score -305183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -305185.000000 Penalty: 802.777649
	Iteration 31Q: 3 clusters Score -305185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -305185.312500 Penalty: 802.777649
	Iteration 32Q: 3 clusters Score -305185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -305185.687500 Penalty: 802.777649
	Iteration 33Q: 3 clusters Score -305185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -305186.343750 Penalty: 802.777649
	Iteration 34Q: 3 clusters Score -305186.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -305186.468750 Penalty: 802.777649
	Iteration 35Q: 3 clusters Score -305186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -305186.468750 Penalty: 802.777649
	Iteration 36F: 3 clusters Score -305186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -227961.828125 Penalty: 384.328064
	Iteration 0F: 2 clusters Score -227961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -224820.875000 Penalty: 768.656128
	Iteration 0F: 3 clusters Score -224820.9 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -225998.687500 Penalty: 768.656128
	Iteration 1F: 3 clusters Score -225998.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -226135.250000 Penalty: 768.656128
	Iteration 2F: 3 clusters Score -226135.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -226300.421875 Penalty: 768.656128
	Iteration 3F: 3 clusters Score -226300.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -226517.828125 Penalty: 768.656128
	Iteration 4F: 3 clusters Score -226517.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -226736.515625 Penalty: 768.656128
	Iteration 5F: 3 clusters Score -226736.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226940.203125 Penalty: 768.656128
	Iteration 6F: 3 clusters Score -226940.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -227107.250000 Penalty: 768.656128
	Iteration 7Q: 3 clusters Score -227107.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -227202.375000 Penalty: 768.656128
	Iteration 8Q: 3 clusters Score -227202.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -227253.765625 Penalty: 768.656128
	Iteration 9Q: 3 clusters Score -227253.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -227305.125000 Penalty: 768.656128
	Iteration 10Q: 3 clusters Score -227305.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -227359.468750 Penalty: 768.656128
	Iteration 11Q: 3 clusters Score -227359.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -227415.281250 Penalty: 768.656128
	Iteration 12Q: 3 clusters Score -227415.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -227459.640625 Penalty: 768.656128
	Iteration 13Q: 3 clusters Score -227459.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -227510.734375 Penalty: 768.656128
	Iteration 14Q: 3 clusters Score -227510.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -227541.109375 Penalty: 768.656128
	Iteration 15Q: 3 clusters Score -227541.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227566.500000 Penalty: 768.656128
	Iteration 16Q: 3 clusters Score -227566.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -227585.046875 Penalty: 768.656128
	Iteration 17Q: 3 clusters Score -227585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -227595.859375 Penalty: 768.656128
	Iteration 18Q: 3 clusters Score -227595.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -227604.718750 Penalty: 768.656128
	Iteration 19Q: 3 clusters Score -227604.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -227612.062500 Penalty: 768.656128
	Iteration 20F: 3 clusters Score -227612.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -227615.500000 Penalty: 768.656128
	Iteration 21Q: 3 clusters Score -227615.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -227617.562500 Penalty: 768.656128
	Iteration 22Q: 3 clusters Score -227617.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -227618.781250 Penalty: 768.656128
	Iteration 23Q: 3 clusters Score -227618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -227619.750000 Penalty: 768.656128
	Iteration 24Q: 3 clusters Score -227619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -227620.890625 Penalty: 768.656128
	Iteration 25Q: 3 clusters Score -227620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -227621.703125 Penalty: 768.656128
	Iteration 26Q: 3 clusters Score -227621.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -227623.000000 Penalty: 768.656128
	Iteration 27Q: 3 clusters Score -227623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -227623.171875 Penalty: 768.656128
	Iteration 28Q: 3 clusters Score -227623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -227623.171875 Penalty: 768.656128
	Iteration 29Q: 3 clusters Score -227623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -227622.953125 Penalty: 768.656128
	Iteration 30Q: 3 clusters Score -227623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -227622.953125 Penalty: 768.656128
	Iteration 31F: 3 clusters Score -227623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -140140.921875 Penalty: 360.115112
	Iteration 0F: 2 clusters Score -140140.9 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 1352 members 
Entering Unmasked Estep 
Score: -138222.765625 Penalty: 720.230225
	Iteration 0F: 3 clusters Score -138222.8 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -138871.234375 Penalty: 720.230225
	Iteration 1F: 3 clusters Score -138871.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -138947.187500 Penalty: 720.230225
	Iteration 2F: 3 clusters Score -138947.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -139007.734375 Penalty: 720.230225
	Iteration 3Q: 3 clusters Score -139007.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -139067.781250 Penalty: 720.230225
	Iteration 4Q: 3 clusters Score -139067.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -139121.203125 Penalty: 720.230225
	Iteration 5Q: 3 clusters Score -139121.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -139161.843750 Penalty: 720.230225
	Iteration 6Q: 3 clusters Score -139161.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -139216.078125 Penalty: 720.230225
	Iteration 7Q: 3 clusters Score -139216.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139290.250000 Penalty: 720.230225
	Iteration 8Q: 3 clusters Score -139290.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139375.546875 Penalty: 720.230225
	Iteration 9Q: 3 clusters Score -139375.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -139478.890625 Penalty: 720.230225
	Iteration 10Q: 3 clusters Score -139478.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -139582.812500 Penalty: 720.230225
	Iteration 11Q: 3 clusters Score -139582.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -139675.046875 Penalty: 720.230225
	Iteration 12Q: 3 clusters Score -139675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -139730.062500 Penalty: 720.230225
	Iteration 13Q: 3 clusters Score -139730.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -139773.781250 Penalty: 720.230225
	Iteration 14Q: 3 clusters Score -139773.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -139807.312500 Penalty: 720.230225
	Iteration 15Q: 3 clusters Score -139807.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -139829.843750 Penalty: 720.230225
	Iteration 16Q: 3 clusters Score -139829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -139844.578125 Penalty: 720.230225
	Iteration 17Q: 3 clusters Score -139844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -139849.218750 Penalty: 720.230225
	Iteration 18Q: 3 clusters Score -139849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -139850.609375 Penalty: 720.230225
	Iteration 19Q: 3 clusters Score -139850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -139851.296875 Penalty: 720.230225
	Iteration 20F: 3 clusters Score -139851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -72863.187500 Penalty: 338.339264
	Iteration 0F: 2 clusters Score -72863.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -71630.093750 Penalty: 676.678528
	Iteration 0F: 3 clusters Score -71630.09 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -72068.429688 Penalty: 676.678528
	Iteration 1F: 3 clusters Score -72068.43 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -72252.687500 Penalty: 676.678528
	Iteration 2F: 3 clusters Score -72252.69 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -72472.507812 Penalty: 676.678528
	Iteration 3F: 3 clusters Score -72472.51 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -72657.632812 Penalty: 676.678528
	Iteration 4F: 3 clusters Score -72657.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -72840.210938 Penalty: 676.678528
	Iteration 5F: 3 clusters Score -72840.21 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72930.117188 Penalty: 676.678528
	Iteration 6F: 3 clusters Score -72930.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -72974.789062 Penalty: 676.678528
	Iteration 7Q: 3 clusters Score -72974.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72996.468750 Penalty: 676.678528
	Iteration 8Q: 3 clusters Score -72996.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -73006.546875 Penalty: 676.678528
	Iteration 9Q: 3 clusters Score -73006.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73014.210938 Penalty: 676.678528
	Iteration 10Q: 3 clusters Score -73014.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -73017.976562 Penalty: 676.678528
	Iteration 11Q: 3 clusters Score -73017.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -73019.789062 Penalty: 676.678528
	Iteration 12Q: 3 clusters Score -73019.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -73022.429688 Penalty: 676.678528
	Iteration 13Q: 3 clusters Score -73022.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73026.906250 Penalty: 676.678528
	Iteration 14Q: 3 clusters Score -73026.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -73029.820312 Penalty: 676.678528
	Iteration 15Q: 3 clusters Score -73029.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -73031.890625 Penalty: 676.678528
	Iteration 16Q: 3 clusters Score -73031.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -73032.695312 Penalty: 676.678528
	Iteration 17Q: 3 clusters Score -73032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73039.312500 Penalty: 676.678528
	Iteration 18Q: 3 clusters Score -73039.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -73041.265625 Penalty: 676.678528
	Iteration 19Q: 3 clusters Score -73041.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -73042.617188 Penalty: 676.678528
	Iteration 20F: 3 clusters Score -73042.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73045.546875 Penalty: 676.678528
	Iteration 21Q: 3 clusters Score -73045.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73048.968750 Penalty: 676.678528
	Iteration 22Q: 3 clusters Score -73048.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73052.515625 Penalty: 676.678528
	Iteration 23Q: 3 clusters Score -73052.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73054.164062 Penalty: 676.678528
	Iteration 24Q: 3 clusters Score -73054.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73054.164062 Penalty: 676.678528
	Iteration 25F: 3 clusters Score -73054.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351371 members 
Mstep: Class 4 contains 107139 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30089 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 41080 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
Score: -28390868.000000 Penalty: 16362.268555
Splitting cluster 20 changes total score from -28390828.000000 to -28390868.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (41080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Entering Unmasked Estep 
Score: -1888249.375000 Penalty: 483.359100
	Iteration 0F: 2 clusters Score -1888249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -1860877.125000 Penalty: 966.718201
	Iteration 0F: 3 clusters Score -1860877 nChanged 19809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1872514.500000 Penalty: 966.718201
	Iteration 1F: 3 clusters Score -1872514 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1873375.000000 Penalty: 966.718201
	Iteration 2F: 3 clusters Score -1873375 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1874958.750000 Penalty: 966.718201
	Iteration 3F: 3 clusters Score -1874959 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1877745.000000 Penalty: 966.718201
	Iteration 4F: 3 clusters Score -1877745 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1881850.875000 Penalty: 966.718201
	Iteration 5F: 3 clusters Score -1881851 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1885491.250000 Penalty: 966.718201
	Iteration 6F: 3 clusters Score -1885491 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1887290.500000 Penalty: 966.718201
	Iteration 7Q: 3 clusters Score -1887290 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1887754.375000 Penalty: 966.718201
	Iteration 8Q: 3 clusters Score -1887754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1887859.500000 Penalty: 966.718201
	Iteration 9Q: 3 clusters Score -1887860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1887869.625000 Penalty: 966.718201
	Iteration 10Q: 3 clusters Score -1887870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1887882.250000 Penalty: 966.718201
	Iteration 11Q: 3 clusters Score -1887882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1887897.125000 Penalty: 966.718201
	Iteration 12Q: 3 clusters Score -1887897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1887903.625000 Penalty: 966.718201
	Iteration 13Q: 3 clusters Score -1887904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1887905.000000 Penalty: 966.718201
	Iteration 14Q: 3 clusters Score -1887905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1887906.000000 Penalty: 966.718201
	Iteration 15Q: 3 clusters Score -1887906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1887906.750000 Penalty: 966.718201
	Iteration 16Q: 3 clusters Score -1887907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1887906.875000 Penalty: 966.718201
	Iteration 17Q: 3 clusters Score -1887907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1887906.875000 Penalty: 966.718201
	Iteration 18F: 3 clusters Score -1887907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -56235.023438 Penalty: 324.601257
	Iteration 0F: 2 clusters Score -56235.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -55260.015625 Penalty: 649.202515
	Iteration 0F: 3 clusters Score -55260.02 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -55565.898438 Penalty: 649.202515
	Iteration 1F: 3 clusters Score -55565.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -55624.953125 Penalty: 649.202515
	Iteration 2F: 3 clusters Score -55624.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -55670.617188 Penalty: 649.202515
	Iteration 3F: 3 clusters Score -55670.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -55698.769531 Penalty: 649.202515
	Iteration 4Q: 3 clusters Score -55698.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -55719.984375 Penalty: 649.202515
	Iteration 5Q: 3 clusters Score -55719.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -55745.089844 Penalty: 649.202515
	Iteration 6Q: 3 clusters Score -55745.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -55771.332031 Penalty: 649.202515
	Iteration 7Q: 3 clusters Score -55771.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -55800.082031 Penalty: 649.202515
	Iteration 8Q: 3 clusters Score -55800.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -55825.054688 Penalty: 649.202515
	Iteration 9Q: 3 clusters Score -55825.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -55840.265625 Penalty: 649.202515
	Iteration 10Q: 3 clusters Score -55840.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -55852.082031 Penalty: 649.202515
	Iteration 11Q: 3 clusters Score -55852.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -55861.414062 Penalty: 649.202515
	Iteration 12Q: 3 clusters Score -55861.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -55869.789062 Penalty: 649.202515
	Iteration 13Q: 3 clusters Score -55869.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -55877.019531 Penalty: 649.202515
	Iteration 14Q: 3 clusters Score -55877.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -55885.097656 Penalty: 649.202515
	Iteration 15Q: 3 clusters Score -55885.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -55889.691406 Penalty: 649.202515
	Iteration 16Q: 3 clusters Score -55889.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -55893.187500 Penalty: 649.202515
	Iteration 17Q: 3 clusters Score -55893.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -55894.484375 Penalty: 649.202515
	Iteration 18Q: 3 clusters Score -55894.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -55894.519531 Penalty: 649.202515
	Iteration 19Q: 3 clusters Score -55894.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -55894.519531 Penalty: 649.202515
	Iteration 20F: 3 clusters Score -55894.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 351371 members 
Mstep: Class 4 contains 107139 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 30089 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 41080 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391000.000000 Penalty: 16362.268555
Iteration 79Q: 28 clusters Score -2.8391e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 351367 members 
Mstep: Class 4 contains 107137 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 24687 members 
Mstep: Class 7 contains 184 members 
Mstep: Class 8 contains 30108 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 24577 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 4662 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1279 members 
Mstep: Class 21 contains 41044 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 123 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391242.000000 Penalty: 16362.268555
Iteration 80F: 28 clusters Score -2.839124e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351334 members 
Mstep: Class 4 contains 107139 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 24679 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 30125 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 24565 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 4661 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1317 members 
Mstep: Class 21 contains 41014 members 
Mstep: Class 22 contains 1253 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 128 members 
Mstep: Class 26 contains 390 members 
Mstep: Class 27 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391380.000000 Penalty: 16362.268555
Iteration 81Q: 28 clusters Score -2.839138e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351332 members 
Mstep: Class 4 contains 107160 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 24674 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 8 contains 30144 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 24566 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 40977 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 171 members 
Mstep: Class 24 contains 212 members 
Mstep: Class 25 contains 130 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391372.000000 Penalty: 16362.268555
Iteration 82Q: 28 clusters Score -2.839137e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351335 members 
Mstep: Class 4 contains 107163 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 24668 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 30153 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 24577 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 4654 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1349 members 
Mstep: Class 21 contains 40941 members 
Mstep: Class 22 contains 1253 members 
Mstep: Class 23 contains 169 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 132 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391406.000000 Penalty: 16362.268555
Iteration 83Q: 28 clusters Score -2.839141e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351321 members 
Mstep: Class 4 contains 107167 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 24669 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 30161 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 24588 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 40915 members 
Mstep: Class 22 contains 1253 members 
Mstep: Class 23 contains 171 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391404.000000 Penalty: 16362.268555
Iteration 84Q: 28 clusters Score -2.83914e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351312 members 
Mstep: Class 4 contains 107175 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 24670 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 30171 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 24594 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 40897 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 171 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 136 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391338.000000 Penalty: 16362.268555
Iteration 85Q: 28 clusters Score -2.839134e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351316 members 
Mstep: Class 4 contains 107172 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 24668 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30180 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 592 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 24609 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 40883 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 171 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391358.000000 Penalty: 16362.268555
Iteration 86Q: 28 clusters Score -2.839136e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351325 members 
Mstep: Class 4 contains 107166 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 24666 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30189 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 24618 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 40874 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 171 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391392.000000 Penalty: 16362.268555
Iteration 87Q: 28 clusters Score -2.839139e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351325 members 
Mstep: Class 4 contains 107164 members 
Mstep: Class 5 contains 2436 members 
Mstep: Class 6 contains 24668 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30199 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 455 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 24623 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 40866 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391378.000000 Penalty: 16362.268555
Iteration 88Q: 28 clusters Score -2.839138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351326 members 
Mstep: Class 4 contains 107166 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 24667 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30205 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 24624 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 40859 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391398.000000 Penalty: 16362.268555
Iteration 89Q: 28 clusters Score -2.83914e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351323 members 
Mstep: Class 4 contains 107162 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 24665 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30210 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 24632 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 40854 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 413 members 
Mstep: Class 27 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391402.000000 Penalty: 16362.268555
Iteration 90Q: 28 clusters Score -2.83914e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351321 members 
Mstep: Class 4 contains 107157 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 24663 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30214 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 24643 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 40843 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391394.000000 Penalty: 16362.268555
Iteration 91Q: 28 clusters Score -2.839139e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351320 members 
Mstep: Class 4 contains 107150 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 24662 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30216 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 40835 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391424.000000 Penalty: 16362.268555
Iteration 92Q: 28 clusters Score -2.839142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351319 members 
Mstep: Class 4 contains 107147 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 24662 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30221 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 24657 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 40825 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391410.000000 Penalty: 16362.268555
Iteration 93Q: 28 clusters Score -2.839141e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351321 members 
Mstep: Class 4 contains 107147 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 24661 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30227 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1264 members 
Mstep: Class 16 contains 24660 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 40819 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391410.000000 Penalty: 16362.268555
Iteration 94Q: 28 clusters Score -2.839141e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351318 members 
Mstep: Class 4 contains 107147 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30232 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1261 members 
Mstep: Class 16 contains 24672 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 40812 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391444.000000 Penalty: 16362.268555
Iteration 95Q: 28 clusters Score -2.839144e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351317 members 
Mstep: Class 4 contains 107151 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30238 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 17 contains 6734 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 40805 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391460.000000 Penalty: 16362.268555
Iteration 96Q: 28 clusters Score -2.839146e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351317 members 
Mstep: Class 4 contains 107155 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30245 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 24680 members 
Mstep: Class 17 contains 6731 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 40794 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391442.000000 Penalty: 16362.268555
Iteration 97Q: 28 clusters Score -2.839144e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351322 members 
Mstep: Class 4 contains 107153 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 24657 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30255 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 24683 members 
Mstep: Class 17 contains 6729 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1371 members 
Mstep: Class 21 contains 40782 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391450.000000 Penalty: 16362.268555
Iteration 98Q: 28 clusters Score -2.839145e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351329 members 
Mstep: Class 4 contains 107153 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1250 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 40769 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391488.000000 Penalty: 16362.268555
Iteration 99Q: 28 clusters Score -2.839149e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351335 members 
Mstep: Class 4 contains 107151 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 24659 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30271 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 24695 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 40760 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391506.000000 Penalty: 16362.268555
Iteration 100F: 28 clusters Score -2.839151e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351332 members 
Mstep: Class 4 contains 107151 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 24659 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30280 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 24700 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 40754 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391514.000000 Penalty: 16362.268555
Iteration 101Q: 28 clusters Score -2.839151e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351329 members 
Mstep: Class 4 contains 107153 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 24659 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30288 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24701 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1381 members 
Mstep: Class 21 contains 40751 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391488.000000 Penalty: 16362.268555
Iteration 102Q: 28 clusters Score -2.839149e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351330 members 
Mstep: Class 4 contains 107151 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 24659 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30295 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 16 contains 24705 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1384 members 
Mstep: Class 21 contains 40749 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391526.000000 Penalty: 16362.268555
Iteration 103Q: 28 clusters Score -2.839153e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351326 members 
Mstep: Class 4 contains 107149 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30303 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 16 contains 24707 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 40744 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391564.000000 Penalty: 16362.268555
Iteration 104Q: 28 clusters Score -2.839156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351335 members 
Mstep: Class 4 contains 107147 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30312 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24709 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1390 members 
Mstep: Class 21 contains 40734 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391556.000000 Penalty: 16362.268555
Iteration 105Q: 28 clusters Score -2.839156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351333 members 
Mstep: Class 4 contains 107149 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30318 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24713 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 4654 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1392 members 
Mstep: Class 21 contains 40718 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391550.000000 Penalty: 16362.268555
Iteration 106Q: 28 clusters Score -2.839155e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351348 members 
Mstep: Class 4 contains 107149 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 24653 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30322 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24716 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1392 members 
Mstep: Class 21 contains 40702 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391548.000000 Penalty: 16362.268555
Iteration 107Q: 28 clusters Score -2.839155e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351362 members 
Mstep: Class 4 contains 107146 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 24652 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30325 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40679 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391514.000000 Penalty: 16362.268555
Iteration 108Q: 28 clusters Score -2.839151e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351364 members 
Mstep: Class 4 contains 107144 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24652 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30333 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24728 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 4654 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40659 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391526.000000 Penalty: 16362.268555
Iteration 109Q: 28 clusters Score -2.839153e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351362 members 
Mstep: Class 4 contains 107145 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24650 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30343 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40642 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391508.000000 Penalty: 16362.268555
Iteration 110Q: 28 clusters Score -2.839151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351348 members 
Mstep: Class 4 contains 107149 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30358 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24733 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40630 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391532.000000 Penalty: 16362.268555
Iteration 111Q: 28 clusters Score -2.839153e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351335 members 
Mstep: Class 4 contains 107151 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30374 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24736 members 
Mstep: Class 17 contains 6717 members 
Mstep: Class 18 contains 4662 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40618 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391538.000000 Penalty: 16362.268555
Iteration 112Q: 28 clusters Score -2.839154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351325 members 
Mstep: Class 4 contains 107152 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30388 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 6717 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40610 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391540.000000 Penalty: 16362.268555
Iteration 113Q: 28 clusters Score -2.839154e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351309 members 
Mstep: Class 4 contains 107154 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30406 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24742 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40599 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391544.000000 Penalty: 16362.268555
Iteration 114Q: 28 clusters Score -2.839154e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351301 members 
Mstep: Class 4 contains 107156 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30421 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 24745 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40588 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391552.000000 Penalty: 16362.268555
Iteration 115Q: 28 clusters Score -2.839155e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351289 members 
Mstep: Class 4 contains 107162 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30435 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 24745 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40577 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391566.000000 Penalty: 16362.268555
Iteration 116Q: 28 clusters Score -2.839157e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351280 members 
Mstep: Class 4 contains 107167 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30449 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 24745 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40570 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391554.000000 Penalty: 16362.268555
Iteration 117Q: 28 clusters Score -2.839155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351267 members 
Mstep: Class 4 contains 107169 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30467 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 24746 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40565 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391566.000000 Penalty: 16362.268555
Iteration 118Q: 28 clusters Score -2.839157e+07 nChanged 40
Entering ConstructFrom: 
Score: -28391566.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -100116.445312 Penalty: 346.875702
	Iteration 0F: 2 clusters Score -100116.4 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 1066 members 
Entering Unmasked Estep 
Score: -98625.976562 Penalty: 693.751404
	Iteration 0F: 3 clusters Score -98625.98 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -99063.890625 Penalty: 693.751404
	Iteration 1F: 3 clusters Score -99063.89 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -99179.562500 Penalty: 693.751404
	Iteration 2F: 3 clusters Score -99179.56 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -99274.484375 Penalty: 693.751404
	Iteration 3F: 3 clusters Score -99274.48 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -99362.976562 Penalty: 693.751404
	Iteration 4F: 3 clusters Score -99362.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -99441.859375 Penalty: 693.751404
	Iteration 5Q: 3 clusters Score -99441.86 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -99534.820312 Penalty: 693.751404
	Iteration 6F: 3 clusters Score -99534.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -99592.242188 Penalty: 693.751404
	Iteration 7Q: 3 clusters Score -99592.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -99654.781250 Penalty: 693.751404
	Iteration 8Q: 3 clusters Score -99654.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -99691.179688 Penalty: 693.751404
	Iteration 9Q: 3 clusters Score -99691.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -99709.703125 Penalty: 693.751404
	Iteration 10Q: 3 clusters Score -99709.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -99720.359375 Penalty: 693.751404
	Iteration 11Q: 3 clusters Score -99720.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -99741.257812 Penalty: 693.751404
	Iteration 12Q: 3 clusters Score -99741.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -99756.976562 Penalty: 693.751404
	Iteration 13Q: 3 clusters Score -99756.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -99772.500000 Penalty: 693.751404
	Iteration 14Q: 3 clusters Score -99772.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -99784.304688 Penalty: 693.751404
	Iteration 15Q: 3 clusters Score -99784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -99789.695312 Penalty: 693.751404
	Iteration 16Q: 3 clusters Score -99789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -99793.890625 Penalty: 693.751404
	Iteration 17Q: 3 clusters Score -99793.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -99798.867188 Penalty: 693.751404
	Iteration 18Q: 3 clusters Score -99798.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -99802.203125 Penalty: 693.751404
	Iteration 19Q: 3 clusters Score -99802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -99806.289062 Penalty: 693.751404
	Iteration 20F: 3 clusters Score -99806.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -99809.531250 Penalty: 693.751404
	Iteration 21Q: 3 clusters Score -99809.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -99812.789062 Penalty: 693.751404
	Iteration 22Q: 3 clusters Score -99812.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -99813.851562 Penalty: 693.751404
	Iteration 23Q: 3 clusters Score -99813.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -99813.851562 Penalty: 693.751404
	Iteration 24F: 3 clusters Score -99813.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -117018.937500 Penalty: 354.269226
	Iteration 0F: 2 clusters Score -117018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -115328.835938 Penalty: 708.538452
	Iteration 0F: 3 clusters Score -115328.8 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -115883.671875 Penalty: 708.538452
	Iteration 1F: 3 clusters Score -115883.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -115956.312500 Penalty: 708.538452
	Iteration 2F: 3 clusters Score -115956.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -116019.539062 Penalty: 708.538452
	Iteration 3F: 3 clusters Score -116019.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -116083.484375 Penalty: 708.538452
	Iteration 4F: 3 clusters Score -116083.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -116161.328125 Penalty: 708.538452
	Iteration 5F: 3 clusters Score -116161.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -116251.757812 Penalty: 708.538452
	Iteration 6F: 3 clusters Score -116251.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116360.796875 Penalty: 708.538452
	Iteration 7F: 3 clusters Score -116360.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116473.679688 Penalty: 708.538452
	Iteration 8F: 3 clusters Score -116473.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -116562.070312 Penalty: 708.538452
	Iteration 9Q: 3 clusters Score -116562.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -116640.820312 Penalty: 708.538452
	Iteration 10Q: 3 clusters Score -116640.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -116688.007812 Penalty: 708.538452
	Iteration 11Q: 3 clusters Score -116688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -116719.039062 Penalty: 708.538452
	Iteration 12Q: 3 clusters Score -116719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -116733.148438 Penalty: 708.538452
	Iteration 13Q: 3 clusters Score -116733.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -116747.500000 Penalty: 708.538452
	Iteration 14Q: 3 clusters Score -116747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -116753.203125 Penalty: 708.538452
	Iteration 15Q: 3 clusters Score -116753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -116757.304688 Penalty: 708.538452
	Iteration 16Q: 3 clusters Score -116757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -116762.476562 Penalty: 708.538452
	Iteration 17Q: 3 clusters Score -116762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -116763.906250 Penalty: 708.538452
	Iteration 18Q: 3 clusters Score -116763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -116764.828125 Penalty: 708.538452
	Iteration 19Q: 3 clusters Score -116764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -116766.312500 Penalty: 708.538452
	Iteration 20F: 3 clusters Score -116766.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (351244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351244 members 
Entering Unmasked Estep 
Score: -16739218.000000 Penalty: 581.000244
	Iteration 0F: 2 clusters Score -1.673922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175381 members 
Mstep: Class 2 contains 175863 members 
Entering Unmasked Estep 
Score: -16510087.000000 Penalty: 1162.000488
	Iteration 0F: 3 clusters Score -1.651009e+07 nChanged 173171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172664 members 
Mstep: Class 2 contains 178580 members 
Entering Unmasked Estep 
Score: -16616330.000000 Penalty: 1162.000488
	Iteration 1F: 3 clusters Score -1.661633e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -16621100.000000 Penalty: 1162.000488
	Iteration 2Q: 3 clusters Score -1.66211e+07 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164884 members 
Mstep: Class 2 contains 186360 members 
Entering Unmasked Estep 
Score: -16628519.000000 Penalty: 1162.000488
	Iteration 3Q: 3 clusters Score -1.662852e+07 nChanged 19311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157867 members 
Mstep: Class 2 contains 193377 members 
Entering Unmasked Estep 
Score: -16640264.000000 Penalty: 1162.000488
	Iteration 4F: 3 clusters Score -1.664026e+07 nChanged 22880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 201227 members 
Entering Unmasked Estep 
Score: -16658108.000000 Penalty: 1162.000488
	Iteration 5F: 3 clusters Score -1.665811e+07 nChanged 24553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143532 members 
Mstep: Class 2 contains 207712 members 
Entering Unmasked Estep 
Score: -16677142.000000 Penalty: 1162.000488
	Iteration 6F: 3 clusters Score -1.667714e+07 nChanged 20843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139965 members 
Mstep: Class 2 contains 211279 members 
Entering Unmasked Estep 
Score: -16688365.000000 Penalty: 1162.000488
	Iteration 7F: 3 clusters Score -1.668836e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138172 members 
Mstep: Class 2 contains 213072 members 
Entering Unmasked Estep 
Score: -16691821.000000 Penalty: 1162.000488
	Iteration 8Q: 3 clusters Score -1.669182e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 214453 members 
Entering Unmasked Estep 
Score: -16692774.000000 Penalty: 1162.000488
	Iteration 9Q: 3 clusters Score -1.669277e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135483 members 
Mstep: Class 2 contains 215761 members 
Entering Unmasked Estep 
Score: -16693025.000000 Penalty: 1162.000488
	Iteration 10Q: 3 clusters Score -1.669302e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134218 members 
Mstep: Class 2 contains 217026 members 
Entering Unmasked Estep 
Score: -16693349.000000 Penalty: 1162.000488
	Iteration 11Q: 3 clusters Score -1.669335e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 218283 members 
Entering Unmasked Estep 
Score: -16693525.000000 Penalty: 1162.000488
	Iteration 12Q: 3 clusters Score -1.669352e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 219737 members 
Entering Unmasked Estep 
Score: -16693803.000000 Penalty: 1162.000488
	Iteration 13Q: 3 clusters Score -1.66938e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130019 members 
Mstep: Class 2 contains 221225 members 
Entering Unmasked Estep 
Score: -16694045.000000 Penalty: 1162.000488
	Iteration 14Q: 3 clusters Score -1.669404e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Mstep: Class 2 contains 222683 members 
Entering Unmasked Estep 
Score: -16694256.000000 Penalty: 1162.000488
	Iteration 15Q: 3 clusters Score -1.669426e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 224247 members 
Entering Unmasked Estep 
Score: -16694567.000000 Penalty: 1162.000488
	Iteration 16Q: 3 clusters Score -1.669457e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125377 members 
Mstep: Class 2 contains 225867 members 
Entering Unmasked Estep 
Score: -16694819.000000 Penalty: 1162.000488
	Iteration 17Q: 3 clusters Score -1.669482e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123762 members 
Mstep: Class 2 contains 227482 members 
Entering Unmasked Estep 
Score: -16695111.000000 Penalty: 1162.000488
	Iteration 18Q: 3 clusters Score -1.669511e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 229118 members 
Entering Unmasked Estep 
Score: -16695420.000000 Penalty: 1162.000488
	Iteration 19Q: 3 clusters Score -1.669542e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 230944 members 
Entering Unmasked Estep 
Score: -16695725.000000 Penalty: 1162.000488
	Iteration 20F: 3 clusters Score -1.669572e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 232868 members 
Entering Unmasked Estep 
Score: -16695885.000000 Penalty: 1162.000488
	Iteration 21Q: 3 clusters Score -1.669588e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116415 members 
Mstep: Class 2 contains 234829 members 
Entering Unmasked Estep 
Score: -16696200.000000 Penalty: 1162.000488
	Iteration 22Q: 3 clusters Score -1.66962e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114361 members 
Mstep: Class 2 contains 236883 members 
Entering Unmasked Estep 
Score: -16696742.000000 Penalty: 1162.000488
	Iteration 23Q: 3 clusters Score -1.669674e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112200 members 
Mstep: Class 2 contains 239044 members 
Entering Unmasked Estep 
Score: -16697073.000000 Penalty: 1162.000488
	Iteration 24Q: 3 clusters Score -1.669707e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 241295 members 
Entering Unmasked Estep 
Score: -16697407.000000 Penalty: 1162.000488
	Iteration 25Q: 3 clusters Score -1.669741e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107568 members 
Mstep: Class 2 contains 243676 members 
Entering Unmasked Estep 
Score: -16697705.000000 Penalty: 1162.000488
	Iteration 26Q: 3 clusters Score -1.66977e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 246177 members 
Entering Unmasked Estep 
Score: -16698069.000000 Penalty: 1162.000488
	Iteration 27Q: 3 clusters Score -1.669807e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 248684 members 
Entering Unmasked Estep 
Score: -16698503.000000 Penalty: 1162.000488
	Iteration 28Q: 3 clusters Score -1.66985e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99930 members 
Mstep: Class 2 contains 251314 members 
Entering Unmasked Estep 
Score: -16698856.000000 Penalty: 1162.000488
	Iteration 29Q: 3 clusters Score -1.669886e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 254143 members 
Entering Unmasked Estep 
Score: -16699515.000000 Penalty: 1162.000488
	Iteration 30Q: 3 clusters Score -1.669952e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 257125 members 
Entering Unmasked Estep 
Score: -16700114.000000 Penalty: 1162.000488
	Iteration 31Q: 3 clusters Score -1.670011e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 260212 members 
Entering Unmasked Estep 
Score: -16700681.000000 Penalty: 1162.000488
	Iteration 32Q: 3 clusters Score -1.670068e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 263473 members 
Entering Unmasked Estep 
Score: -16701328.000000 Penalty: 1162.000488
	Iteration 33Q: 3 clusters Score -1.670133e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 266929 members 
Entering Unmasked Estep 
Score: -16702102.000000 Penalty: 1162.000488
	Iteration 34Q: 3 clusters Score -1.67021e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 270365 members 
Entering Unmasked Estep 
Score: -16703060.000000 Penalty: 1162.000488
	Iteration 35Q: 3 clusters Score -1.670306e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 273966 members 
Entering Unmasked Estep 
Score: -16704123.000000 Penalty: 1162.000488
	Iteration 36Q: 3 clusters Score -1.670412e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 277675 members 
Entering Unmasked Estep 
Score: -16705285.000000 Penalty: 1162.000488
	Iteration 37Q: 3 clusters Score -1.670528e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 281564 members 
Entering Unmasked Estep 
Score: -16706631.000000 Penalty: 1162.000488
	Iteration 38Q: 3 clusters Score -1.670663e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 285527 members 
Entering Unmasked Estep 
Score: -16707942.000000 Penalty: 1162.000488
	Iteration 39Q: 3 clusters Score -1.670794e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 289578 members 
Entering Unmasked Estep 
Score: -16710651.000000 Penalty: 1162.000488
	Iteration 40F: 3 clusters Score -1.671065e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 294143 members 
Entering Unmasked Estep 
Score: -16714014.000000 Penalty: 1162.000488
	Iteration 41Q: 3 clusters Score -1.671401e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 299372 members 
Entering Unmasked Estep 
Score: -16717320.000000 Penalty: 1162.000488
	Iteration 42Q: 3 clusters Score -1.671732e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 305095 members 
Entering Unmasked Estep 
Score: -16720676.000000 Penalty: 1162.000488
	Iteration 43Q: 3 clusters Score -1.672068e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 311509 members 
Entering Unmasked Estep 
Score: -16723997.000000 Penalty: 1162.000488
	Iteration 44Q: 3 clusters Score -1.6724e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 318366 members 
Entering Unmasked Estep 
Score: -16727154.000000 Penalty: 1162.000488
	Iteration 45Q: 3 clusters Score -1.672715e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 325208 members 
Entering Unmasked Estep 
Score: -16729544.000000 Penalty: 1162.000488
	Iteration 46Q: 3 clusters Score -1.672954e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 331743 members 
Entering Unmasked Estep 
Score: -16732088.000000 Penalty: 1162.000488
	Iteration 47Q: 3 clusters Score -1.673209e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 337680 members 
Entering Unmasked Estep 
Score: -16734429.000000 Penalty: 1162.000488
	Iteration 48Q: 3 clusters Score -1.673443e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 342655 members 
Entering Unmasked Estep 
Score: -16736241.000000 Penalty: 1162.000488
	Iteration 49Q: 3 clusters Score -1.673624e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 346276 members 
Entering Unmasked Estep 
Score: -16737407.000000 Penalty: 1162.000488
	Iteration 50Q: 3 clusters Score -1.673741e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 348497 members 
Entering Unmasked Estep 
Score: -16738163.000000 Penalty: 1162.000488
	Iteration 51Q: 3 clusters Score -1.673816e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 349708 members 
Entering Unmasked Estep 
Score: -16738508.000000 Penalty: 1162.000488
	Iteration 52Q: 3 clusters Score -1.673851e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 350352 members 
Entering Unmasked Estep 
Score: -16738586.000000 Penalty: 1162.000488
	Iteration 53Q: 3 clusters Score -1.673859e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 350666 members 
Entering Unmasked Estep 
Score: -16738658.000000 Penalty: 1162.000488
	Iteration 54Q: 3 clusters Score -1.673866e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 350815 members 
Entering Unmasked Estep 
Score: -16738681.000000 Penalty: 1162.000488
	Iteration 55Q: 3 clusters Score -1.673868e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 350906 members 
Entering Unmasked Estep 
Score: -16738687.000000 Penalty: 1162.000488
	Iteration 56Q: 3 clusters Score -1.673869e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 350967 members 
Entering Unmasked Estep 
Score: -16738709.000000 Penalty: 1162.000488
	Iteration 57Q: 3 clusters Score -1.673871e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 351005 members 
Entering Unmasked Estep 
Score: -16738755.000000 Penalty: 1162.000488
	Iteration 58Q: 3 clusters Score -1.673876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 351031 members 
Entering Unmasked Estep 
Score: -16738762.000000 Penalty: 1162.000488
	Iteration 59Q: 3 clusters Score -1.673876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 351047 members 
Entering Unmasked Estep 
Score: -16738753.000000 Penalty: 1162.000488
	Iteration 60F: 3 clusters Score -1.673875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 351052 members 
Entering Unmasked Estep 
Score: -16738777.000000 Penalty: 1162.000488
	Iteration 61Q: 3 clusters Score -1.673878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 351057 members 
Entering Unmasked Estep 
Score: -16738784.000000 Penalty: 1162.000488
	Iteration 62Q: 3 clusters Score -1.673878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 351061 members 
Entering Unmasked Estep 
Score: -16738777.000000 Penalty: 1162.000488
	Iteration 63Q: 3 clusters Score -1.673878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 351066 members 
Entering Unmasked Estep 
Score: -16738786.000000 Penalty: 1162.000488
	Iteration 64Q: 3 clusters Score -1.673879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 351067 members 
Entering Unmasked Estep 
Score: -16738794.000000 Penalty: 1162.000488
	Iteration 65Q: 3 clusters Score -1.673879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 351067 members 
Entering Unmasked Estep 
Score: -16738794.000000 Penalty: 1162.000488
	Iteration 66F: 3 clusters Score -1.673879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Entering Unmasked Estep 
Score: -5253902.500000 Penalty: 526.990906
	Iteration 0F: 2 clusters Score -5253902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -5181468.000000 Penalty: 1053.981812
	Iteration 0F: 3 clusters Score -5181468 nChanged 52349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -5212877.500000 Penalty: 1053.981812
	Iteration 1F: 3 clusters Score -5212878 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -5213949.000000 Penalty: 1053.981812
	Iteration 2Q: 3 clusters Score -5213949 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -5215622.000000 Penalty: 1053.981812
	Iteration 3Q: 3 clusters Score -5215622 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5218354.000000 Penalty: 1053.981812
	Iteration 4Q: 3 clusters Score -5218354 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5222292.000000 Penalty: 1053.981812
	Iteration 5F: 3 clusters Score -5222292 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -5227199.500000 Penalty: 1053.981812
	Iteration 6F: 3 clusters Score -5227200 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -5232298.000000 Penalty: 1053.981812
	Iteration 7F: 3 clusters Score -5232298 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5236874.000000 Penalty: 1053.981812
	Iteration 8F: 3 clusters Score -5236874 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5240774.000000 Penalty: 1053.981812
	Iteration 9Q: 3 clusters Score -5240774 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94917 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -5244304.000000 Penalty: 1053.981812
	Iteration 10Q: 3 clusters Score -5244304 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -5247180.500000 Penalty: 1053.981812
	Iteration 11Q: 3 clusters Score -5247180 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -5249487.500000 Penalty: 1053.981812
	Iteration 12Q: 3 clusters Score -5249488 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104043 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5251173.000000 Penalty: 1053.981812
	Iteration 13Q: 3 clusters Score -5251173 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5252297.000000 Penalty: 1053.981812
	Iteration 14Q: 3 clusters Score -5252297 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106310 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5252876.500000 Penalty: 1053.981812
	Iteration 15Q: 3 clusters Score -5252876 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5253124.000000 Penalty: 1053.981812
	Iteration 16Q: 3 clusters Score -5253124 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5253265.000000 Penalty: 1053.981812
	Iteration 17Q: 3 clusters Score -5253265 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5253345.500000 Penalty: 1053.981812
	Iteration 18Q: 3 clusters Score -5253346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5253389.500000 Penalty: 1053.981812
	Iteration 19Q: 3 clusters Score -5253390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5253400.500000 Penalty: 1053.981812
	Iteration 20F: 3 clusters Score -5253400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5253412.000000 Penalty: 1053.981812
	Iteration 21Q: 3 clusters Score -5253412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107061 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5253422.500000 Penalty: 1053.981812
	Iteration 22Q: 3 clusters Score -5253422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5253431.000000 Penalty: 1053.981812
	Iteration 23Q: 3 clusters Score -5253431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107072 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5253440.000000 Penalty: 1053.981812
	Iteration 24Q: 3 clusters Score -5253440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5253444.000000 Penalty: 1053.981812
	Iteration 25Q: 3 clusters Score -5253444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5253450.500000 Penalty: 1053.981812
	Iteration 26Q: 3 clusters Score -5253450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107085 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5253453.000000 Penalty: 1053.981812
	Iteration 27Q: 3 clusters Score -5253453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5253453.500000 Penalty: 1053.981812
	Iteration 28Q: 3 clusters Score -5253454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5253458.500000 Penalty: 1053.981812
	Iteration 29Q: 3 clusters Score -5253458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5253461.000000 Penalty: 1053.981812
	Iteration 30Q: 3 clusters Score -5253461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107093 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5253461.000000 Penalty: 1053.981812
	Iteration 31F: 3 clusters Score -5253461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -117621.960938 Penalty: 354.981903
	Iteration 0F: 2 clusters Score -117622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -115892.007812 Penalty: 709.963806
	Iteration 0F: 3 clusters Score -115892 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116518.906250 Penalty: 709.963806
	Iteration 1F: 3 clusters Score -116518.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -116702.835938 Penalty: 709.963806
	Iteration 2F: 3 clusters Score -116702.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -116890.070312 Penalty: 709.963806
	Iteration 3F: 3 clusters Score -116890.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -117015.250000 Penalty: 709.963806
	Iteration 4F: 3 clusters Score -117015.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -117121.890625 Penalty: 709.963806
	Iteration 5F: 3 clusters Score -117121.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117201.164062 Penalty: 709.963806
	Iteration 6Q: 3 clusters Score -117201.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -117249.234375 Penalty: 709.963806
	Iteration 7Q: 3 clusters Score -117249.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117292.039062 Penalty: 709.963806
	Iteration 8Q: 3 clusters Score -117292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117323.742188 Penalty: 709.963806
	Iteration 9Q: 3 clusters Score -117323.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117363.835938 Penalty: 709.963806
	Iteration 10Q: 3 clusters Score -117363.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117398.437500 Penalty: 709.963806
	Iteration 11Q: 3 clusters Score -117398.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117419.773438 Penalty: 709.963806
	Iteration 12Q: 3 clusters Score -117419.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117441.960938 Penalty: 709.963806
	Iteration 13Q: 3 clusters Score -117442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117461.976562 Penalty: 709.963806
	Iteration 14Q: 3 clusters Score -117462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117475.328125 Penalty: 709.963806
	Iteration 15Q: 3 clusters Score -117475.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117481.242188 Penalty: 709.963806
	Iteration 16Q: 3 clusters Score -117481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117483.679688 Penalty: 709.963806
	Iteration 17Q: 3 clusters Score -117483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -117484.671875 Penalty: 709.963806
	Iteration 18Q: 3 clusters Score -117484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117485.789062 Penalty: 709.963806
	Iteration 19Q: 3 clusters Score -117485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -117487.289062 Penalty: 709.963806
	Iteration 20F: 3 clusters Score -117487.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117488.078125 Penalty: 709.963806
	Iteration 21Q: 3 clusters Score -117488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117490.031250 Penalty: 709.963806
	Iteration 22Q: 3 clusters Score -117490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117491.062500 Penalty: 709.963806
	Iteration 23Q: 3 clusters Score -117491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -117491.328125 Penalty: 709.963806
	Iteration 24Q: 3 clusters Score -117491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -117492.101562 Penalty: 709.963806
	Iteration 25Q: 3 clusters Score -117492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -117493.343750 Penalty: 709.963806
	Iteration 26Q: 3 clusters Score -117493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -117494.726562 Penalty: 709.963806
	Iteration 27Q: 3 clusters Score -117494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -117495.781250 Penalty: 709.963806
	Iteration 28Q: 3 clusters Score -117495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -117497.789062 Penalty: 709.963806
	Iteration 29Q: 3 clusters Score -117497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -117498.617188 Penalty: 709.963806
	Iteration 30Q: 3 clusters Score -117498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -117498.960938 Penalty: 709.963806
	Iteration 31Q: 3 clusters Score -117499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -117499.023438 Penalty: 709.963806
	Iteration 32Q: 3 clusters Score -117499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -117499.023438 Penalty: 709.963806
	Iteration 33F: 3 clusters Score -117499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Entering Unmasked Estep 
Score: -1253264.750000 Penalty: 460.122070
	Iteration 0F: 2 clusters Score -1253265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1236840.125000 Penalty: 920.244141
	Iteration 0F: 3 clusters Score -1236840 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1243893.500000 Penalty: 920.244141
	Iteration 1F: 3 clusters Score -1243894 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1244275.500000 Penalty: 920.244141
	Iteration 2Q: 3 clusters Score -1244276 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1244752.500000 Penalty: 920.244141
	Iteration 3Q: 3 clusters Score -1244752 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1245360.250000 Penalty: 920.244141
	Iteration 4Q: 3 clusters Score -1245360 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1246144.000000 Penalty: 920.244141
	Iteration 5F: 3 clusters Score -1246144 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1247191.875000 Penalty: 920.244141
	Iteration 6F: 3 clusters Score -1247192 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1248288.000000 Penalty: 920.244141
	Iteration 7F: 3 clusters Score -1248288 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1249286.500000 Penalty: 920.244141
	Iteration 8F: 3 clusters Score -1249286 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -1250112.125000 Penalty: 920.244141
	Iteration 9Q: 3 clusters Score -1250112 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -1250721.625000 Penalty: 920.244141
	Iteration 10Q: 3 clusters Score -1250722 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -1251170.125000 Penalty: 920.244141
	Iteration 11Q: 3 clusters Score -1251170 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -1251553.750000 Penalty: 920.244141
	Iteration 12Q: 3 clusters Score -1251554 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -1251890.625000 Penalty: 920.244141
	Iteration 13Q: 3 clusters Score -1251891 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -1252178.625000 Penalty: 920.244141
	Iteration 14Q: 3 clusters Score -1252179 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -1252392.500000 Penalty: 920.244141
	Iteration 15Q: 3 clusters Score -1252392 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -1252552.125000 Penalty: 920.244141
	Iteration 16Q: 3 clusters Score -1252552 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -1252667.500000 Penalty: 920.244141
	Iteration 17Q: 3 clusters Score -1252668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -1252737.250000 Penalty: 920.244141
	Iteration 18Q: 3 clusters Score -1252737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -1252788.375000 Penalty: 920.244141
	Iteration 19Q: 3 clusters Score -1252788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -1252822.625000 Penalty: 920.244141
	Iteration 20F: 3 clusters Score -1252823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -1252837.500000 Penalty: 920.244141
	Iteration 21Q: 3 clusters Score -1252838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -1252855.000000 Penalty: 920.244141
	Iteration 22Q: 3 clusters Score -1252855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -1252867.875000 Penalty: 920.244141
	Iteration 23Q: 3 clusters Score -1252868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -1252877.750000 Penalty: 920.244141
	Iteration 24Q: 3 clusters Score -1252878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -1252884.625000 Penalty: 920.244141
	Iteration 25Q: 3 clusters Score -1252885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -1252888.375000 Penalty: 920.244141
	Iteration 26Q: 3 clusters Score -1252888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -1252889.250000 Penalty: 920.244141
	Iteration 27Q: 3 clusters Score -1252889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -1252891.625000 Penalty: 920.244141
	Iteration 28Q: 3 clusters Score -1252892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -1252892.250000 Penalty: 920.244141
	Iteration 29Q: 3 clusters Score -1252892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -1252894.375000 Penalty: 920.244141
	Iteration 30Q: 3 clusters Score -1252894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -1252894.625000 Penalty: 920.244141
	Iteration 31Q: 3 clusters Score -1252895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -1252895.250000 Penalty: 920.244141
	Iteration 32Q: 3 clusters Score -1252895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -1252896.375000 Penalty: 920.244141
	Iteration 33Q: 3 clusters Score -1252896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -1252896.375000 Penalty: 920.244141
	Iteration 34F: 3 clusters Score -1252896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -6455.181641 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -6455.182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6185.556641 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -6185.557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6234.483887 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -6234.484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6251.242676 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -6251.243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6264.363281 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -6264.363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6274.383301 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -6274.383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6288.322266 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -6288.322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6295.448242 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -6295.448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6300.160645 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -6300.161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6302.269043 Penalty: 465.190857
	Iteration 8Q: 3 clusters Score -6302.269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6302.639160 Penalty: 465.190857
	Iteration 9Q: 3 clusters Score -6302.639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6302.639160 Penalty: 465.190857
	Iteration 10F: 3 clusters Score -6302.639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Entering Unmasked Estep 
Score: -1552498.625000 Penalty: 469.794525
	Iteration 0F: 2 clusters Score -1552499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1531929.250000 Penalty: 939.589050
	Iteration 0F: 3 clusters Score -1531929 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1540436.000000 Penalty: 939.589050
	Iteration 1F: 3 clusters Score -1540436 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1541000.625000 Penalty: 939.589050
	Iteration 2Q: 3 clusters Score -1541001 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1541906.375000 Penalty: 939.589050
	Iteration 3Q: 3 clusters Score -1541906 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1543291.500000 Penalty: 939.589050
	Iteration 4F: 3 clusters Score -1543292 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1545048.875000 Penalty: 939.589050
	Iteration 5F: 3 clusters Score -1545049 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1546847.125000 Penalty: 939.589050
	Iteration 6F: 3 clusters Score -1546847 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1548004.500000 Penalty: 939.589050
	Iteration 7F: 3 clusters Score -1548004 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1548481.375000 Penalty: 939.589050
	Iteration 8Q: 3 clusters Score -1548481 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1548692.875000 Penalty: 939.589050
	Iteration 9Q: 3 clusters Score -1548693 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1548810.000000 Penalty: 939.589050
	Iteration 10Q: 3 clusters Score -1548810 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1548907.875000 Penalty: 939.589050
	Iteration 11Q: 3 clusters Score -1548908 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -1548998.250000 Penalty: 939.589050
	Iteration 12Q: 3 clusters Score -1548998 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -1549075.625000 Penalty: 939.589050
	Iteration 13Q: 3 clusters Score -1549076 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1549142.750000 Penalty: 939.589050
	Iteration 14Q: 3 clusters Score -1549143 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1549189.750000 Penalty: 939.589050
	Iteration 15Q: 3 clusters Score -1549190 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1549228.500000 Penalty: 939.589050
	Iteration 16Q: 3 clusters Score -1549228 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -1549264.750000 Penalty: 939.589050
	Iteration 17Q: 3 clusters Score -1549265 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1549300.125000 Penalty: 939.589050
	Iteration 18Q: 3 clusters Score -1549300 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1549333.125000 Penalty: 939.589050
	Iteration 19Q: 3 clusters Score -1549333 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -1549365.000000 Penalty: 939.589050
	Iteration 20F: 3 clusters Score -1549365 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1549401.125000 Penalty: 939.589050
	Iteration 21Q: 3 clusters Score -1549401 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1549433.250000 Penalty: 939.589050
	Iteration 22Q: 3 clusters Score -1549433 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -1549469.125000 Penalty: 939.589050
	Iteration 23Q: 3 clusters Score -1549469 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -1549492.375000 Penalty: 939.589050
	Iteration 24Q: 3 clusters Score -1549492 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1549535.500000 Penalty: 939.589050
	Iteration 25Q: 3 clusters Score -1549536 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -1549568.250000 Penalty: 939.589050
	Iteration 26Q: 3 clusters Score -1549568 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -1549626.375000 Penalty: 939.589050
	Iteration 27Q: 3 clusters Score -1549626 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -1549654.000000 Penalty: 939.589050
	Iteration 28Q: 3 clusters Score -1549654 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1549685.750000 Penalty: 939.589050
	Iteration 29Q: 3 clusters Score -1549686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -1549732.125000 Penalty: 939.589050
	Iteration 30Q: 3 clusters Score -1549732 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -1549775.375000 Penalty: 939.589050
	Iteration 31Q: 3 clusters Score -1549775 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -1549814.375000 Penalty: 939.589050
	Iteration 32Q: 3 clusters Score -1549814 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -1549857.000000 Penalty: 939.589050
	Iteration 33Q: 3 clusters Score -1549857 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -1549894.125000 Penalty: 939.589050
	Iteration 34Q: 3 clusters Score -1549894 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -1549930.375000 Penalty: 939.589050
	Iteration 35Q: 3 clusters Score -1549930 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -1549973.500000 Penalty: 939.589050
	Iteration 36Q: 3 clusters Score -1549974 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1550017.250000 Penalty: 939.589050
	Iteration 37Q: 3 clusters Score -1550017 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -1550065.375000 Penalty: 939.589050
	Iteration 38Q: 3 clusters Score -1550065 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -1550136.375000 Penalty: 939.589050
	Iteration 39Q: 3 clusters Score -1550136 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1550210.625000 Penalty: 939.589050
	Iteration 40F: 3 clusters Score -1550211 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -1550299.875000 Penalty: 939.589050
	Iteration 41Q: 3 clusters Score -1550300 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -1550380.000000 Penalty: 939.589050
	Iteration 42Q: 3 clusters Score -1550380 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -1550497.375000 Penalty: 939.589050
	Iteration 43Q: 3 clusters Score -1550497 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -1550610.000000 Penalty: 939.589050
	Iteration 44Q: 3 clusters Score -1550610 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -1550706.375000 Penalty: 939.589050
	Iteration 45Q: 3 clusters Score -1550706 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -1550815.625000 Penalty: 939.589050
	Iteration 46Q: 3 clusters Score -1550816 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -1550940.375000 Penalty: 939.589050
	Iteration 47Q: 3 clusters Score -1550940 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -1551078.000000 Penalty: 939.589050
	Iteration 48Q: 3 clusters Score -1551078 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -1551212.625000 Penalty: 939.589050
	Iteration 49Q: 3 clusters Score -1551213 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -1551322.000000 Penalty: 939.589050
	Iteration 50Q: 3 clusters Score -1551322 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1551435.000000 Penalty: 939.589050
	Iteration 51Q: 3 clusters Score -1551435 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -1551540.375000 Penalty: 939.589050
	Iteration 52Q: 3 clusters Score -1551540 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -1551639.625000 Penalty: 939.589050
	Iteration 53Q: 3 clusters Score -1551640 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -1551718.750000 Penalty: 939.589050
	Iteration 54Q: 3 clusters Score -1551719 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -1551781.750000 Penalty: 939.589050
	Iteration 55Q: 3 clusters Score -1551782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -1551837.250000 Penalty: 939.589050
	Iteration 56Q: 3 clusters Score -1551837 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -1551874.250000 Penalty: 939.589050
	Iteration 57Q: 3 clusters Score -1551874 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -1551903.750000 Penalty: 939.589050
	Iteration 58Q: 3 clusters Score -1551904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -1551924.750000 Penalty: 939.589050
	Iteration 59Q: 3 clusters Score -1551925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -1551946.250000 Penalty: 939.589050
	Iteration 60F: 3 clusters Score -1551946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -1551964.125000 Penalty: 939.589050
	Iteration 61Q: 3 clusters Score -1551964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -1551984.625000 Penalty: 939.589050
	Iteration 62Q: 3 clusters Score -1551985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -1551996.625000 Penalty: 939.589050
	Iteration 63Q: 3 clusters Score -1551997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -1552010.250000 Penalty: 939.589050
	Iteration 64Q: 3 clusters Score -1552010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -1552017.125000 Penalty: 939.589050
	Iteration 65Q: 3 clusters Score -1552017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -1552032.125000 Penalty: 939.589050
	Iteration 66Q: 3 clusters Score -1552032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -1552045.000000 Penalty: 939.589050
	Iteration 67Q: 3 clusters Score -1552045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -1552052.250000 Penalty: 939.589050
	Iteration 68Q: 3 clusters Score -1552052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -1552063.000000 Penalty: 939.589050
	Iteration 69Q: 3 clusters Score -1552063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -1552074.750000 Penalty: 939.589050
	Iteration 70Q: 3 clusters Score -1552075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -1552084.500000 Penalty: 939.589050
	Iteration 71Q: 3 clusters Score -1552084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -1552090.125000 Penalty: 939.589050
	Iteration 72Q: 3 clusters Score -1552090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -1552093.125000 Penalty: 939.589050
	Iteration 73Q: 3 clusters Score -1552093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -1552098.875000 Penalty: 939.589050
	Iteration 74Q: 3 clusters Score -1552099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -1552102.500000 Penalty: 939.589050
	Iteration 75Q: 3 clusters Score -1552102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -1552105.500000 Penalty: 939.589050
	Iteration 76Q: 3 clusters Score -1552106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -1552109.125000 Penalty: 939.589050
	Iteration 77Q: 3 clusters Score -1552109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -1552111.625000 Penalty: 939.589050
	Iteration 78Q: 3 clusters Score -1552112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -1552116.625000 Penalty: 939.589050
	Iteration 79Q: 3 clusters Score -1552117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -1552119.250000 Penalty: 939.589050
	Iteration 80F: 3 clusters Score -1552119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -1552121.125000 Penalty: 939.589050
	Iteration 81Q: 3 clusters Score -1552121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -1552119.375000 Penalty: 939.589050
	Iteration 82Q: 3 clusters Score -1552119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -1552127.125000 Penalty: 939.589050
	Iteration 83Q: 3 clusters Score -1552127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -1552124.375000 Penalty: 939.589050
	Iteration 84Q: 3 clusters Score -1552124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -1552125.750000 Penalty: 939.589050
	Iteration 85Q: 3 clusters Score -1552126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -1552129.125000 Penalty: 939.589050
	Iteration 86Q: 3 clusters Score -1552129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -1552127.375000 Penalty: 939.589050
	Iteration 87Q: 3 clusters Score -1552127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -1552128.000000 Penalty: 939.589050
	Iteration 88Q: 3 clusters Score -1552128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -1552127.250000 Penalty: 939.589050
	Iteration 89Q: 3 clusters Score -1552127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -1552127.500000 Penalty: 939.589050
	Iteration 90Q: 3 clusters Score -1552128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -1552129.375000 Penalty: 939.589050
	Iteration 91Q: 3 clusters Score -1552129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -1552129.625000 Penalty: 939.589050
	Iteration 92Q: 3 clusters Score -1552130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -1552129.375000 Penalty: 939.589050
	Iteration 93Q: 3 clusters Score -1552129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -1552129.000000 Penalty: 939.589050
	Iteration 94Q: 3 clusters Score -1552129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -1552129.000000 Penalty: 939.589050
	Iteration 95F: 3 clusters Score -1552129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -8370.850586 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -8370.851 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 102 members 
Entering Unmasked Estep 
Score: -8108.815918 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -8108.816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8213.939453 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -8213.939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8254.032227 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -8254.032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8280.226562 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -8280.227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8294.910156 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -8294.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8302.011719 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -8302.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8305.123047 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -8305.123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8306.720703 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -8306.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8306.720703 Penalty: 486.152405
	Iteration 8F: 3 clusters Score -8306.721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -18624.406250 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -18624.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18190.574219 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -18190.57 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18347.076172 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -18347.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18408.710938 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -18408.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18467.031250 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -18467.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18527.744141 Penalty: 556.345093
	Iteration 4F: 3 clusters Score -18527.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18561.376953 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -18561.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18597.552734 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -18597.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18698.550781 Penalty: 556.345093
	Iteration 7F: 3 clusters Score -18698.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18896.771484 Penalty: 556.345093
	Iteration 8F: 3 clusters Score -18896.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18996.082031 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -18996.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19007.351562 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -19007.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19007.351562 Penalty: 556.345093
	Iteration 11F: 3 clusters Score -19007.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351244 members 
Mstep: Class 4 contains 107175 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30490 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40559 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 336 members 
Entering Unmasked Estep 
Score: -28391540.000000 Penalty: 16968.279297
Splitting cluster 10 changes total score from -28391566.000000 to -28391540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -23647.441406 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -23647.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23142.529297 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -23142.53 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23409.406250 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -23409.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -23471.064453 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -23471.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -23497.880859 Penalty: 580.745239
	Iteration 3Q: 3 clusters Score -23497.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23527.912109 Penalty: 580.745239
	Iteration 4Q: 3 clusters Score -23527.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23545.884766 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -23545.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23550.603516 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -23550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23562.638672 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -23562.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23568.597656 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -23568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23568.597656 Penalty: 580.745239
	Iteration 9F: 3 clusters Score -23568.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -54729.117188 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -54729.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -53798.578125 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -53798.58 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -54209.472656 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -54209.47 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -54360.371094 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -54360.37 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -54458.320312 Penalty: 650.069214
	Iteration 3F: 3 clusters Score -54458.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54504.062500 Penalty: 650.069214
	Iteration 4F: 3 clusters Score -54504.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -54532.789062 Penalty: 650.069214
	Iteration 5Q: 3 clusters Score -54532.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54567.050781 Penalty: 650.069214
	Iteration 6Q: 3 clusters Score -54567.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54592.152344 Penalty: 650.069214
	Iteration 7Q: 3 clusters Score -54592.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54609.218750 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -54609.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54621.941406 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -54621.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54638.964844 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -54638.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54652.792969 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -54652.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54661.921875 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -54661.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54665.644531 Penalty: 650.069214
	Iteration 13Q: 3 clusters Score -54665.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54666.851562 Penalty: 650.069214
	Iteration 14Q: 3 clusters Score -54666.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54667.972656 Penalty: 650.069214
	Iteration 15Q: 3 clusters Score -54667.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54668.757812 Penalty: 650.069214
	Iteration 16Q: 3 clusters Score -54668.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54668.890625 Penalty: 650.069214
	Iteration 17Q: 3 clusters Score -54668.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54669.375000 Penalty: 650.069214
	Iteration 18Q: 3 clusters Score -54669.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54670.160156 Penalty: 650.069214
	Iteration 19Q: 3 clusters Score -54670.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54670.691406 Penalty: 650.069214
	Iteration 20F: 3 clusters Score -54670.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54671.980469 Penalty: 650.069214
	Iteration 21Q: 3 clusters Score -54671.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54673.281250 Penalty: 650.069214
	Iteration 22Q: 3 clusters Score -54673.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54674.675781 Penalty: 650.069214
	Iteration 23Q: 3 clusters Score -54674.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54675.539062 Penalty: 650.069214
	Iteration 24Q: 3 clusters Score -54675.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54675.890625 Penalty: 650.069214
	Iteration 25Q: 3 clusters Score -54675.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54675.890625 Penalty: 650.069214
	Iteration 26F: 3 clusters Score -54675.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -13971.487305 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -13971.49 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 159 members 
Entering Unmasked Estep 
Score: -13606.605469 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -13606.61 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13708.530273 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -13708.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13728.599609 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -13728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13740.255859 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -13740.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13752.448242 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -13752.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13758.922852 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -13758.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13764.987305 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -13764.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13770.576172 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -13770.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13784.127930 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -13784.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13807.765625 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -13807.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13850.258789 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -13850.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13916.570312 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -13916.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13946.121094 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -13946.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13970.800781 Penalty: 524.917236
	Iteration 13Q: 3 clusters Score -13970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14027.716797 Penalty: 524.917236
	Iteration 14Q: 3 clusters Score -14027.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14038.416016 Penalty: 524.917236
	Iteration 15Q: 3 clusters Score -14038.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14043.262695 Penalty: 524.917236
	Iteration 16Q: 3 clusters Score -14043.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14043.877930 Penalty: 524.917236
	Iteration 17Q: 3 clusters Score -14043.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14043.877930 Penalty: 524.917236
	Iteration 18F: 3 clusters Score -14043.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351244 members 
Mstep: Class 4 contains 107175 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30490 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 141 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40559 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 179 members 
Entering Unmasked Estep 
Score: -28391244.000000 Penalty: 16968.279297
Splitting cluster 13 changes total score from -28391566.000000 to -28391244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -16220.865234 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -16220.87 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 197 members 
Entering Unmasked Estep 
Score: -15802.229492 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -15802.23 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15976.065430 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -15976.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16039.255859 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -16039.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16097.589844 Penalty: 545.677185
	Iteration 3F: 3 clusters Score -16097.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16159.215820 Penalty: 545.677185
	Iteration 4F: 3 clusters Score -16159.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16212.936523 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -16212.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16275.957031 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -16275.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16311.258789 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -16311.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16320.690430 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -16320.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16321.753906 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -16321.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16321.753906 Penalty: 545.677185
	Iteration 10F: 3 clusters Score -16321.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351244 members 
Mstep: Class 4 contains 107175 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30490 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 167 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40559 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 235 members 
Entering Unmasked Estep 
Score: -28391272.000000 Penalty: 16968.279297
Splitting cluster 14 changes total score from -28391566.000000 to -28391272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -58729.984375 Penalty: 323.980225
	Iteration 0F: 2 clusters Score -58729.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -57819.281250 Penalty: 647.960449
	Iteration 0F: 3 clusters Score -57819.28 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -58139.496094 Penalty: 647.960449
	Iteration 1F: 3 clusters Score -58139.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -58228.398438 Penalty: 647.960449
	Iteration 2F: 3 clusters Score -58228.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -58295.621094 Penalty: 647.960449
	Iteration 3F: 3 clusters Score -58295.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -58360.898438 Penalty: 647.960449
	Iteration 4F: 3 clusters Score -58360.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -58411.148438 Penalty: 647.960449
	Iteration 5Q: 3 clusters Score -58411.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -58440.730469 Penalty: 647.960449
	Iteration 6Q: 3 clusters Score -58440.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -58464.250000 Penalty: 647.960449
	Iteration 7Q: 3 clusters Score -58464.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -58482.968750 Penalty: 647.960449
	Iteration 8Q: 3 clusters Score -58482.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -58496.699219 Penalty: 647.960449
	Iteration 9Q: 3 clusters Score -58496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -58504.160156 Penalty: 647.960449
	Iteration 10Q: 3 clusters Score -58504.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -58506.144531 Penalty: 647.960449
	Iteration 11Q: 3 clusters Score -58506.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -58507.421875 Penalty: 647.960449
	Iteration 12Q: 3 clusters Score -58507.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -58508.960938 Penalty: 647.960449
	Iteration 13Q: 3 clusters Score -58508.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -58509.398438 Penalty: 647.960449
	Iteration 14Q: 3 clusters Score -58509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -58509.398438 Penalty: 647.960449
	Iteration 15F: 3 clusters Score -58509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Entering Unmasked Estep 
Score: -1257522.125000 Penalty: 460.298920
	Iteration 0F: 2 clusters Score -1257522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1241028.750000 Penalty: 920.597839
	Iteration 0F: 3 clusters Score -1241029 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1248005.250000 Penalty: 920.597839
	Iteration 1F: 3 clusters Score -1248005 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1248603.375000 Penalty: 920.597839
	Iteration 2F: 3 clusters Score -1248603 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1249573.625000 Penalty: 920.597839
	Iteration 3F: 3 clusters Score -1249574 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1250963.250000 Penalty: 920.597839
	Iteration 4F: 3 clusters Score -1250963 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1252604.375000 Penalty: 920.597839
	Iteration 5F: 3 clusters Score -1252604 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1253981.250000 Penalty: 920.597839
	Iteration 6F: 3 clusters Score -1253981 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1254750.250000 Penalty: 920.597839
	Iteration 7F: 3 clusters Score -1254750 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1255158.250000 Penalty: 920.597839
	Iteration 8Q: 3 clusters Score -1255158 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1255402.125000 Penalty: 920.597839
	Iteration 9Q: 3 clusters Score -1255402 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1255547.625000 Penalty: 920.597839
	Iteration 10Q: 3 clusters Score -1255548 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1255670.625000 Penalty: 920.597839
	Iteration 11Q: 3 clusters Score -1255671 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1255764.125000 Penalty: 920.597839
	Iteration 12Q: 3 clusters Score -1255764 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1255855.875000 Penalty: 920.597839
	Iteration 13Q: 3 clusters Score -1255856 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1255957.250000 Penalty: 920.597839
	Iteration 14Q: 3 clusters Score -1255957 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1256048.750000 Penalty: 920.597839
	Iteration 15Q: 3 clusters Score -1256049 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1256134.625000 Penalty: 920.597839
	Iteration 16Q: 3 clusters Score -1256135 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1256208.875000 Penalty: 920.597839
	Iteration 17Q: 3 clusters Score -1256209 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1256280.625000 Penalty: 920.597839
	Iteration 18Q: 3 clusters Score -1256281 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1256355.875000 Penalty: 920.597839
	Iteration 19Q: 3 clusters Score -1256356 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1256432.875000 Penalty: 920.597839
	Iteration 20F: 3 clusters Score -1256433 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1256511.750000 Penalty: 920.597839
	Iteration 21Q: 3 clusters Score -1256512 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1256610.500000 Penalty: 920.597839
	Iteration 22Q: 3 clusters Score -1256610 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1256696.625000 Penalty: 920.597839
	Iteration 23Q: 3 clusters Score -1256697 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1256771.500000 Penalty: 920.597839
	Iteration 24Q: 3 clusters Score -1256772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1256822.750000 Penalty: 920.597839
	Iteration 25Q: 3 clusters Score -1256823 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1256880.375000 Penalty: 920.597839
	Iteration 26Q: 3 clusters Score -1256880 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1256947.750000 Penalty: 920.597839
	Iteration 27Q: 3 clusters Score -1256948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1257001.000000 Penalty: 920.597839
	Iteration 28Q: 3 clusters Score -1257001 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1257054.750000 Penalty: 920.597839
	Iteration 29Q: 3 clusters Score -1257055 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1257092.625000 Penalty: 920.597839
	Iteration 30Q: 3 clusters Score -1257093 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1257128.250000 Penalty: 920.597839
	Iteration 31Q: 3 clusters Score -1257128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1257167.750000 Penalty: 920.597839
	Iteration 32Q: 3 clusters Score -1257168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1257204.500000 Penalty: 920.597839
	Iteration 33Q: 3 clusters Score -1257204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1257225.125000 Penalty: 920.597839
	Iteration 34Q: 3 clusters Score -1257225 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1257245.750000 Penalty: 920.597839
	Iteration 35Q: 3 clusters Score -1257246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1257261.875000 Penalty: 920.597839
	Iteration 36Q: 3 clusters Score -1257262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1257277.875000 Penalty: 920.597839
	Iteration 37Q: 3 clusters Score -1257278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1257294.750000 Penalty: 920.597839
	Iteration 38Q: 3 clusters Score -1257295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1257303.875000 Penalty: 920.597839
	Iteration 39Q: 3 clusters Score -1257304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1257317.125000 Penalty: 920.597839
	Iteration 40F: 3 clusters Score -1257317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1257330.625000 Penalty: 920.597839
	Iteration 41Q: 3 clusters Score -1257331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1257336.625000 Penalty: 920.597839
	Iteration 42Q: 3 clusters Score -1257337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1257342.125000 Penalty: 920.597839
	Iteration 43Q: 3 clusters Score -1257342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1257348.750000 Penalty: 920.597839
	Iteration 44Q: 3 clusters Score -1257349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1257349.625000 Penalty: 920.597839
	Iteration 45Q: 3 clusters Score -1257350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1257351.750000 Penalty: 920.597839
	Iteration 46Q: 3 clusters Score -1257352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1257352.375000 Penalty: 920.597839
	Iteration 47Q: 3 clusters Score -1257352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1257350.875000 Penalty: 920.597839
	Iteration 48Q: 3 clusters Score -1257351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1257352.625000 Penalty: 920.597839
	Iteration 49Q: 3 clusters Score -1257353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1257352.750000 Penalty: 920.597839
	Iteration 50Q: 3 clusters Score -1257353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1257353.500000 Penalty: 920.597839
	Iteration 51Q: 3 clusters Score -1257354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1257353.250000 Penalty: 920.597839
	Iteration 52Q: 3 clusters Score -1257353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1257353.625000 Penalty: 920.597839
	Iteration 53Q: 3 clusters Score -1257354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1257352.875000 Penalty: 920.597839
	Iteration 54Q: 3 clusters Score -1257353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1257352.875000 Penalty: 920.597839
	Iteration 55F: 3 clusters Score -1257353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -302541.656250 Penalty: 400.970825
	Iteration 0F: 2 clusters Score -302541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -297983.656250 Penalty: 801.941650
	Iteration 0F: 3 clusters Score -297983.7 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -299690.437500 Penalty: 801.941650
	Iteration 1F: 3 clusters Score -299690.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -299765.781250 Penalty: 801.941650
	Iteration 2Q: 3 clusters Score -299765.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -299835.156250 Penalty: 801.941650
	Iteration 3Q: 3 clusters Score -299835.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -299918.687500 Penalty: 801.941650
	Iteration 4Q: 3 clusters Score -299918.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -300014.812500 Penalty: 801.941650
	Iteration 5Q: 3 clusters Score -300014.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -300132.187500 Penalty: 801.941650
	Iteration 6Q: 3 clusters Score -300132.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -300279.750000 Penalty: 801.941650
	Iteration 7Q: 3 clusters Score -300279.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -300500.062500 Penalty: 801.941650
	Iteration 8Q: 3 clusters Score -300500.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -300821.656250 Penalty: 801.941650
	Iteration 9F: 3 clusters Score -300821.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -301256.968750 Penalty: 801.941650
	Iteration 10F: 3 clusters Score -301257 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -301631.000000 Penalty: 801.941650
	Iteration 11F: 3 clusters Score -301631 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -301835.500000 Penalty: 801.941650
	Iteration 12Q: 3 clusters Score -301835.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -302000.062500 Penalty: 801.941650
	Iteration 13Q: 3 clusters Score -302000.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -302128.093750 Penalty: 801.941650
	Iteration 14Q: 3 clusters Score -302128.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -302232.718750 Penalty: 801.941650
	Iteration 15Q: 3 clusters Score -302232.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -302288.156250 Penalty: 801.941650
	Iteration 16Q: 3 clusters Score -302288.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -302318.062500 Penalty: 801.941650
	Iteration 17Q: 3 clusters Score -302318.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -302335.468750 Penalty: 801.941650
	Iteration 18Q: 3 clusters Score -302335.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -302345.531250 Penalty: 801.941650
	Iteration 19Q: 3 clusters Score -302345.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -302354.312500 Penalty: 801.941650
	Iteration 20F: 3 clusters Score -302354.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -302359.875000 Penalty: 801.941650
	Iteration 21Q: 3 clusters Score -302359.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -302363.281250 Penalty: 801.941650
	Iteration 22Q: 3 clusters Score -302363.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -302364.468750 Penalty: 801.941650
	Iteration 23Q: 3 clusters Score -302364.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -302365.937500 Penalty: 801.941650
	Iteration 24Q: 3 clusters Score -302365.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -302367.187500 Penalty: 801.941650
	Iteration 25Q: 3 clusters Score -302367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -302368.218750 Penalty: 801.941650
	Iteration 26Q: 3 clusters Score -302368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -302367.968750 Penalty: 801.941650
	Iteration 27Q: 3 clusters Score -302368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -302368.906250 Penalty: 801.941650
	Iteration 28Q: 3 clusters Score -302368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -302368.718750 Penalty: 801.941650
	Iteration 29Q: 3 clusters Score -302368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -302368.656250 Penalty: 801.941650
	Iteration 30Q: 3 clusters Score -302368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -302368.656250 Penalty: 801.941650
	Iteration 31F: 3 clusters Score -302368.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Entering Unmasked Estep 
Score: -227461.156250 Penalty: 384.308533
	Iteration 0F: 2 clusters Score -227461.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -224296.609375 Penalty: 768.617065
	Iteration 0F: 3 clusters Score -224296.6 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -225421.421875 Penalty: 768.617065
	Iteration 1F: 3 clusters Score -225421.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -225535.406250 Penalty: 768.617065
	Iteration 2F: 3 clusters Score -225535.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -225675.031250 Penalty: 768.617065
	Iteration 3F: 3 clusters Score -225675 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -225834.078125 Penalty: 768.617065
	Iteration 4F: 3 clusters Score -225834.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -226052.859375 Penalty: 768.617065
	Iteration 5F: 3 clusters Score -226052.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -226270.156250 Penalty: 768.617065
	Iteration 6F: 3 clusters Score -226270.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -226444.734375 Penalty: 768.617065
	Iteration 7F: 3 clusters Score -226444.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -226553.937500 Penalty: 768.617065
	Iteration 8Q: 3 clusters Score -226553.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -226617.453125 Penalty: 768.617065
	Iteration 9Q: 3 clusters Score -226617.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -226655.781250 Penalty: 768.617065
	Iteration 10Q: 3 clusters Score -226655.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -226674.890625 Penalty: 768.617065
	Iteration 11Q: 3 clusters Score -226674.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -226686.234375 Penalty: 768.617065
	Iteration 12Q: 3 clusters Score -226686.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -226698.828125 Penalty: 768.617065
	Iteration 13Q: 3 clusters Score -226698.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -226714.406250 Penalty: 768.617065
	Iteration 14Q: 3 clusters Score -226714.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -226727.812500 Penalty: 768.617065
	Iteration 15Q: 3 clusters Score -226727.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -226739.000000 Penalty: 768.617065
	Iteration 16Q: 3 clusters Score -226739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -226752.906250 Penalty: 768.617065
	Iteration 17Q: 3 clusters Score -226752.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -226769.765625 Penalty: 768.617065
	Iteration 18Q: 3 clusters Score -226769.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -226787.984375 Penalty: 768.617065
	Iteration 19Q: 3 clusters Score -226788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -226808.609375 Penalty: 768.617065
	Iteration 20F: 3 clusters Score -226808.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -226832.562500 Penalty: 768.617065
	Iteration 21Q: 3 clusters Score -226832.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -226850.187500 Penalty: 768.617065
	Iteration 22Q: 3 clusters Score -226850.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -226862.953125 Penalty: 768.617065
	Iteration 23Q: 3 clusters Score -226863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -226871.234375 Penalty: 768.617065
	Iteration 24Q: 3 clusters Score -226871.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -226877.718750 Penalty: 768.617065
	Iteration 25Q: 3 clusters Score -226877.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -226883.375000 Penalty: 768.617065
	Iteration 26Q: 3 clusters Score -226883.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -226889.406250 Penalty: 768.617065
	Iteration 27Q: 3 clusters Score -226889.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -226894.875000 Penalty: 768.617065
	Iteration 28Q: 3 clusters Score -226894.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -226900.531250 Penalty: 768.617065
	Iteration 29Q: 3 clusters Score -226900.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -226905.593750 Penalty: 768.617065
	Iteration 30Q: 3 clusters Score -226905.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -226908.218750 Penalty: 768.617065
	Iteration 31Q: 3 clusters Score -226908.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -226910.546875 Penalty: 768.617065
	Iteration 32Q: 3 clusters Score -226910.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -226911.750000 Penalty: 768.617065
	Iteration 33Q: 3 clusters Score -226911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -226912.937500 Penalty: 768.617065
	Iteration 34Q: 3 clusters Score -226912.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -226913.968750 Penalty: 768.617065
	Iteration 35Q: 3 clusters Score -226914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -226915.593750 Penalty: 768.617065
	Iteration 36Q: 3 clusters Score -226915.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -226919.015625 Penalty: 768.617065
	Iteration 37Q: 3 clusters Score -226919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -226920.734375 Penalty: 768.617065
	Iteration 38Q: 3 clusters Score -226920.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -226922.406250 Penalty: 768.617065
	Iteration 39Q: 3 clusters Score -226922.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -226923.687500 Penalty: 768.617065
	Iteration 40F: 3 clusters Score -226923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -226923.296875 Penalty: 768.617065
	Iteration 41Q: 3 clusters Score -226923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -226924.031250 Penalty: 768.617065
	Iteration 42Q: 3 clusters Score -226924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -226924.281250 Penalty: 768.617065
	Iteration 43Q: 3 clusters Score -226924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -226924.562500 Penalty: 768.617065
	Iteration 44Q: 3 clusters Score -226924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -226924.625000 Penalty: 768.617065
	Iteration 45Q: 3 clusters Score -226924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -226925.046875 Penalty: 768.617065
	Iteration 46Q: 3 clusters Score -226925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -226925.593750 Penalty: 768.617065
	Iteration 47Q: 3 clusters Score -226925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -226925.890625 Penalty: 768.617065
	Iteration 48Q: 3 clusters Score -226925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -226926.140625 Penalty: 768.617065
	Iteration 49Q: 3 clusters Score -226926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -226926.093750 Penalty: 768.617065
	Iteration 50Q: 3 clusters Score -226926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -226926.859375 Penalty: 768.617065
	Iteration 51Q: 3 clusters Score -226926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -226927.375000 Penalty: 768.617065
	Iteration 52Q: 3 clusters Score -226927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -226928.125000 Penalty: 768.617065
	Iteration 53Q: 3 clusters Score -226928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -226928.375000 Penalty: 768.617065
	Iteration 54Q: 3 clusters Score -226928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -226928.375000 Penalty: 768.617065
	Iteration 55F: 3 clusters Score -226928.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -140209.671875 Penalty: 360.131714
	Iteration 0F: 2 clusters Score -140209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -138299.000000 Penalty: 720.263428
	Iteration 0F: 3 clusters Score -138299 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -138934.250000 Penalty: 720.263428
	Iteration 1F: 3 clusters Score -138934.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -139000.234375 Penalty: 720.263428
	Iteration 2F: 3 clusters Score -139000.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -139055.875000 Penalty: 720.263428
	Iteration 3Q: 3 clusters Score -139055.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -139116.203125 Penalty: 720.263428
	Iteration 4Q: 3 clusters Score -139116.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -139205.703125 Penalty: 720.263428
	Iteration 5Q: 3 clusters Score -139205.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -139291.468750 Penalty: 720.263428
	Iteration 6F: 3 clusters Score -139291.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -139373.437500 Penalty: 720.263428
	Iteration 7Q: 3 clusters Score -139373.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -139453.015625 Penalty: 720.263428
	Iteration 8Q: 3 clusters Score -139453 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -139554.453125 Penalty: 720.263428
	Iteration 9Q: 3 clusters Score -139554.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -139661.078125 Penalty: 720.263428
	Iteration 10Q: 3 clusters Score -139661.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -139727.187500 Penalty: 720.263428
	Iteration 11Q: 3 clusters Score -139727.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -139773.015625 Penalty: 720.263428
	Iteration 12Q: 3 clusters Score -139773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -139804.375000 Penalty: 720.263428
	Iteration 13Q: 3 clusters Score -139804.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -139825.000000 Penalty: 720.263428
	Iteration 14Q: 3 clusters Score -139825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -139839.171875 Penalty: 720.263428
	Iteration 15Q: 3 clusters Score -139839.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -139851.281250 Penalty: 720.263428
	Iteration 16Q: 3 clusters Score -139851.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -139867.531250 Penalty: 720.263428
	Iteration 17Q: 3 clusters Score -139867.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -139885.375000 Penalty: 720.263428
	Iteration 18Q: 3 clusters Score -139885.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -139901.609375 Penalty: 720.263428
	Iteration 19Q: 3 clusters Score -139901.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -139914.515625 Penalty: 720.263428
	Iteration 20F: 3 clusters Score -139914.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -139923.078125 Penalty: 720.263428
	Iteration 21Q: 3 clusters Score -139923.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -139930.937500 Penalty: 720.263428
	Iteration 22Q: 3 clusters Score -139930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -139935.437500 Penalty: 720.263428
	Iteration 23Q: 3 clusters Score -139935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -139941.796875 Penalty: 720.263428
	Iteration 24Q: 3 clusters Score -139941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -139946.015625 Penalty: 720.263428
	Iteration 25Q: 3 clusters Score -139946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -139949.125000 Penalty: 720.263428
	Iteration 26Q: 3 clusters Score -139949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -139952.390625 Penalty: 720.263428
	Iteration 27Q: 3 clusters Score -139952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -139956.171875 Penalty: 720.263428
	Iteration 28Q: 3 clusters Score -139956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -139958.046875 Penalty: 720.263428
	Iteration 29Q: 3 clusters Score -139958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -139960.187500 Penalty: 720.263428
	Iteration 30Q: 3 clusters Score -139960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -139962.765625 Penalty: 720.263428
	Iteration 31Q: 3 clusters Score -139962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -139964.875000 Penalty: 720.263428
	Iteration 32Q: 3 clusters Score -139964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -139966.078125 Penalty: 720.263428
	Iteration 33Q: 3 clusters Score -139966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -139966.921875 Penalty: 720.263428
	Iteration 34Q: 3 clusters Score -139966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -139967.906250 Penalty: 720.263428
	Iteration 35Q: 3 clusters Score -139967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -139969.062500 Penalty: 720.263428
	Iteration 36Q: 3 clusters Score -139969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -139969.468750 Penalty: 720.263428
	Iteration 37Q: 3 clusters Score -139969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -139969.468750 Penalty: 720.263428
	Iteration 38F: 3 clusters Score -139969.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -61493.703125 Penalty: 329.384277
	Iteration 0F: 2 clusters Score -61493.7 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 716 members 
Entering Unmasked Estep 
Score: -60465.351562 Penalty: 658.768555
	Iteration 0F: 3 clusters Score -60465.35 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -60931.066406 Penalty: 658.768555
	Iteration 1F: 3 clusters Score -60931.07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61073.253906 Penalty: 658.768555
	Iteration 2F: 3 clusters Score -61073.25 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -61219.605469 Penalty: 658.768555
	Iteration 3F: 3 clusters Score -61219.61 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61338.714844 Penalty: 658.768555
	Iteration 4F: 3 clusters Score -61338.71 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61412.339844 Penalty: 658.768555
	Iteration 5F: 3 clusters Score -61412.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61441.113281 Penalty: 658.768555
	Iteration 6Q: 3 clusters Score -61441.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61453.597656 Penalty: 658.768555
	Iteration 7Q: 3 clusters Score -61453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61464.214844 Penalty: 658.768555
	Iteration 8Q: 3 clusters Score -61464.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61480.011719 Penalty: 658.768555
	Iteration 9Q: 3 clusters Score -61480.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61486.253906 Penalty: 658.768555
	Iteration 10Q: 3 clusters Score -61486.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61487.242188 Penalty: 658.768555
	Iteration 11Q: 3 clusters Score -61487.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61487.882812 Penalty: 658.768555
	Iteration 12Q: 3 clusters Score -61487.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61488.402344 Penalty: 658.768555
	Iteration 13Q: 3 clusters Score -61488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61488.402344 Penalty: 658.768555
	Iteration 14F: 3 clusters Score -61488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Entering Unmasked Estep 
Score: -1863875.750000 Penalty: 482.778320
	Iteration 0F: 2 clusters Score -1863876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -1836780.750000 Penalty: 965.556641
	Iteration 0F: 3 clusters Score -1836781 nChanged 19583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -1848020.000000 Penalty: 965.556641
	Iteration 1F: 3 clusters Score -1848020 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -1848261.375000 Penalty: 965.556641
	Iteration 2Q: 3 clusters Score -1848261 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -1848582.125000 Penalty: 965.556641
	Iteration 3Q: 3 clusters Score -1848582 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -1849002.750000 Penalty: 965.556641
	Iteration 4Q: 3 clusters Score -1849003 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -1849719.750000 Penalty: 965.556641
	Iteration 5Q: 3 clusters Score -1849720 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -1850879.250000 Penalty: 965.556641
	Iteration 6F: 3 clusters Score -1850879 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -1852671.125000 Penalty: 965.556641
	Iteration 7F: 3 clusters Score -1852671 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -1855167.250000 Penalty: 965.556641
	Iteration 8F: 3 clusters Score -1855167 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -1858137.250000 Penalty: 965.556641
	Iteration 9F: 3 clusters Score -1858137 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -1860641.875000 Penalty: 965.556641
	Iteration 10F: 3 clusters Score -1860642 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -1862154.250000 Penalty: 965.556641
	Iteration 11Q: 3 clusters Score -1862154 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -1862877.250000 Penalty: 965.556641
	Iteration 12Q: 3 clusters Score -1862877 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -1863219.000000 Penalty: 965.556641
	Iteration 13Q: 3 clusters Score -1863219 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -1863385.625000 Penalty: 965.556641
	Iteration 14Q: 3 clusters Score -1863386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -1863468.875000 Penalty: 965.556641
	Iteration 15Q: 3 clusters Score -1863469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -1863514.000000 Penalty: 965.556641
	Iteration 16Q: 3 clusters Score -1863514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -1863543.750000 Penalty: 965.556641
	Iteration 17Q: 3 clusters Score -1863544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -1863562.375000 Penalty: 965.556641
	Iteration 18Q: 3 clusters Score -1863562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -1863580.500000 Penalty: 965.556641
	Iteration 19Q: 3 clusters Score -1863580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -1863591.500000 Penalty: 965.556641
	Iteration 20F: 3 clusters Score -1863592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -1863601.750000 Penalty: 965.556641
	Iteration 21Q: 3 clusters Score -1863602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -1863604.000000 Penalty: 965.556641
	Iteration 22Q: 3 clusters Score -1863604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -1863605.625000 Penalty: 965.556641
	Iteration 23Q: 3 clusters Score -1863606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -1863607.250000 Penalty: 965.556641
	Iteration 24Q: 3 clusters Score -1863607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -1863607.250000 Penalty: 965.556641
	Iteration 25Q: 3 clusters Score -1863607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -1863608.125000 Penalty: 965.556641
	Iteration 26Q: 3 clusters Score -1863608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -1863608.375000 Penalty: 965.556641
	Iteration 27Q: 3 clusters Score -1863608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -1863607.125000 Penalty: 965.556641
	Iteration 28Q: 3 clusters Score -1863607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -1863609.500000 Penalty: 965.556641
	Iteration 29Q: 3 clusters Score -1863610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -1863610.375000 Penalty: 965.556641
	Iteration 30Q: 3 clusters Score -1863610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -1863610.375000 Penalty: 965.556641
	Iteration 31F: 3 clusters Score -1863610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -56025.171875 Penalty: 324.455902
	Iteration 0F: 2 clusters Score -56025.17 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 637 members 
Entering Unmasked Estep 
Score: -55095.406250 Penalty: 648.911804
	Iteration 0F: 3 clusters Score -55095.41 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -55322.675781 Penalty: 648.911804
	Iteration 1F: 3 clusters Score -55322.68 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -55365.410156 Penalty: 648.911804
	Iteration 2F: 3 clusters Score -55365.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -55404.835938 Penalty: 648.911804
	Iteration 3F: 3 clusters Score -55404.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -55445.683594 Penalty: 648.911804
	Iteration 4Q: 3 clusters Score -55445.68 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -55481.523438 Penalty: 648.911804
	Iteration 5Q: 3 clusters Score -55481.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -55516.773438 Penalty: 648.911804
	Iteration 6Q: 3 clusters Score -55516.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -55555.535156 Penalty: 648.911804
	Iteration 7Q: 3 clusters Score -55555.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -55586.257812 Penalty: 648.911804
	Iteration 8Q: 3 clusters Score -55586.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -55613.250000 Penalty: 648.911804
	Iteration 9Q: 3 clusters Score -55613.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -55630.109375 Penalty: 648.911804
	Iteration 10Q: 3 clusters Score -55630.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -55648.066406 Penalty: 648.911804
	Iteration 11Q: 3 clusters Score -55648.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -55662.558594 Penalty: 648.911804
	Iteration 12Q: 3 clusters Score -55662.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -55676.367188 Penalty: 648.911804
	Iteration 13Q: 3 clusters Score -55676.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -55700.199219 Penalty: 648.911804
	Iteration 14Q: 3 clusters Score -55700.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -55724.730469 Penalty: 648.911804
	Iteration 15Q: 3 clusters Score -55724.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -55745.660156 Penalty: 648.911804
	Iteration 16Q: 3 clusters Score -55745.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -55772.664062 Penalty: 648.911804
	Iteration 17Q: 3 clusters Score -55772.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -55795.671875 Penalty: 648.911804
	Iteration 18Q: 3 clusters Score -55795.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -55808.480469 Penalty: 648.911804
	Iteration 19Q: 3 clusters Score -55808.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -55815.996094 Penalty: 648.911804
	Iteration 20F: 3 clusters Score -55816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -55816.902344 Penalty: 648.911804
	Iteration 21Q: 3 clusters Score -55816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -55816.902344 Penalty: 648.911804
	Iteration 22F: 3 clusters Score -55816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -6465.668945 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -6465.669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6208.898438 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -6208.898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6274.768555 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -6274.769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6311.132812 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -6311.133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6334.803223 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -6334.803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6354.853027 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -6354.853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6368.150391 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -6368.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6386.089844 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -6386.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6396.358887 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -6396.359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6400.809570 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -6400.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6403.105957 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -6403.106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6407.171875 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -6407.172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6407.171875 Penalty: 469.474030
	Iteration 11F: 3 clusters Score -6407.172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -8116.626953 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -8116.627 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 114 members 
Entering Unmasked Estep 
Score: -7832.902832 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -7832.903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7892.902832 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -7892.903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7919.743652 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -7919.744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7930.500488 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -7930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7937.780273 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -7937.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7945.369141 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -7945.369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7952.698242 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -7952.698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7957.883301 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -7957.883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7959.197754 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -7959.198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7960.699707 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -7960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7962.262695 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -7962.263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7966.686523 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -7966.687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7968.563965 Penalty: 487.019104
	Iteration 12Q: 3 clusters Score -7968.564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7970.108887 Penalty: 487.019104
	Iteration 13Q: 3 clusters Score -7970.109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7971.605469 Penalty: 487.019104
	Iteration 14Q: 3 clusters Score -7971.605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7975.282715 Penalty: 487.019104
	Iteration 15Q: 3 clusters Score -7975.283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7976.279297 Penalty: 487.019104
	Iteration 16Q: 3 clusters Score -7976.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7980.383789 Penalty: 487.019104
	Iteration 17Q: 3 clusters Score -7980.384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7980.383789 Penalty: 487.019104
	Iteration 18F: 3 clusters Score -7980.384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5594.441406 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5594.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5360.916992 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5360.917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5444.877930 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5444.878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5541.204102 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5541.204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5569.960449 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -5569.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5598.464355 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -5598.464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -5618.564941 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -5618.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -5618.564941 Penalty: 448.380096
	Iteration 6F: 3 clusters Score -5618.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351244 members 
Mstep: Class 4 contains 107175 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30490 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40559 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 24 members 
Entering Unmasked Estep 
Score: -28391160.000000 Penalty: 16968.279297
Splitting cluster 25 changes total score from -28391566.000000 to -28391160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -17517.701172 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -17517.7 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 190 members 
Entering Unmasked Estep 
Score: -17092.126953 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -17092.13 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17200.609375 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -17200.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17231.962891 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -17231.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17253.207031 Penalty: 548.353821
	Iteration 3Q: 3 clusters Score -17253.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17267.527344 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -17267.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17279.146484 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -17279.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17282.896484 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -17282.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17285.148438 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -17285.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17285.501953 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -17285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17285.880859 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -17285.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17285.880859 Penalty: 548.353821
	Iteration 10F: 3 clusters Score -17285.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -20724.583984 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -20724.58 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 253 members 
Entering Unmasked Estep 
Score: -20261.894531 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -20261.89 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20381.746094 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -20381.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20407.406250 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -20407.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20415.562500 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -20415.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20426.878906 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -20426.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20441.525391 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -20441.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20467.525391 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -20467.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -20490.849609 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -20490.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20513.494141 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -20513.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20532.544922 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -20532.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20547.693359 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -20547.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20556.222656 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -20556.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20557.386719 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -20557.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20557.386719 Penalty: 560.477661
	Iteration 13F: 3 clusters Score -20557.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351244 members 
Mstep: Class 4 contains 107175 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30490 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 24747 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40559 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391514.000000 Penalty: 16362.268555
Iteration 119Q: 28 clusters Score -2.839151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351227 members 
Mstep: Class 4 contains 107177 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30509 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 24749 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40555 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391508.000000 Penalty: 16362.268555
Iteration 120F: 28 clusters Score -2.839151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351212 members 
Mstep: Class 4 contains 107178 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30523 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 16 contains 24751 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40555 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391516.000000 Penalty: 16362.268555
Iteration 121Q: 28 clusters Score -2.839152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351203 members 
Mstep: Class 4 contains 107176 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30534 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 16 contains 24755 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4655 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40553 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391536.000000 Penalty: 16362.268555
Iteration 122Q: 28 clusters Score -2.839154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351195 members 
Mstep: Class 4 contains 107177 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30543 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 24759 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40550 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391546.000000 Penalty: 16362.268555
Iteration 123Q: 28 clusters Score -2.839155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351185 members 
Mstep: Class 4 contains 107178 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30553 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 24762 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40548 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391564.000000 Penalty: 16362.268555
Iteration 124Q: 28 clusters Score -2.839156e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351173 members 
Mstep: Class 4 contains 107180 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30563 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 24767 members 
Mstep: Class 17 contains 6716 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40546 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391560.000000 Penalty: 16362.268555
Iteration 125Q: 28 clusters Score -2.839156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351160 members 
Mstep: Class 4 contains 107182 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30572 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24772 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40546 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391572.000000 Penalty: 16362.268555
Iteration 126Q: 28 clusters Score -2.839157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351149 members 
Mstep: Class 4 contains 107183 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24652 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30581 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24775 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40544 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391594.000000 Penalty: 16362.268555
Iteration 127Q: 28 clusters Score -2.839159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351142 members 
Mstep: Class 4 contains 107183 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24653 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30589 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40539 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391598.000000 Penalty: 16362.268555
Iteration 128Q: 28 clusters Score -2.83916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351137 members 
Mstep: Class 4 contains 107184 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24652 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30598 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40535 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391604.000000 Penalty: 16362.268555
Iteration 129Q: 28 clusters Score -2.83916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351131 members 
Mstep: Class 4 contains 107184 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30606 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40534 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391600.000000 Penalty: 16362.268555
Iteration 130Q: 28 clusters Score -2.83916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351123 members 
Mstep: Class 4 contains 107184 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24649 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30617 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391610.000000 Penalty: 16362.268555
Iteration 131Q: 28 clusters Score -2.839161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351110 members 
Mstep: Class 4 contains 107184 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24649 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30630 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391610.000000 Penalty: 16362.268555
Iteration 132Q: 28 clusters Score -2.839161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351094 members 
Mstep: Class 4 contains 107184 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24649 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30646 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391594.000000 Penalty: 16362.268555
Iteration 133Q: 28 clusters Score -2.839159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351083 members 
Mstep: Class 4 contains 107184 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30658 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391574.000000 Penalty: 16362.268555
Iteration 134Q: 28 clusters Score -2.839157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351072 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30668 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40532 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391566.000000 Penalty: 16362.268555
Iteration 135Q: 28 clusters Score -2.839157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351063 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30677 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40531 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391584.000000 Penalty: 16362.268555
Iteration 136Q: 28 clusters Score -2.839158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351056 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30685 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391584.000000 Penalty: 16362.268555
Iteration 137Q: 28 clusters Score -2.839158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351052 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30689 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391586.000000 Penalty: 16362.268555
Iteration 138Q: 28 clusters Score -2.839159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351049 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30692 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391586.000000 Penalty: 16362.268555
Iteration 139Q: 28 clusters Score -2.839159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351047 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30694 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391586.000000 Penalty: 16362.268555
Iteration 140F: 28 clusters Score -2.839159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351045 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30696 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391584.000000 Penalty: 16362.268555
Iteration 141Q: 28 clusters Score -2.839158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351043 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30698 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391590.000000 Penalty: 16362.268555
Iteration 142Q: 28 clusters Score -2.839159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351039 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30702 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391612.000000 Penalty: 16362.268555
Iteration 143Q: 28 clusters Score -2.839161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351038 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30703 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391606.000000 Penalty: 16362.268555
Iteration 144Q: 28 clusters Score -2.839161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351037 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30704 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391604.000000 Penalty: 16362.268555
Iteration 145Q: 28 clusters Score -2.83916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351036 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30705 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391596.000000 Penalty: 16362.268555
Iteration 146Q: 28 clusters Score -2.83916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351032 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30709 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40530 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391608.000000 Penalty: 16362.268555
Iteration 147Q: 28 clusters Score -2.839161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351030 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30712 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391606.000000 Penalty: 16362.268555
Iteration 148Q: 28 clusters Score -2.839161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351029 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391600.000000 Penalty: 16362.268555
Iteration 149Q: 28 clusters Score -2.83916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351029 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391600.000000 Penalty: 16362.268555
Iteration 150F: 28 clusters Score -2.83916e+07 nChanged 0
Entering ConstructFrom: 
Score: -28391600.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -100116.445312 Penalty: 346.875702
	Iteration 0F: 2 clusters Score -100116.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -98627.054688 Penalty: 693.751404
	Iteration 0F: 3 clusters Score -98627.05 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99124.250000 Penalty: 693.751404
	Iteration 1F: 3 clusters Score -99124.25 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -99195.062500 Penalty: 693.751404
	Iteration 2F: 3 clusters Score -99195.06 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -99252.234375 Penalty: 693.751404
	Iteration 3F: 3 clusters Score -99252.23 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -99323.882812 Penalty: 693.751404
	Iteration 4Q: 3 clusters Score -99323.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -99377.070312 Penalty: 693.751404
	Iteration 5Q: 3 clusters Score -99377.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99422.742188 Penalty: 693.751404
	Iteration 6Q: 3 clusters Score -99422.74 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99455.929688 Penalty: 693.751404
	Iteration 7Q: 3 clusters Score -99455.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99496.632812 Penalty: 693.751404
	Iteration 8Q: 3 clusters Score -99496.63 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99550.804688 Penalty: 693.751404
	Iteration 9Q: 3 clusters Score -99550.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99616.007812 Penalty: 693.751404
	Iteration 10Q: 3 clusters Score -99616.01 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99677.562500 Penalty: 693.751404
	Iteration 11Q: 3 clusters Score -99677.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -99707.617188 Penalty: 693.751404
	Iteration 12Q: 3 clusters Score -99707.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -99742.015625 Penalty: 693.751404
	Iteration 13Q: 3 clusters Score -99742.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -99770.312500 Penalty: 693.751404
	Iteration 14Q: 3 clusters Score -99770.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -99793.656250 Penalty: 693.751404
	Iteration 15Q: 3 clusters Score -99793.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -99803.054688 Penalty: 693.751404
	Iteration 16Q: 3 clusters Score -99803.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -99806.765625 Penalty: 693.751404
	Iteration 17Q: 3 clusters Score -99806.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -99810.804688 Penalty: 693.751404
	Iteration 18Q: 3 clusters Score -99810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -99813.164062 Penalty: 693.751404
	Iteration 19Q: 3 clusters Score -99813.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -99814.390625 Penalty: 693.751404
	Iteration 20F: 3 clusters Score -99814.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -99815.500000 Penalty: 693.751404
	Iteration 21Q: 3 clusters Score -99815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -99816.351562 Penalty: 693.751404
	Iteration 22Q: 3 clusters Score -99816.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -99820.687500 Penalty: 693.751404
	Iteration 23Q: 3 clusters Score -99820.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -99827.593750 Penalty: 693.751404
	Iteration 24Q: 3 clusters Score -99827.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -99827.843750 Penalty: 693.751404
	Iteration 25Q: 3 clusters Score -99827.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -99828.476562 Penalty: 693.751404
	Iteration 26Q: 3 clusters Score -99828.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -99829.195312 Penalty: 693.751404
	Iteration 27Q: 3 clusters Score -99829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -99829.195312 Penalty: 693.751404
	Iteration 28F: 3 clusters Score -99829.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -117018.937500 Penalty: 354.269226
	Iteration 0F: 2 clusters Score -117018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -115307.164062 Penalty: 708.538452
	Iteration 0F: 3 clusters Score -115307.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -115887.156250 Penalty: 708.538452
	Iteration 1F: 3 clusters Score -115887.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -115990.875000 Penalty: 708.538452
	Iteration 2F: 3 clusters Score -115990.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -116105.664062 Penalty: 708.538452
	Iteration 3F: 3 clusters Score -116105.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116226.625000 Penalty: 708.538452
	Iteration 4F: 3 clusters Score -116226.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116368.265625 Penalty: 708.538452
	Iteration 5F: 3 clusters Score -116368.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -116498.390625 Penalty: 708.538452
	Iteration 6F: 3 clusters Score -116498.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -116612.085938 Penalty: 708.538452
	Iteration 7Q: 3 clusters Score -116612.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -116683.429688 Penalty: 708.538452
	Iteration 8Q: 3 clusters Score -116683.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -116725.414062 Penalty: 708.538452
	Iteration 9Q: 3 clusters Score -116725.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -116744.601562 Penalty: 708.538452
	Iteration 10Q: 3 clusters Score -116744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -116750.640625 Penalty: 708.538452
	Iteration 11Q: 3 clusters Score -116750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -116760.320312 Penalty: 708.538452
	Iteration 12Q: 3 clusters Score -116760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -116761.687500 Penalty: 708.538452
	Iteration 13Q: 3 clusters Score -116761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -116764.390625 Penalty: 708.538452
	Iteration 14Q: 3 clusters Score -116764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -116764.390625 Penalty: 708.538452
	Iteration 15F: 3 clusters Score -116764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (351029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351029 members 
Entering Unmasked Estep 
Score: -16728974.000000 Penalty: 580.972412
	Iteration 0F: 2 clusters Score -1.672897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 175622 members 
Entering Unmasked Estep 
Score: -16499138.000000 Penalty: 1161.944824
	Iteration 0F: 3 clusters Score -1.649914e+07 nChanged 173730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 180208 members 
Entering Unmasked Estep 
Score: -16603484.000000 Penalty: 1161.944824
	Iteration 1F: 3 clusters Score -1.660348e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169093 members 
Mstep: Class 2 contains 181936 members 
Entering Unmasked Estep 
Score: -16606041.000000 Penalty: 1161.944824
	Iteration 2Q: 3 clusters Score -1.660604e+07 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166642 members 
Mstep: Class 2 contains 184387 members 
Entering Unmasked Estep 
Score: -16610299.000000 Penalty: 1161.944824
	Iteration 3Q: 3 clusters Score -1.66103e+07 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163498 members 
Mstep: Class 2 contains 187531 members 
Entering Unmasked Estep 
Score: -16617755.000000 Penalty: 1161.944824
	Iteration 4Q: 3 clusters Score -1.661776e+07 nChanged 20629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160457 members 
Mstep: Class 2 contains 190572 members 
Entering Unmasked Estep 
Score: -16630636.000000 Penalty: 1161.944824
	Iteration 5F: 3 clusters Score -1.663064e+07 nChanged 24499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159170 members 
Mstep: Class 2 contains 191859 members 
Entering Unmasked Estep 
Score: -16649395.000000 Penalty: 1161.944824
	Iteration 6F: 3 clusters Score -1.66494e+07 nChanged 24386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160432 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -16664870.000000 Penalty: 1161.944824
	Iteration 7F: 3 clusters Score -1.666487e+07 nChanged 17265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163583 members 
Mstep: Class 2 contains 187446 members 
Entering Unmasked Estep 
Score: -16670414.000000 Penalty: 1161.944824
	Iteration 8Q: 3 clusters Score -1.667041e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 183517 members 
Entering Unmasked Estep 
Score: -16671596.000000 Penalty: 1161.944824
	Iteration 9Q: 3 clusters Score -1.66716e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171698 members 
Mstep: Class 2 contains 179331 members 
Entering Unmasked Estep 
Score: -16672044.000000 Penalty: 1161.944824
	Iteration 10Q: 3 clusters Score -1.667204e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -16672315.000000 Penalty: 1161.944824
	Iteration 11Q: 3 clusters Score -1.667232e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -16672653.000000 Penalty: 1161.944824
	Iteration 12Q: 3 clusters Score -1.667265e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186776 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -16672967.000000 Penalty: 1161.944824
	Iteration 13Q: 3 clusters Score -1.667297e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192790 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -16673373.000000 Penalty: 1161.944824
	Iteration 14Q: 3 clusters Score -1.667337e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199800 members 
Mstep: Class 2 contains 151229 members 
Entering Unmasked Estep 
Score: -16673958.000000 Penalty: 1161.944824
	Iteration 15Q: 3 clusters Score -1.667396e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207046 members 
Mstep: Class 2 contains 143983 members 
Entering Unmasked Estep 
Score: -16674752.000000 Penalty: 1161.944824
	Iteration 16Q: 3 clusters Score -1.667475e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214645 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -16675954.000000 Penalty: 1161.944824
	Iteration 17Q: 3 clusters Score -1.667595e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222918 members 
Mstep: Class 2 contains 128111 members 
Entering Unmasked Estep 
Score: -16677253.000000 Penalty: 1161.944824
	Iteration 18Q: 3 clusters Score -1.667725e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231810 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
Score: -16679106.000000 Penalty: 1161.944824
	Iteration 19Q: 3 clusters Score -1.667911e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241421 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -16681298.000000 Penalty: 1161.944824
	Iteration 20F: 3 clusters Score -1.66813e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251681 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -16684079.000000 Penalty: 1161.944824
	Iteration 21Q: 3 clusters Score -1.668408e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262631 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -16687412.000000 Penalty: 1161.944824
	Iteration 22Q: 3 clusters Score -1.668741e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273766 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -16691214.000000 Penalty: 1161.944824
	Iteration 23Q: 3 clusters Score -1.669121e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284921 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -16695734.000000 Penalty: 1161.944824
	Iteration 24Q: 3 clusters Score -1.669573e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295494 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -16702898.000000 Penalty: 1161.944824
	Iteration 25Q: 3 clusters Score -1.67029e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304296 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -16708637.000000 Penalty: 1161.944824
	Iteration 26Q: 3 clusters Score -1.670864e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311789 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -16713153.000000 Penalty: 1161.944824
	Iteration 27Q: 3 clusters Score -1.671315e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318180 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -16716361.000000 Penalty: 1161.944824
	Iteration 28Q: 3 clusters Score -1.671636e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323599 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -16718620.000000 Penalty: 1161.944824
	Iteration 29Q: 3 clusters Score -1.671862e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328023 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -16720701.000000 Penalty: 1161.944824
	Iteration 30Q: 3 clusters Score -1.67207e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331630 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -16722469.000000 Penalty: 1161.944824
	Iteration 31Q: 3 clusters Score -1.672247e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334559 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -16723827.000000 Penalty: 1161.944824
	Iteration 32Q: 3 clusters Score -1.672383e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336859 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -16724880.000000 Penalty: 1161.944824
	Iteration 33Q: 3 clusters Score -1.672488e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338716 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -16725535.000000 Penalty: 1161.944824
	Iteration 34Q: 3 clusters Score -1.672554e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340237 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -16726222.000000 Penalty: 1161.944824
	Iteration 35Q: 3 clusters Score -1.672622e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341465 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -16726792.000000 Penalty: 1161.944824
	Iteration 36Q: 3 clusters Score -1.672679e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342462 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -16727142.000000 Penalty: 1161.944824
	Iteration 37Q: 3 clusters Score -1.672714e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343304 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -16727569.000000 Penalty: 1161.944824
	Iteration 38Q: 3 clusters Score -1.672757e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343991 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -16727772.000000 Penalty: 1161.944824
	Iteration 39Q: 3 clusters Score -1.672777e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344598 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -16727965.000000 Penalty: 1161.944824
	Iteration 40F: 3 clusters Score -1.672796e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345100 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -16728127.000000 Penalty: 1161.944824
	Iteration 41Q: 3 clusters Score -1.672813e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345590 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -16728258.000000 Penalty: 1161.944824
	Iteration 42Q: 3 clusters Score -1.672826e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345995 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -16728361.000000 Penalty: 1161.944824
	Iteration 43Q: 3 clusters Score -1.672836e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346371 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -16728509.000000 Penalty: 1161.944824
	Iteration 44Q: 3 clusters Score -1.672851e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346686 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -16728560.000000 Penalty: 1161.944824
	Iteration 45Q: 3 clusters Score -1.672856e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346951 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -16728645.000000 Penalty: 1161.944824
	Iteration 46Q: 3 clusters Score -1.672864e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347200 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -16728700.000000 Penalty: 1161.944824
	Iteration 47Q: 3 clusters Score -1.67287e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347423 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -16728670.000000 Penalty: 1161.944824
	Iteration 48Q: 3 clusters Score -1.672867e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347597 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -16728664.000000 Penalty: 1161.944824
	Iteration 49Q: 3 clusters Score -1.672866e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347782 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -16728648.000000 Penalty: 1161.944824
	Iteration 50Q: 3 clusters Score -1.672865e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347951 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -16728655.000000 Penalty: 1161.944824
	Iteration 51Q: 3 clusters Score -1.672866e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348096 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -16728648.000000 Penalty: 1161.944824
	Iteration 52Q: 3 clusters Score -1.672865e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348224 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -16728641.000000 Penalty: 1161.944824
	Iteration 53Q: 3 clusters Score -1.672864e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348347 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -16728639.000000 Penalty: 1161.944824
	Iteration 54Q: 3 clusters Score -1.672864e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348447 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -16728598.000000 Penalty: 1161.944824
	Iteration 55Q: 3 clusters Score -1.67286e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348553 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -16728587.000000 Penalty: 1161.944824
	Iteration 56Q: 3 clusters Score -1.672859e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348652 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -16728557.000000 Penalty: 1161.944824
	Iteration 57Q: 3 clusters Score -1.672856e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348755 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -16728560.000000 Penalty: 1161.944824
	Iteration 58Q: 3 clusters Score -1.672856e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348850 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -16728550.000000 Penalty: 1161.944824
	Iteration 59Q: 3 clusters Score -1.672855e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348944 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16728549.000000 Penalty: 1161.944824
	Iteration 60F: 3 clusters Score -1.672855e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349047 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -16728551.000000 Penalty: 1161.944824
	Iteration 61Q: 3 clusters Score -1.672855e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349125 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -16728550.000000 Penalty: 1161.944824
	Iteration 62Q: 3 clusters Score -1.672855e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349200 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -16728562.000000 Penalty: 1161.944824
	Iteration 63Q: 3 clusters Score -1.672856e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349270 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -16728556.000000 Penalty: 1161.944824
	Iteration 64Q: 3 clusters Score -1.672856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349335 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -16728596.000000 Penalty: 1161.944824
	Iteration 65Q: 3 clusters Score -1.67286e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349396 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16728571.000000 Penalty: 1161.944824
	Iteration 66Q: 3 clusters Score -1.672857e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349459 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16728563.000000 Penalty: 1161.944824
	Iteration 67Q: 3 clusters Score -1.672856e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349516 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -16728579.000000 Penalty: 1161.944824
	Iteration 68Q: 3 clusters Score -1.672858e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349571 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -16728593.000000 Penalty: 1161.944824
	Iteration 69Q: 3 clusters Score -1.672859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349618 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -16728605.000000 Penalty: 1161.944824
	Iteration 70Q: 3 clusters Score -1.67286e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349656 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -16728616.000000 Penalty: 1161.944824
	Iteration 71Q: 3 clusters Score -1.672862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349688 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16728618.000000 Penalty: 1161.944824
	Iteration 72Q: 3 clusters Score -1.672862e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349732 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16728593.000000 Penalty: 1161.944824
	Iteration 73Q: 3 clusters Score -1.672859e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349778 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -16728632.000000 Penalty: 1161.944824
	Iteration 74Q: 3 clusters Score -1.672863e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349819 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -16728635.000000 Penalty: 1161.944824
	Iteration 75Q: 3 clusters Score -1.672864e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349863 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16728651.000000 Penalty: 1161.944824
	Iteration 76Q: 3 clusters Score -1.672865e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349915 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16728678.000000 Penalty: 1161.944824
	Iteration 77Q: 3 clusters Score -1.672868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349951 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -16728666.000000 Penalty: 1161.944824
	Iteration 78Q: 3 clusters Score -1.672867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349974 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16728627.000000 Penalty: 1161.944824
	Iteration 79Q: 3 clusters Score -1.672863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349994 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16728614.000000 Penalty: 1161.944824
	Iteration 80F: 3 clusters Score -1.672861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350013 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16728615.000000 Penalty: 1161.944824
	Iteration 81Q: 3 clusters Score -1.672862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350029 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -16728610.000000 Penalty: 1161.944824
	Iteration 82Q: 3 clusters Score -1.672861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350039 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16728614.000000 Penalty: 1161.944824
	Iteration 83Q: 3 clusters Score -1.672861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350048 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16728608.000000 Penalty: 1161.944824
	Iteration 84Q: 3 clusters Score -1.672861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350062 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16728612.000000 Penalty: 1161.944824
	Iteration 85Q: 3 clusters Score -1.672861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350076 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16728614.000000 Penalty: 1161.944824
	Iteration 86Q: 3 clusters Score -1.672861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350096 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -16728617.000000 Penalty: 1161.944824
	Iteration 87Q: 3 clusters Score -1.672862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350114 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16728607.000000 Penalty: 1161.944824
	Iteration 88Q: 3 clusters Score -1.672861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350128 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16728609.000000 Penalty: 1161.944824
	Iteration 89Q: 3 clusters Score -1.672861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350143 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16728606.000000 Penalty: 1161.944824
	Iteration 90Q: 3 clusters Score -1.672861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350161 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16728597.000000 Penalty: 1161.944824
	Iteration 91Q: 3 clusters Score -1.67286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350177 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16728592.000000 Penalty: 1161.944824
	Iteration 92Q: 3 clusters Score -1.672859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350192 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16728621.000000 Penalty: 1161.944824
	Iteration 93Q: 3 clusters Score -1.672862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350206 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16728605.000000 Penalty: 1161.944824
	Iteration 94Q: 3 clusters Score -1.67286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350212 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16728621.000000 Penalty: 1161.944824
	Iteration 95Q: 3 clusters Score -1.672862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350217 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16728611.000000 Penalty: 1161.944824
	Iteration 96Q: 3 clusters Score -1.672861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350222 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -16728613.000000 Penalty: 1161.944824
	Iteration 97Q: 3 clusters Score -1.672861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350232 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16728619.000000 Penalty: 1161.944824
	Iteration 98Q: 3 clusters Score -1.672862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350250 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -16728601.000000 Penalty: 1161.944824
	Iteration 99Q: 3 clusters Score -1.67286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350262 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -16728585.000000 Penalty: 1161.944824
	Iteration 100F: 3 clusters Score -1.672858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350280 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16728600.000000 Penalty: 1161.944824
	Iteration 101Q: 3 clusters Score -1.67286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350293 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -16728577.000000 Penalty: 1161.944824
	Iteration 102Q: 3 clusters Score -1.672858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350307 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16728568.000000 Penalty: 1161.944824
	Iteration 103Q: 3 clusters Score -1.672857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350315 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16728559.000000 Penalty: 1161.944824
	Iteration 104Q: 3 clusters Score -1.672856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350321 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16728560.000000 Penalty: 1161.944824
	Iteration 105Q: 3 clusters Score -1.672856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350326 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16728561.000000 Penalty: 1161.944824
	Iteration 106Q: 3 clusters Score -1.672856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350332 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16728567.000000 Penalty: 1161.944824
	Iteration 107Q: 3 clusters Score -1.672857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350336 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16728579.000000 Penalty: 1161.944824
	Iteration 108Q: 3 clusters Score -1.672858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350340 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16728578.000000 Penalty: 1161.944824
	Iteration 109Q: 3 clusters Score -1.672858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350347 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -16728603.000000 Penalty: 1161.944824
	Iteration 110Q: 3 clusters Score -1.67286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350353 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16728582.000000 Penalty: 1161.944824
	Iteration 111Q: 3 clusters Score -1.672858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350366 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -16728591.000000 Penalty: 1161.944824
	Iteration 112Q: 3 clusters Score -1.672859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350375 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16728594.000000 Penalty: 1161.944824
	Iteration 113Q: 3 clusters Score -1.672859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350387 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16728594.000000 Penalty: 1161.944824
	Iteration 114Q: 3 clusters Score -1.672859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350395 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16728603.000000 Penalty: 1161.944824
	Iteration 115Q: 3 clusters Score -1.67286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350406 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16728606.000000 Penalty: 1161.944824
	Iteration 116Q: 3 clusters Score -1.672861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350413 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16728600.000000 Penalty: 1161.944824
	Iteration 117Q: 3 clusters Score -1.67286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350428 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16728581.000000 Penalty: 1161.944824
	Iteration 118Q: 3 clusters Score -1.672858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350440 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16728581.000000 Penalty: 1161.944824
	Iteration 119Q: 3 clusters Score -1.672858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350448 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -16728582.000000 Penalty: 1161.944824
	Iteration 120F: 3 clusters Score -1.672858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350453 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16728580.000000 Penalty: 1161.944824
	Iteration 121Q: 3 clusters Score -1.672858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350459 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -16728577.000000 Penalty: 1161.944824
	Iteration 122Q: 3 clusters Score -1.672858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350466 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16728581.000000 Penalty: 1161.944824
	Iteration 123Q: 3 clusters Score -1.672858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16728582.000000 Penalty: 1161.944824
	Iteration 124Q: 3 clusters Score -1.672858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350475 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16728570.000000 Penalty: 1161.944824
	Iteration 125Q: 3 clusters Score -1.672857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350480 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16728560.000000 Penalty: 1161.944824
	Iteration 126Q: 3 clusters Score -1.672856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350490 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -16728561.000000 Penalty: 1161.944824
	Iteration 127Q: 3 clusters Score -1.672856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350498 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16728565.000000 Penalty: 1161.944824
	Iteration 128Q: 3 clusters Score -1.672856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350506 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16728561.000000 Penalty: 1161.944824
	Iteration 129Q: 3 clusters Score -1.672856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350512 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16728549.000000 Penalty: 1161.944824
	Iteration 130Q: 3 clusters Score -1.672855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350517 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16728554.000000 Penalty: 1161.944824
	Iteration 131Q: 3 clusters Score -1.672855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350524 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16728564.000000 Penalty: 1161.944824
	Iteration 132Q: 3 clusters Score -1.672856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350528 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16728565.000000 Penalty: 1161.944824
	Iteration 133Q: 3 clusters Score -1.672856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350535 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -16728549.000000 Penalty: 1161.944824
	Iteration 134Q: 3 clusters Score -1.672855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350546 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16728543.000000 Penalty: 1161.944824
	Iteration 135Q: 3 clusters Score -1.672854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350555 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16728555.000000 Penalty: 1161.944824
	Iteration 136Q: 3 clusters Score -1.672856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350566 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -16728560.000000 Penalty: 1161.944824
	Iteration 137Q: 3 clusters Score -1.672856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350574 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16728540.000000 Penalty: 1161.944824
	Iteration 138Q: 3 clusters Score -1.672854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350584 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16728542.000000 Penalty: 1161.944824
	Iteration 139Q: 3 clusters Score -1.672854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350590 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16728537.000000 Penalty: 1161.944824
	Iteration 140F: 3 clusters Score -1.672854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350593 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16728533.000000 Penalty: 1161.944824
	Iteration 141Q: 3 clusters Score -1.672853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350596 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -16728536.000000 Penalty: 1161.944824
	Iteration 142Q: 3 clusters Score -1.672854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350600 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -16728546.000000 Penalty: 1161.944824
	Iteration 143Q: 3 clusters Score -1.672855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350601 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -16728535.000000 Penalty: 1161.944824
	Iteration 144Q: 3 clusters Score -1.672854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350603 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16728538.000000 Penalty: 1161.944824
	Iteration 145Q: 3 clusters Score -1.672854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350604 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16728539.000000 Penalty: 1161.944824
	Iteration 146Q: 3 clusters Score -1.672854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350605 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16728534.000000 Penalty: 1161.944824
	Iteration 147Q: 3 clusters Score -1.672853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350606 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16728535.000000 Penalty: 1161.944824
	Iteration 148Q: 3 clusters Score -1.672854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350607 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16728543.000000 Penalty: 1161.944824
	Iteration 149Q: 3 clusters Score -1.672854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350609 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -16728534.000000 Penalty: 1161.944824
	Iteration 150Q: 3 clusters Score -1.672853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350614 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16728520.000000 Penalty: 1161.944824
	Iteration 151Q: 3 clusters Score -1.672852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350617 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16728529.000000 Penalty: 1161.944824
	Iteration 152Q: 3 clusters Score -1.672853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350618 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16728531.000000 Penalty: 1161.944824
	Iteration 153Q: 3 clusters Score -1.672853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350618 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16728539.000000 Penalty: 1161.944824
	Iteration 154Q: 3 clusters Score -1.672854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350622 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16728555.000000 Penalty: 1161.944824
	Iteration 155Q: 3 clusters Score -1.672856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350634 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -16728551.000000 Penalty: 1161.944824
	Iteration 156Q: 3 clusters Score -1.672855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350641 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16728551.000000 Penalty: 1161.944824
	Iteration 157Q: 3 clusters Score -1.672855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350643 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16728546.000000 Penalty: 1161.944824
	Iteration 158Q: 3 clusters Score -1.672855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350644 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16728540.000000 Penalty: 1161.944824
	Iteration 159Q: 3 clusters Score -1.672854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350644 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16728538.000000 Penalty: 1161.944824
	Iteration 160F: 3 clusters Score -1.672854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350645 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16728541.000000 Penalty: 1161.944824
	Iteration 161Q: 3 clusters Score -1.672854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350646 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -16728537.000000 Penalty: 1161.944824
	Iteration 162Q: 3 clusters Score -1.672854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350646 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -16728537.000000 Penalty: 1161.944824
	Iteration 163F: 3 clusters Score -1.672854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Entering Unmasked Estep 
Score: -5254444.000000 Penalty: 526.995605
	Iteration 0F: 2 clusters Score -5254444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -5181842.500000 Penalty: 1053.991211
	Iteration 0F: 3 clusters Score -5181842 nChanged 52587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -5214623.000000 Penalty: 1053.991211
	Iteration 1F: 3 clusters Score -5214623 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5216841.000000 Penalty: 1053.991211
	Iteration 2Q: 3 clusters Score -5216841 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -5220827.500000 Penalty: 1053.991211
	Iteration 3F: 3 clusters Score -5220828 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5227378.000000 Penalty: 1053.991211
	Iteration 4F: 3 clusters Score -5227378 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -5235977.500000 Penalty: 1053.991211
	Iteration 5F: 3 clusters Score -5235978 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -5243994.500000 Penalty: 1053.991211
	Iteration 6F: 3 clusters Score -5243994 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5249589.000000 Penalty: 1053.991211
	Iteration 7F: 3 clusters Score -5249589 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5252351.000000 Penalty: 1053.991211
	Iteration 8Q: 3 clusters Score -5252351 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5253393.000000 Penalty: 1053.991211
	Iteration 9Q: 3 clusters Score -5253393 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5253761.000000 Penalty: 1053.991211
	Iteration 10Q: 3 clusters Score -5253761 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5253864.500000 Penalty: 1053.991211
	Iteration 11Q: 3 clusters Score -5253864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5253917.500000 Penalty: 1053.991211
	Iteration 12Q: 3 clusters Score -5253918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5253949.000000 Penalty: 1053.991211
	Iteration 13Q: 3 clusters Score -5253949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5253964.500000 Penalty: 1053.991211
	Iteration 14Q: 3 clusters Score -5253964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5253971.500000 Penalty: 1053.991211
	Iteration 15Q: 3 clusters Score -5253972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5253980.000000 Penalty: 1053.991211
	Iteration 16Q: 3 clusters Score -5253980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5253984.000000 Penalty: 1053.991211
	Iteration 17Q: 3 clusters Score -5253984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5253987.500000 Penalty: 1053.991211
	Iteration 18Q: 3 clusters Score -5253988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5253987.500000 Penalty: 1053.991211
	Iteration 19F: 3 clusters Score -5253988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -117621.960938 Penalty: 354.981903
	Iteration 0F: 2 clusters Score -117622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -115918.062500 Penalty: 709.963806
	Iteration 0F: 3 clusters Score -115918.1 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -116550.226562 Penalty: 709.963806
	Iteration 1F: 3 clusters Score -116550.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116718.625000 Penalty: 709.963806
	Iteration 2F: 3 clusters Score -116718.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -116893.070312 Penalty: 709.963806
	Iteration 3F: 3 clusters Score -116893.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -117030.093750 Penalty: 709.963806
	Iteration 4F: 3 clusters Score -117030.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -117145.960938 Penalty: 709.963806
	Iteration 5F: 3 clusters Score -117146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -117209.578125 Penalty: 709.963806
	Iteration 6Q: 3 clusters Score -117209.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -117248.312500 Penalty: 709.963806
	Iteration 7Q: 3 clusters Score -117248.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -117282.148438 Penalty: 709.963806
	Iteration 8Q: 3 clusters Score -117282.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117306.195312 Penalty: 709.963806
	Iteration 9Q: 3 clusters Score -117306.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -117322.070312 Penalty: 709.963806
	Iteration 10Q: 3 clusters Score -117322.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117340.757812 Penalty: 709.963806
	Iteration 11Q: 3 clusters Score -117340.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -117356.781250 Penalty: 709.963806
	Iteration 12Q: 3 clusters Score -117356.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117376.328125 Penalty: 709.963806
	Iteration 13Q: 3 clusters Score -117376.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117405.117188 Penalty: 709.963806
	Iteration 14Q: 3 clusters Score -117405.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117434.109375 Penalty: 709.963806
	Iteration 15Q: 3 clusters Score -117434.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117449.335938 Penalty: 709.963806
	Iteration 16Q: 3 clusters Score -117449.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117458.046875 Penalty: 709.963806
	Iteration 17Q: 3 clusters Score -117458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117466.945312 Penalty: 709.963806
	Iteration 18Q: 3 clusters Score -117466.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117471.984375 Penalty: 709.963806
	Iteration 19Q: 3 clusters Score -117472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117478.625000 Penalty: 709.963806
	Iteration 20F: 3 clusters Score -117478.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117482.359375 Penalty: 709.963806
	Iteration 21Q: 3 clusters Score -117482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117484.453125 Penalty: 709.963806
	Iteration 22Q: 3 clusters Score -117484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -117486.398438 Penalty: 709.963806
	Iteration 23Q: 3 clusters Score -117486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117487.906250 Penalty: 709.963806
	Iteration 24Q: 3 clusters Score -117487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117488.414062 Penalty: 709.963806
	Iteration 25Q: 3 clusters Score -117488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -117489.171875 Penalty: 709.963806
	Iteration 26Q: 3 clusters Score -117489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117489.554688 Penalty: 709.963806
	Iteration 27Q: 3 clusters Score -117489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117489.953125 Penalty: 709.963806
	Iteration 28Q: 3 clusters Score -117490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117490.007812 Penalty: 709.963806
	Iteration 29Q: 3 clusters Score -117490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117490.109375 Penalty: 709.963806
	Iteration 30Q: 3 clusters Score -117490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117490.156250 Penalty: 709.963806
	Iteration 31Q: 3 clusters Score -117490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -117491.023438 Penalty: 709.963806
	Iteration 32Q: 3 clusters Score -117491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117491.203125 Penalty: 709.963806
	Iteration 33Q: 3 clusters Score -117491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117491.734375 Penalty: 709.963806
	Iteration 34Q: 3 clusters Score -117491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117492.375000 Penalty: 709.963806
	Iteration 35Q: 3 clusters Score -117492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117492.578125 Penalty: 709.963806
	Iteration 36Q: 3 clusters Score -117492.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117492.578125 Penalty: 709.963806
	Iteration 37F: 3 clusters Score -117492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Entering Unmasked Estep 
Score: -1253129.250000 Penalty: 460.116516
	Iteration 0F: 2 clusters Score -1253129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1236546.125000 Penalty: 920.233032
	Iteration 0F: 3 clusters Score -1236546 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1243364.250000 Penalty: 920.233032
	Iteration 1F: 3 clusters Score -1243364 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1243902.250000 Penalty: 920.233032
	Iteration 2Q: 3 clusters Score -1243902 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1244724.625000 Penalty: 920.233032
	Iteration 3F: 3 clusters Score -1244725 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1245902.375000 Penalty: 920.233032
	Iteration 4F: 3 clusters Score -1245902 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1247328.125000 Penalty: 920.233032
	Iteration 5F: 3 clusters Score -1247328 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1248880.375000 Penalty: 920.233032
	Iteration 6F: 3 clusters Score -1248880 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1250040.625000 Penalty: 920.233032
	Iteration 7F: 3 clusters Score -1250041 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1250483.375000 Penalty: 920.233032
	Iteration 8Q: 3 clusters Score -1250483 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1250671.375000 Penalty: 920.233032
	Iteration 9Q: 3 clusters Score -1250671 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1250774.000000 Penalty: 920.233032
	Iteration 10Q: 3 clusters Score -1250774 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1250851.875000 Penalty: 920.233032
	Iteration 11Q: 3 clusters Score -1250852 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1250949.125000 Penalty: 920.233032
	Iteration 12Q: 3 clusters Score -1250949 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1251032.125000 Penalty: 920.233032
	Iteration 13Q: 3 clusters Score -1251032 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1251102.000000 Penalty: 920.233032
	Iteration 14Q: 3 clusters Score -1251102 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1251163.750000 Penalty: 920.233032
	Iteration 15Q: 3 clusters Score -1251164 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1251250.750000 Penalty: 920.233032
	Iteration 16Q: 3 clusters Score -1251251 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1251346.125000 Penalty: 920.233032
	Iteration 17Q: 3 clusters Score -1251346 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1251433.125000 Penalty: 920.233032
	Iteration 18Q: 3 clusters Score -1251433 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1251512.125000 Penalty: 920.233032
	Iteration 19Q: 3 clusters Score -1251512 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1251601.500000 Penalty: 920.233032
	Iteration 20F: 3 clusters Score -1251602 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1251685.750000 Penalty: 920.233032
	Iteration 21Q: 3 clusters Score -1251686 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1251762.000000 Penalty: 920.233032
	Iteration 22Q: 3 clusters Score -1251762 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1251860.125000 Penalty: 920.233032
	Iteration 23Q: 3 clusters Score -1251860 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1251961.375000 Penalty: 920.233032
	Iteration 24Q: 3 clusters Score -1251961 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1252061.750000 Penalty: 920.233032
	Iteration 25Q: 3 clusters Score -1252062 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1252157.000000 Penalty: 920.233032
	Iteration 26Q: 3 clusters Score -1252157 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1252244.375000 Penalty: 920.233032
	Iteration 27Q: 3 clusters Score -1252244 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1252331.000000 Penalty: 920.233032
	Iteration 28Q: 3 clusters Score -1252331 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1252407.750000 Penalty: 920.233032
	Iteration 29Q: 3 clusters Score -1252408 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1252463.750000 Penalty: 920.233032
	Iteration 30Q: 3 clusters Score -1252464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1252509.875000 Penalty: 920.233032
	Iteration 31Q: 3 clusters Score -1252510 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1252544.500000 Penalty: 920.233032
	Iteration 32Q: 3 clusters Score -1252544 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1252594.250000 Penalty: 920.233032
	Iteration 33Q: 3 clusters Score -1252594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1252630.375000 Penalty: 920.233032
	Iteration 34Q: 3 clusters Score -1252630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1252660.375000 Penalty: 920.233032
	Iteration 35Q: 3 clusters Score -1252660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1252681.875000 Penalty: 920.233032
	Iteration 36Q: 3 clusters Score -1252682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1252702.000000 Penalty: 920.233032
	Iteration 37Q: 3 clusters Score -1252702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1252720.250000 Penalty: 920.233032
	Iteration 38Q: 3 clusters Score -1252720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1252738.750000 Penalty: 920.233032
	Iteration 39Q: 3 clusters Score -1252739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1252758.125000 Penalty: 920.233032
	Iteration 40F: 3 clusters Score -1252758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1252769.000000 Penalty: 920.233032
	Iteration 41Q: 3 clusters Score -1252769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1252784.250000 Penalty: 920.233032
	Iteration 42Q: 3 clusters Score -1252784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1252798.500000 Penalty: 920.233032
	Iteration 43Q: 3 clusters Score -1252798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1252809.375000 Penalty: 920.233032
	Iteration 44Q: 3 clusters Score -1252809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1252824.125000 Penalty: 920.233032
	Iteration 45Q: 3 clusters Score -1252824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1252840.250000 Penalty: 920.233032
	Iteration 46Q: 3 clusters Score -1252840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1252849.750000 Penalty: 920.233032
	Iteration 47Q: 3 clusters Score -1252850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1252854.625000 Penalty: 920.233032
	Iteration 48Q: 3 clusters Score -1252855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1252861.000000 Penalty: 920.233032
	Iteration 49Q: 3 clusters Score -1252861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1252862.250000 Penalty: 920.233032
	Iteration 50Q: 3 clusters Score -1252862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1252863.375000 Penalty: 920.233032
	Iteration 51Q: 3 clusters Score -1252863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1252864.875000 Penalty: 920.233032
	Iteration 52Q: 3 clusters Score -1252865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1252863.875000 Penalty: 920.233032
	Iteration 53Q: 3 clusters Score -1252864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1252864.250000 Penalty: 920.233032
	Iteration 54Q: 3 clusters Score -1252864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1252865.375000 Penalty: 920.233032
	Iteration 55Q: 3 clusters Score -1252865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1252865.375000 Penalty: 920.233032
	Iteration 56F: 3 clusters Score -1252865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -6455.181641 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -6455.182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6187.363281 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -6187.363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6266.033691 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -6266.034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6334.258789 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -6334.259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6347.541504 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -6347.542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6354.157227 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -6354.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6354.157227 Penalty: 465.190857
	Iteration 5F: 3 clusters Score -6354.157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Entering Unmasked Estep 
Score: -1563637.000000 Penalty: 470.126068
	Iteration 0F: 2 clusters Score -1563637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1543198.625000 Penalty: 940.252136
	Iteration 0F: 3 clusters Score -1543199 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1551860.125000 Penalty: 940.252136
	Iteration 1F: 3 clusters Score -1551860 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1552428.375000 Penalty: 940.252136
	Iteration 2Q: 3 clusters Score -1552428 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1553296.375000 Penalty: 940.252136
	Iteration 3F: 3 clusters Score -1553296 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1554625.250000 Penalty: 940.252136
	Iteration 4F: 3 clusters Score -1554625 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1556522.875000 Penalty: 940.252136
	Iteration 5F: 3 clusters Score -1556523 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1558372.500000 Penalty: 940.252136
	Iteration 6F: 3 clusters Score -1558372 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1559432.250000 Penalty: 940.252136
	Iteration 7F: 3 clusters Score -1559432 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1559898.250000 Penalty: 940.252136
	Iteration 8Q: 3 clusters Score -1559898 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1560147.875000 Penalty: 940.252136
	Iteration 9Q: 3 clusters Score -1560148 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1560346.875000 Penalty: 940.252136
	Iteration 10Q: 3 clusters Score -1560347 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1560520.000000 Penalty: 940.252136
	Iteration 11Q: 3 clusters Score -1560520 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1560701.500000 Penalty: 940.252136
	Iteration 12Q: 3 clusters Score -1560702 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1560883.250000 Penalty: 940.252136
	Iteration 13Q: 3 clusters Score -1560883 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1561075.000000 Penalty: 940.252136
	Iteration 14Q: 3 clusters Score -1561075 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1561223.000000 Penalty: 940.252136
	Iteration 15Q: 3 clusters Score -1561223 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1561348.500000 Penalty: 940.252136
	Iteration 16Q: 3 clusters Score -1561348 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1561457.625000 Penalty: 940.252136
	Iteration 17Q: 3 clusters Score -1561458 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1561560.500000 Penalty: 940.252136
	Iteration 18Q: 3 clusters Score -1561560 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1561664.750000 Penalty: 940.252136
	Iteration 19Q: 3 clusters Score -1561665 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1561775.500000 Penalty: 940.252136
	Iteration 20F: 3 clusters Score -1561776 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1561889.500000 Penalty: 940.252136
	Iteration 21Q: 3 clusters Score -1561890 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1562026.125000 Penalty: 940.252136
	Iteration 22Q: 3 clusters Score -1562026 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1562179.000000 Penalty: 940.252136
	Iteration 23Q: 3 clusters Score -1562179 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1562337.500000 Penalty: 940.252136
	Iteration 24Q: 3 clusters Score -1562338 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1562467.750000 Penalty: 940.252136
	Iteration 25Q: 3 clusters Score -1562468 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1562598.250000 Penalty: 940.252136
	Iteration 26Q: 3 clusters Score -1562598 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1562713.625000 Penalty: 940.252136
	Iteration 27Q: 3 clusters Score -1562714 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1562808.875000 Penalty: 940.252136
	Iteration 28Q: 3 clusters Score -1562809 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1562890.875000 Penalty: 940.252136
	Iteration 29Q: 3 clusters Score -1562891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1562942.375000 Penalty: 940.252136
	Iteration 30Q: 3 clusters Score -1562942 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1563003.875000 Penalty: 940.252136
	Iteration 31Q: 3 clusters Score -1563004 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1563051.125000 Penalty: 940.252136
	Iteration 32Q: 3 clusters Score -1563051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1563083.250000 Penalty: 940.252136
	Iteration 33Q: 3 clusters Score -1563083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1563116.500000 Penalty: 940.252136
	Iteration 34Q: 3 clusters Score -1563116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1563145.750000 Penalty: 940.252136
	Iteration 35Q: 3 clusters Score -1563146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1563170.375000 Penalty: 940.252136
	Iteration 36Q: 3 clusters Score -1563170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1563201.750000 Penalty: 940.252136
	Iteration 37Q: 3 clusters Score -1563202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1563225.875000 Penalty: 940.252136
	Iteration 38Q: 3 clusters Score -1563226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1563242.375000 Penalty: 940.252136
	Iteration 39Q: 3 clusters Score -1563242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1563257.375000 Penalty: 940.252136
	Iteration 40F: 3 clusters Score -1563257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1563274.875000 Penalty: 940.252136
	Iteration 41Q: 3 clusters Score -1563275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1563287.125000 Penalty: 940.252136
	Iteration 42Q: 3 clusters Score -1563287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1563292.375000 Penalty: 940.252136
	Iteration 43Q: 3 clusters Score -1563292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1563295.250000 Penalty: 940.252136
	Iteration 44Q: 3 clusters Score -1563295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1563296.250000 Penalty: 940.252136
	Iteration 45Q: 3 clusters Score -1563296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1563296.750000 Penalty: 940.252136
	Iteration 46Q: 3 clusters Score -1563297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1563297.125000 Penalty: 940.252136
	Iteration 47Q: 3 clusters Score -1563297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1563300.125000 Penalty: 940.252136
	Iteration 48Q: 3 clusters Score -1563300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1563303.250000 Penalty: 940.252136
	Iteration 49Q: 3 clusters Score -1563303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1563305.750000 Penalty: 940.252136
	Iteration 50Q: 3 clusters Score -1563306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1563311.500000 Penalty: 940.252136
	Iteration 51Q: 3 clusters Score -1563312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1563316.375000 Penalty: 940.252136
	Iteration 52Q: 3 clusters Score -1563316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1563320.625000 Penalty: 940.252136
	Iteration 53Q: 3 clusters Score -1563321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1563324.250000 Penalty: 940.252136
	Iteration 54Q: 3 clusters Score -1563324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1563322.875000 Penalty: 940.252136
	Iteration 55Q: 3 clusters Score -1563323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1563324.500000 Penalty: 940.252136
	Iteration 56Q: 3 clusters Score -1563324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1563324.500000 Penalty: 940.252136
	Iteration 57Q: 3 clusters Score -1563324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1563325.125000 Penalty: 940.252136
	Iteration 58Q: 3 clusters Score -1563325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1563324.375000 Penalty: 940.252136
	Iteration 59Q: 3 clusters Score -1563324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1563324.250000 Penalty: 940.252136
	Iteration 60F: 3 clusters Score -1563324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1563324.875000 Penalty: 940.252136
	Iteration 61Q: 3 clusters Score -1563325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1563325.625000 Penalty: 940.252136
	Iteration 62Q: 3 clusters Score -1563326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1563328.250000 Penalty: 940.252136
	Iteration 63Q: 3 clusters Score -1563328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1563327.875000 Penalty: 940.252136
	Iteration 64Q: 3 clusters Score -1563328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1563330.000000 Penalty: 940.252136
	Iteration 65Q: 3 clusters Score -1563330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1563329.875000 Penalty: 940.252136
	Iteration 66Q: 3 clusters Score -1563330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1563329.375000 Penalty: 940.252136
	Iteration 67Q: 3 clusters Score -1563329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1563329.875000 Penalty: 940.252136
	Iteration 68Q: 3 clusters Score -1563330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1563333.375000 Penalty: 940.252136
	Iteration 69Q: 3 clusters Score -1563333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1563333.375000 Penalty: 940.252136
	Iteration 70F: 3 clusters Score -1563333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -8370.850586 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -8370.851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8101.419434 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -8101.419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8195.467773 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -8195.468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8222.185547 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -8222.186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8240.394531 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -8240.395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8247.371094 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -8247.371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8250.163086 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -8250.163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8251.166992 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -8251.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8251.166992 Penalty: 486.152405
	Iteration 7F: 3 clusters Score -8251.167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -18624.406250 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -18624.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18169.710938 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -18169.71 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18354.169922 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -18354.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18481.226562 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -18481.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18629.326172 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -18629.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18828.003906 Penalty: 556.345093
	Iteration 4F: 3 clusters Score -18828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18954.804688 Penalty: 556.345093
	Iteration 5F: 3 clusters Score -18954.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19005.578125 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -19005.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19006.310547 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -19006.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19006.310547 Penalty: 556.345093
	Iteration 8F: 3 clusters Score -19006.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351029 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 119 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 333 members 
Entering Unmasked Estep 
Score: -28391630.000000 Penalty: 16968.279297
Splitting cluster 10 changes total score from -28391600.000000 to -28391630.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -23647.441406 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -23647.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23079.773438 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -23079.77 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23233.253906 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -23233.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23314.431641 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -23314.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23361.753906 Penalty: 580.745239
	Iteration 3F: 3 clusters Score -23361.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23382.808594 Penalty: 580.745239
	Iteration 4Q: 3 clusters Score -23382.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23404.839844 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -23404.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23429.228516 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -23429.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23452.527344 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -23452.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23469.416016 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -23469.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23480.160156 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -23480.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23492.044922 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -23492.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23533.968750 Penalty: 580.745239
	Iteration 11Q: 3 clusters Score -23533.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23595.853516 Penalty: 580.745239
	Iteration 12Q: 3 clusters Score -23595.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23620.318359 Penalty: 580.745239
	Iteration 13Q: 3 clusters Score -23620.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23630.992188 Penalty: 580.745239
	Iteration 14Q: 3 clusters Score -23630.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23641.720703 Penalty: 580.745239
	Iteration 15Q: 3 clusters Score -23641.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23643.607422 Penalty: 580.745239
	Iteration 16Q: 3 clusters Score -23643.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23643.912109 Penalty: 580.745239
	Iteration 17Q: 3 clusters Score -23643.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23644.214844 Penalty: 580.745239
	Iteration 18Q: 3 clusters Score -23644.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23644.214844 Penalty: 580.745239
	Iteration 19F: 3 clusters Score -23644.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -54729.117188 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -54729.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -53773.562500 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -53773.56 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -54209.460938 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -54209.46 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -54409.035156 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -54409.04 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -54503.355469 Penalty: 650.069214
	Iteration 3F: 3 clusters Score -54503.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -54568.253906 Penalty: 650.069214
	Iteration 4F: 3 clusters Score -54568.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -54605.304688 Penalty: 650.069214
	Iteration 5Q: 3 clusters Score -54605.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -54628.351562 Penalty: 650.069214
	Iteration 6Q: 3 clusters Score -54628.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -54646.089844 Penalty: 650.069214
	Iteration 7Q: 3 clusters Score -54646.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -54653.128906 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -54653.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -54659.613281 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -54659.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -54663.835938 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -54663.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -54667.394531 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -54667.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -54669.171875 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -54669.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -54669.171875 Penalty: 650.069214
	Iteration 13F: 3 clusters Score -54669.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -13971.487305 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -13971.49 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 146 members 
Entering Unmasked Estep 
Score: -13612.018555 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -13612.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13682.543945 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -13682.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13700.635742 Penalty: 524.917236
	Iteration 2Q: 3 clusters Score -13700.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13721.376953 Penalty: 524.917236
	Iteration 3F: 3 clusters Score -13721.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13735.535156 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -13735.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13743.681641 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -13743.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13749.007812 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -13749.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13751.921875 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -13751.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13754.839844 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -13754.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13757.805664 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -13757.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13757.805664 Penalty: 524.917236
	Iteration 10F: 3 clusters Score -13757.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -16220.865234 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -16220.87 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 205 members 
Entering Unmasked Estep 
Score: -15801.303711 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -15801.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15909.508789 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -15909.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15960.083984 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -15960.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16003.040039 Penalty: 545.677185
	Iteration 3F: 3 clusters Score -16003.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16050.984375 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -16050.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16126.673828 Penalty: 545.677185
	Iteration 5F: 3 clusters Score -16126.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16198.491211 Penalty: 545.677185
	Iteration 6F: 3 clusters Score -16198.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16254.458984 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -16254.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16286.345703 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -16286.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16316.835938 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -16316.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16321.017578 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -16321.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16321.017578 Penalty: 545.677185
	Iteration 11F: 3 clusters Score -16321.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351029 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 119 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 170 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 232 members 
Entering Unmasked Estep 
Score: -28391396.000000 Penalty: 17574.289062
Splitting cluster 14 changes total score from -28391600.000000 to -28391396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -58406.195312 Penalty: 323.722015
	Iteration 0F: 2 clusters Score -58406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -57434.835938 Penalty: 647.444031
	Iteration 0F: 3 clusters Score -57434.84 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -57721.476562 Penalty: 647.444031
	Iteration 1F: 3 clusters Score -57721.48 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -57782.164062 Penalty: 647.444031
	Iteration 2F: 3 clusters Score -57782.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -57829.496094 Penalty: 647.444031
	Iteration 3F: 3 clusters Score -57829.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -57862.464844 Penalty: 647.444031
	Iteration 4Q: 3 clusters Score -57862.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -57910.105469 Penalty: 647.444031
	Iteration 5Q: 3 clusters Score -57910.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57965.750000 Penalty: 647.444031
	Iteration 6Q: 3 clusters Score -57965.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58017.253906 Penalty: 647.444031
	Iteration 7Q: 3 clusters Score -58017.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58062.718750 Penalty: 647.444031
	Iteration 8Q: 3 clusters Score -58062.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58109.433594 Penalty: 647.444031
	Iteration 9Q: 3 clusters Score -58109.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58144.164062 Penalty: 647.444031
	Iteration 10Q: 3 clusters Score -58144.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58167.578125 Penalty: 647.444031
	Iteration 11Q: 3 clusters Score -58167.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58180.796875 Penalty: 647.444031
	Iteration 12Q: 3 clusters Score -58180.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58186.398438 Penalty: 647.444031
	Iteration 13Q: 3 clusters Score -58186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58189.324219 Penalty: 647.444031
	Iteration 14Q: 3 clusters Score -58189.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58190.140625 Penalty: 647.444031
	Iteration 15Q: 3 clusters Score -58190.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58190.140625 Penalty: 647.444031
	Iteration 16F: 3 clusters Score -58190.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Entering Unmasked Estep 
Score: -1259054.250000 Penalty: 460.355865
	Iteration 0F: 2 clusters Score -1259054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1242487.125000 Penalty: 920.711731
	Iteration 0F: 3 clusters Score -1242487 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1249759.625000 Penalty: 920.711731
	Iteration 1F: 3 clusters Score -1249760 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1250429.000000 Penalty: 920.711731
	Iteration 2F: 3 clusters Score -1250429 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1251328.500000 Penalty: 920.711731
	Iteration 3F: 3 clusters Score -1251328 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1252480.250000 Penalty: 920.711731
	Iteration 4F: 3 clusters Score -1252480 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1253880.375000 Penalty: 920.711731
	Iteration 5F: 3 clusters Score -1253880 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1255075.000000 Penalty: 920.711731
	Iteration 6F: 3 clusters Score -1255075 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1255713.000000 Penalty: 920.711731
	Iteration 7Q: 3 clusters Score -1255713 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1256069.750000 Penalty: 920.711731
	Iteration 8Q: 3 clusters Score -1256070 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1256327.500000 Penalty: 920.711731
	Iteration 9Q: 3 clusters Score -1256328 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1256553.625000 Penalty: 920.711731
	Iteration 10Q: 3 clusters Score -1256554 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1256776.125000 Penalty: 920.711731
	Iteration 11Q: 3 clusters Score -1256776 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1257013.125000 Penalty: 920.711731
	Iteration 12Q: 3 clusters Score -1257013 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1257205.000000 Penalty: 920.711731
	Iteration 13Q: 3 clusters Score -1257205 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1257386.375000 Penalty: 920.711731
	Iteration 14Q: 3 clusters Score -1257386 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1257544.750000 Penalty: 920.711731
	Iteration 15Q: 3 clusters Score -1257545 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1257705.000000 Penalty: 920.711731
	Iteration 16Q: 3 clusters Score -1257705 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -1257831.125000 Penalty: 920.711731
	Iteration 17Q: 3 clusters Score -1257831 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1257945.250000 Penalty: 920.711731
	Iteration 18Q: 3 clusters Score -1257945 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1258050.375000 Penalty: 920.711731
	Iteration 19Q: 3 clusters Score -1258050 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -1258140.250000 Penalty: 920.711731
	Iteration 20F: 3 clusters Score -1258140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -1258224.125000 Penalty: 920.711731
	Iteration 21Q: 3 clusters Score -1258224 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -1258322.000000 Penalty: 920.711731
	Iteration 22Q: 3 clusters Score -1258322 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -1258390.000000 Penalty: 920.711731
	Iteration 23Q: 3 clusters Score -1258390 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -1258460.125000 Penalty: 920.711731
	Iteration 24Q: 3 clusters Score -1258460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -1258511.625000 Penalty: 920.711731
	Iteration 25Q: 3 clusters Score -1258512 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -1258566.750000 Penalty: 920.711731
	Iteration 26Q: 3 clusters Score -1258567 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -1258609.500000 Penalty: 920.711731
	Iteration 27Q: 3 clusters Score -1258610 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -1258642.875000 Penalty: 920.711731
	Iteration 28Q: 3 clusters Score -1258643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -1258663.000000 Penalty: 920.711731
	Iteration 29Q: 3 clusters Score -1258663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -1258688.000000 Penalty: 920.711731
	Iteration 30Q: 3 clusters Score -1258688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -1258710.875000 Penalty: 920.711731
	Iteration 31Q: 3 clusters Score -1258711 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -1258748.250000 Penalty: 920.711731
	Iteration 32Q: 3 clusters Score -1258748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1258771.625000 Penalty: 920.711731
	Iteration 33Q: 3 clusters Score -1258772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -1258791.375000 Penalty: 920.711731
	Iteration 34Q: 3 clusters Score -1258791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -1258803.875000 Penalty: 920.711731
	Iteration 35Q: 3 clusters Score -1258804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -1258814.125000 Penalty: 920.711731
	Iteration 36Q: 3 clusters Score -1258814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -1258832.250000 Penalty: 920.711731
	Iteration 37Q: 3 clusters Score -1258832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -1258852.625000 Penalty: 920.711731
	Iteration 38Q: 3 clusters Score -1258853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -1258864.125000 Penalty: 920.711731
	Iteration 39Q: 3 clusters Score -1258864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -1258877.750000 Penalty: 920.711731
	Iteration 40F: 3 clusters Score -1258878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1258881.125000 Penalty: 920.711731
	Iteration 41Q: 3 clusters Score -1258881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -1258881.375000 Penalty: 920.711731
	Iteration 42Q: 3 clusters Score -1258881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -1258883.375000 Penalty: 920.711731
	Iteration 43Q: 3 clusters Score -1258883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -1258881.375000 Penalty: 920.711731
	Iteration 44Q: 3 clusters Score -1258881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -1258883.375000 Penalty: 920.711731
	Iteration 45Q: 3 clusters Score -1258883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -1258885.875000 Penalty: 920.711731
	Iteration 46Q: 3 clusters Score -1258886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1258885.625000 Penalty: 920.711731
	Iteration 47Q: 3 clusters Score -1258886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -1258885.000000 Penalty: 920.711731
	Iteration 48Q: 3 clusters Score -1258885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -1258884.750000 Penalty: 920.711731
	Iteration 49Q: 3 clusters Score -1258885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -1258885.750000 Penalty: 920.711731
	Iteration 50Q: 3 clusters Score -1258886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -1258888.625000 Penalty: 920.711731
	Iteration 51Q: 3 clusters Score -1258889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1258888.500000 Penalty: 920.711731
	Iteration 52Q: 3 clusters Score -1258888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -1258889.000000 Penalty: 920.711731
	Iteration 53Q: 3 clusters Score -1258889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -1258888.125000 Penalty: 920.711731
	Iteration 54Q: 3 clusters Score -1258888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -1258888.125000 Penalty: 920.711731
	Iteration 55F: 3 clusters Score -1258888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -302328.156250 Penalty: 400.936951
	Iteration 0F: 2 clusters Score -302328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -297846.937500 Penalty: 801.873901
	Iteration 0F: 3 clusters Score -297846.9 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -299438.312500 Penalty: 801.873901
	Iteration 1F: 3 clusters Score -299438.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -299560.125000 Penalty: 801.873901
	Iteration 2F: 3 clusters Score -299560.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -299711.437500 Penalty: 801.873901
	Iteration 3F: 3 clusters Score -299711.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -299902.718750 Penalty: 801.873901
	Iteration 4F: 3 clusters Score -299902.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -300156.750000 Penalty: 801.873901
	Iteration 5F: 3 clusters Score -300156.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -300491.968750 Penalty: 801.873901
	Iteration 6F: 3 clusters Score -300492 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -300867.937500 Penalty: 801.873901
	Iteration 7F: 3 clusters Score -300867.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -301232.406250 Penalty: 801.873901
	Iteration 8F: 3 clusters Score -301232.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -301487.031250 Penalty: 801.873901
	Iteration 9Q: 3 clusters Score -301487 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -301694.843750 Penalty: 801.873901
	Iteration 10Q: 3 clusters Score -301694.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -301878.375000 Penalty: 801.873901
	Iteration 11Q: 3 clusters Score -301878.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -302013.062500 Penalty: 801.873901
	Iteration 12Q: 3 clusters Score -302013.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -302071.375000 Penalty: 801.873901
	Iteration 13Q: 3 clusters Score -302071.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -302103.843750 Penalty: 801.873901
	Iteration 14Q: 3 clusters Score -302103.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -302120.250000 Penalty: 801.873901
	Iteration 15Q: 3 clusters Score -302120.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -302125.531250 Penalty: 801.873901
	Iteration 16Q: 3 clusters Score -302125.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -302131.781250 Penalty: 801.873901
	Iteration 17Q: 3 clusters Score -302131.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -302137.593750 Penalty: 801.873901
	Iteration 18Q: 3 clusters Score -302137.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -302140.406250 Penalty: 801.873901
	Iteration 19Q: 3 clusters Score -302140.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -302141.125000 Penalty: 801.873901
	Iteration 20F: 3 clusters Score -302141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -302142.218750 Penalty: 801.873901
	Iteration 21Q: 3 clusters Score -302142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -302141.468750 Penalty: 801.873901
	Iteration 22Q: 3 clusters Score -302141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -302141.468750 Penalty: 801.873901
	Iteration 23F: 3 clusters Score -302141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -227162.250000 Penalty: 384.249878
	Iteration 0F: 2 clusters Score -227162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -224008.390625 Penalty: 768.499756
	Iteration 0F: 3 clusters Score -224008.4 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -225149.546875 Penalty: 768.499756
	Iteration 1F: 3 clusters Score -225149.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -225293.718750 Penalty: 768.499756
	Iteration 2F: 3 clusters Score -225293.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -225460.562500 Penalty: 768.499756
	Iteration 3F: 3 clusters Score -225460.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -225688.406250 Penalty: 768.499756
	Iteration 4F: 3 clusters Score -225688.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -225973.468750 Penalty: 768.499756
	Iteration 5F: 3 clusters Score -225973.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -226228.046875 Penalty: 768.499756
	Iteration 6F: 3 clusters Score -226228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -226396.250000 Penalty: 768.499756
	Iteration 7F: 3 clusters Score -226396.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -226482.343750 Penalty: 768.499756
	Iteration 8Q: 3 clusters Score -226482.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -226543.218750 Penalty: 768.499756
	Iteration 9Q: 3 clusters Score -226543.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -226592.046875 Penalty: 768.499756
	Iteration 10Q: 3 clusters Score -226592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -226636.671875 Penalty: 768.499756
	Iteration 11Q: 3 clusters Score -226636.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -226678.140625 Penalty: 768.499756
	Iteration 12Q: 3 clusters Score -226678.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -226714.984375 Penalty: 768.499756
	Iteration 13Q: 3 clusters Score -226715 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -226740.531250 Penalty: 768.499756
	Iteration 14Q: 3 clusters Score -226740.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -226755.296875 Penalty: 768.499756
	Iteration 15Q: 3 clusters Score -226755.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -226767.843750 Penalty: 768.499756
	Iteration 16Q: 3 clusters Score -226767.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -226773.109375 Penalty: 768.499756
	Iteration 17Q: 3 clusters Score -226773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -226776.296875 Penalty: 768.499756
	Iteration 18Q: 3 clusters Score -226776.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -226778.406250 Penalty: 768.499756
	Iteration 19Q: 3 clusters Score -226778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -226782.234375 Penalty: 768.499756
	Iteration 20F: 3 clusters Score -226782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -226786.109375 Penalty: 768.499756
	Iteration 21Q: 3 clusters Score -226786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -226788.500000 Penalty: 768.499756
	Iteration 22Q: 3 clusters Score -226788.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -226791.750000 Penalty: 768.499756
	Iteration 23Q: 3 clusters Score -226791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -226796.031250 Penalty: 768.499756
	Iteration 24Q: 3 clusters Score -226796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -226797.093750 Penalty: 768.499756
	Iteration 25Q: 3 clusters Score -226797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -226800.437500 Penalty: 768.499756
	Iteration 26Q: 3 clusters Score -226800.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -226803.984375 Penalty: 768.499756
	Iteration 27Q: 3 clusters Score -226804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -226806.359375 Penalty: 768.499756
	Iteration 28Q: 3 clusters Score -226806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -226809.421875 Penalty: 768.499756
	Iteration 29Q: 3 clusters Score -226809.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -226813.265625 Penalty: 768.499756
	Iteration 30Q: 3 clusters Score -226813.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -226818.375000 Penalty: 768.499756
	Iteration 31Q: 3 clusters Score -226818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -226825.296875 Penalty: 768.499756
	Iteration 32Q: 3 clusters Score -226825.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -226831.812500 Penalty: 768.499756
	Iteration 33Q: 3 clusters Score -226831.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -226838.640625 Penalty: 768.499756
	Iteration 34Q: 3 clusters Score -226838.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -226842.937500 Penalty: 768.499756
	Iteration 35Q: 3 clusters Score -226842.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -226851.250000 Penalty: 768.499756
	Iteration 36Q: 3 clusters Score -226851.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -226864.609375 Penalty: 768.499756
	Iteration 37Q: 3 clusters Score -226864.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -226872.000000 Penalty: 768.499756
	Iteration 38Q: 3 clusters Score -226872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -226874.921875 Penalty: 768.499756
	Iteration 39Q: 3 clusters Score -226874.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -226876.531250 Penalty: 768.499756
	Iteration 40F: 3 clusters Score -226876.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -226878.281250 Penalty: 768.499756
	Iteration 41Q: 3 clusters Score -226878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -226879.265625 Penalty: 768.499756
	Iteration 42Q: 3 clusters Score -226879.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -226881.171875 Penalty: 768.499756
	Iteration 43Q: 3 clusters Score -226881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -226880.843750 Penalty: 768.499756
	Iteration 44Q: 3 clusters Score -226880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -226881.203125 Penalty: 768.499756
	Iteration 45Q: 3 clusters Score -226881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -226881.718750 Penalty: 768.499756
	Iteration 46Q: 3 clusters Score -226881.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -226881.718750 Penalty: 768.499756
	Iteration 47F: 3 clusters Score -226881.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -140262.781250 Penalty: 360.148346
	Iteration 0F: 2 clusters Score -140262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -138383.781250 Penalty: 720.296692
	Iteration 0F: 3 clusters Score -138383.8 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -139081.562500 Penalty: 720.296692
	Iteration 1F: 3 clusters Score -139081.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -139240.406250 Penalty: 720.296692
	Iteration 2F: 3 clusters Score -139240.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -139424.453125 Penalty: 720.296692
	Iteration 3F: 3 clusters Score -139424.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -139599.218750 Penalty: 720.296692
	Iteration 4F: 3 clusters Score -139599.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -139696.156250 Penalty: 720.296692
	Iteration 5F: 3 clusters Score -139696.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -139756.453125 Penalty: 720.296692
	Iteration 6Q: 3 clusters Score -139756.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139789.250000 Penalty: 720.296692
	Iteration 7Q: 3 clusters Score -139789.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139814.046875 Penalty: 720.296692
	Iteration 8Q: 3 clusters Score -139814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139835.015625 Penalty: 720.296692
	Iteration 9Q: 3 clusters Score -139835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139853.781250 Penalty: 720.296692
	Iteration 10Q: 3 clusters Score -139853.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -139877.000000 Penalty: 720.296692
	Iteration 11Q: 3 clusters Score -139877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139900.796875 Penalty: 720.296692
	Iteration 12Q: 3 clusters Score -139900.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -139920.828125 Penalty: 720.296692
	Iteration 13Q: 3 clusters Score -139920.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -139930.484375 Penalty: 720.296692
	Iteration 14Q: 3 clusters Score -139930.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -139939.500000 Penalty: 720.296692
	Iteration 15Q: 3 clusters Score -139939.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -139947.109375 Penalty: 720.296692
	Iteration 16Q: 3 clusters Score -139947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -139951.015625 Penalty: 720.296692
	Iteration 17Q: 3 clusters Score -139951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -139954.968750 Penalty: 720.296692
	Iteration 18Q: 3 clusters Score -139955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -139958.031250 Penalty: 720.296692
	Iteration 19Q: 3 clusters Score -139958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -139960.765625 Penalty: 720.296692
	Iteration 20F: 3 clusters Score -139960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -139963.890625 Penalty: 720.296692
	Iteration 21Q: 3 clusters Score -139963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -139968.687500 Penalty: 720.296692
	Iteration 22Q: 3 clusters Score -139968.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -139972.953125 Penalty: 720.296692
	Iteration 23Q: 3 clusters Score -139973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -139978.921875 Penalty: 720.296692
	Iteration 24Q: 3 clusters Score -139978.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -139985.500000 Penalty: 720.296692
	Iteration 25Q: 3 clusters Score -139985.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -139992.750000 Penalty: 720.296692
	Iteration 26Q: 3 clusters Score -139992.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -139995.984375 Penalty: 720.296692
	Iteration 27Q: 3 clusters Score -139996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -139996.593750 Penalty: 720.296692
	Iteration 28Q: 3 clusters Score -139996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -139997.125000 Penalty: 720.296692
	Iteration 29Q: 3 clusters Score -139997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -139997.250000 Penalty: 720.296692
	Iteration 30Q: 3 clusters Score -139997.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -139997.250000 Penalty: 720.296692
	Iteration 31F: 3 clusters Score -139997.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -61493.703125 Penalty: 329.384277
	Iteration 0F: 2 clusters Score -61493.7 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 721 members 
Entering Unmasked Estep 
Score: -60433.121094 Penalty: 658.768555
	Iteration 0F: 3 clusters Score -60433.12 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -60838.269531 Penalty: 658.768555
	Iteration 1F: 3 clusters Score -60838.27 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -60995.613281 Penalty: 658.768555
	Iteration 2F: 3 clusters Score -60995.61 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -61140.398438 Penalty: 658.768555
	Iteration 3F: 3 clusters Score -61140.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -61249.539062 Penalty: 658.768555
	Iteration 4F: 3 clusters Score -61249.54 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -61369.789062 Penalty: 658.768555
	Iteration 5F: 3 clusters Score -61369.79 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -61452.746094 Penalty: 658.768555
	Iteration 6F: 3 clusters Score -61452.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -61469.308594 Penalty: 658.768555
	Iteration 7Q: 3 clusters Score -61469.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -61480.027344 Penalty: 658.768555
	Iteration 8Q: 3 clusters Score -61480.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -61488.019531 Penalty: 658.768555
	Iteration 9Q: 3 clusters Score -61488.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -61494.332031 Penalty: 658.768555
	Iteration 10Q: 3 clusters Score -61494.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -61498.519531 Penalty: 658.768555
	Iteration 11Q: 3 clusters Score -61498.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -61498.960938 Penalty: 658.768555
	Iteration 12Q: 3 clusters Score -61498.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -61499.070312 Penalty: 658.768555
	Iteration 13Q: 3 clusters Score -61499.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -61499.640625 Penalty: 658.768555
	Iteration 14Q: 3 clusters Score -61499.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -61499.640625 Penalty: 658.768555
	Iteration 15F: 3 clusters Score -61499.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351029 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 119 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 198 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 1195 members 
Entering Unmasked Estep 
Score: -28391384.000000 Penalty: 17574.289062
Splitting cluster 20 changes total score from -28391600.000000 to -28391384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (40529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Entering Unmasked Estep 
Score: -1862433.000000 Penalty: 482.744659
	Iteration 0F: 2 clusters Score -1862433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -1835421.000000 Penalty: 965.489319
	Iteration 0F: 3 clusters Score -1835421 nChanged 19468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1846917.500000 Penalty: 965.489319
	Iteration 1F: 3 clusters Score -1846918 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -1847532.750000 Penalty: 965.489319
	Iteration 2Q: 3 clusters Score -1847533 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -1848515.125000 Penalty: 965.489319
	Iteration 3Q: 3 clusters Score -1848515 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -1849999.250000 Penalty: 965.489319
	Iteration 4F: 3 clusters Score -1849999 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -1851961.375000 Penalty: 965.489319
	Iteration 5F: 3 clusters Score -1851961 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -1853971.500000 Penalty: 965.489319
	Iteration 6F: 3 clusters Score -1853972 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -1855367.750000 Penalty: 965.489319
	Iteration 7F: 3 clusters Score -1855368 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -1856090.625000 Penalty: 965.489319
	Iteration 8Q: 3 clusters Score -1856091 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -1856575.500000 Penalty: 965.489319
	Iteration 9Q: 3 clusters Score -1856576 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -1857024.750000 Penalty: 965.489319
	Iteration 10Q: 3 clusters Score -1857025 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -1857457.375000 Penalty: 965.489319
	Iteration 11Q: 3 clusters Score -1857457 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -1857933.000000 Penalty: 965.489319
	Iteration 12Q: 3 clusters Score -1857933 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -1858441.125000 Penalty: 965.489319
	Iteration 13Q: 3 clusters Score -1858441 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -1858958.500000 Penalty: 965.489319
	Iteration 14Q: 3 clusters Score -1858958 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -1859480.250000 Penalty: 965.489319
	Iteration 15Q: 3 clusters Score -1859480 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -1859982.625000 Penalty: 965.489319
	Iteration 16Q: 3 clusters Score -1859983 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -1860514.500000 Penalty: 965.489319
	Iteration 17Q: 3 clusters Score -1860514 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -1860960.250000 Penalty: 965.489319
	Iteration 18Q: 3 clusters Score -1860960 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -1861313.375000 Penalty: 965.489319
	Iteration 19Q: 3 clusters Score -1861313 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -1861576.750000 Penalty: 965.489319
	Iteration 20F: 3 clusters Score -1861577 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -1861751.250000 Penalty: 965.489319
	Iteration 21Q: 3 clusters Score -1861751 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -1861846.875000 Penalty: 965.489319
	Iteration 22Q: 3 clusters Score -1861847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -1861915.000000 Penalty: 965.489319
	Iteration 23Q: 3 clusters Score -1861915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -1861954.875000 Penalty: 965.489319
	Iteration 24Q: 3 clusters Score -1861955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -1861965.500000 Penalty: 965.489319
	Iteration 25Q: 3 clusters Score -1861966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -1861973.750000 Penalty: 965.489319
	Iteration 26Q: 3 clusters Score -1861974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -1861985.125000 Penalty: 965.489319
	Iteration 27Q: 3 clusters Score -1861985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -1861991.750000 Penalty: 965.489319
	Iteration 28Q: 3 clusters Score -1861992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -1862007.875000 Penalty: 965.489319
	Iteration 29Q: 3 clusters Score -1862008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -1862015.250000 Penalty: 965.489319
	Iteration 30Q: 3 clusters Score -1862015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -1862022.500000 Penalty: 965.489319
	Iteration 31Q: 3 clusters Score -1862022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -1862031.875000 Penalty: 965.489319
	Iteration 32Q: 3 clusters Score -1862032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -1862034.750000 Penalty: 965.489319
	Iteration 33Q: 3 clusters Score -1862035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -1862041.625000 Penalty: 965.489319
	Iteration 34Q: 3 clusters Score -1862042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -1862044.875000 Penalty: 965.489319
	Iteration 35Q: 3 clusters Score -1862045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -1862044.000000 Penalty: 965.489319
	Iteration 36Q: 3 clusters Score -1862044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -1862042.875000 Penalty: 965.489319
	Iteration 37Q: 3 clusters Score -1862043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -1862045.750000 Penalty: 965.489319
	Iteration 38Q: 3 clusters Score -1862046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -1862049.000000 Penalty: 965.489319
	Iteration 39Q: 3 clusters Score -1862049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -1862049.625000 Penalty: 965.489319
	Iteration 40F: 3 clusters Score -1862050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -56025.171875 Penalty: 324.455902
	Iteration 0F: 2 clusters Score -56025.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55055.890625 Penalty: 648.911804
	Iteration 0F: 3 clusters Score -55055.89 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -55377.640625 Penalty: 648.911804
	Iteration 1F: 3 clusters Score -55377.64 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -55429.277344 Penalty: 648.911804
	Iteration 2F: 3 clusters Score -55429.28 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -55482.335938 Penalty: 648.911804
	Iteration 3F: 3 clusters Score -55482.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -55544.277344 Penalty: 648.911804
	Iteration 4F: 3 clusters Score -55544.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -55608.933594 Penalty: 648.911804
	Iteration 5F: 3 clusters Score -55608.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -55653.617188 Penalty: 648.911804
	Iteration 6F: 3 clusters Score -55653.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -55691.007812 Penalty: 648.911804
	Iteration 7Q: 3 clusters Score -55691.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -55728.042969 Penalty: 648.911804
	Iteration 8Q: 3 clusters Score -55728.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -55767.976562 Penalty: 648.911804
	Iteration 9Q: 3 clusters Score -55767.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -55792.285156 Penalty: 648.911804
	Iteration 10Q: 3 clusters Score -55792.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -55813.535156 Penalty: 648.911804
	Iteration 11Q: 3 clusters Score -55813.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -55821.109375 Penalty: 648.911804
	Iteration 12Q: 3 clusters Score -55821.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -55824.851562 Penalty: 648.911804
	Iteration 13Q: 3 clusters Score -55824.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -55825.843750 Penalty: 648.911804
	Iteration 14Q: 3 clusters Score -55825.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -55828.488281 Penalty: 648.911804
	Iteration 15Q: 3 clusters Score -55828.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -55831.550781 Penalty: 648.911804
	Iteration 16Q: 3 clusters Score -55831.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -55832.328125 Penalty: 648.911804
	Iteration 17Q: 3 clusters Score -55832.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -55832.328125 Penalty: 648.911804
	Iteration 18F: 3 clusters Score -55832.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -6465.668945 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -6465.669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6247.800293 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -6247.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6308.526367 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -6308.526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6327.997559 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -6327.998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6346.983887 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -6346.984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6362.267578 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -6362.268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6372.097168 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -6372.097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6374.722656 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -6374.723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6383.206543 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -6383.207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6384.896973 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -6384.897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6416.553711 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -6416.554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6420.145996 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -6420.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6422.250488 Penalty: 469.474030
	Iteration 11Q: 3 clusters Score -6422.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6430.374023 Penalty: 469.474030
	Iteration 12Q: 3 clusters Score -6430.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6430.374023 Penalty: 469.474030
	Iteration 13F: 3 clusters Score -6430.374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -8116.626953 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -8116.627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7823.697266 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -7823.697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7898.255371 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -7898.255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7928.134277 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -7928.134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7946.330078 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -7946.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7949.602539 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -7949.603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7949.602539 Penalty: 487.019104
	Iteration 5F: 3 clusters Score -7949.603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5594.441406 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5594.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5378.575684 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5378.576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5551.514160 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5551.514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5588.304199 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5588.304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5600.645020 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5600.645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5607.354492 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5607.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5614.559082 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -5614.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5614.559082 Penalty: 448.380096
	Iteration 6F: 3 clusters Score -5614.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351029 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 119 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 111 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 27 members 
Entering Unmasked Estep 
Score: -28391282.000000 Penalty: 17574.289062
Splitting cluster 25 changes total score from -28391600.000000 to -28391282.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -17517.701172 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -17517.7 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 205 members 
Entering Unmasked Estep 
Score: -17078.236328 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -17078.24 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17196.417969 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -17196.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17238.343750 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -17238.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17261.136719 Penalty: 548.353821
	Iteration 3Q: 3 clusters Score -17261.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17280.787109 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -17280.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17288.460938 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -17288.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17294.427734 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -17294.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17295.863281 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -17295.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17295.863281 Penalty: 548.353821
	Iteration 8F: 3 clusters Score -17295.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -20724.583984 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -20724.58 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 227 members 
Entering Unmasked Estep 
Score: -20252.826172 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -20252.83 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20385.044922 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -20385.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20409.154297 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -20409.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20422.802734 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -20422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20429.425781 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -20429.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20433.035156 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -20433.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20437.201172 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -20437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20440.681641 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -20440.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20444.185547 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -20444.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20446.990234 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -20446.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20448.224609 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -20448.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20449.109375 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -20449.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20450.185547 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -20450.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20450.498047 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -20450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20450.498047 Penalty: 560.477661
	Iteration 14F: 3 clusters Score -20450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351029 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 119 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391666.000000 Penalty: 16968.279297
Iteration 151F: 29 clusters Score -2.839167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351028 members 
Mstep: Class 4 contains 107186 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 172 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 416 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391690.000000 Penalty: 16968.279297
Iteration 152Q: 29 clusters Score -2.839169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 167 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 138 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391714.000000 Penalty: 16968.279297
Iteration 153Q: 29 clusters Score -2.839171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 126 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391738.000000 Penalty: 16968.279297
Iteration 154Q: 29 clusters Score -2.839174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 124 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391738.000000 Penalty: 16968.279297
Iteration 155Q: 29 clusters Score -2.839174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 136 members 
Mstep: Class 26 contains 425 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391758.000000 Penalty: 16968.279297
Iteration 156Q: 29 clusters Score -2.839176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 425 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391780.000000 Penalty: 16968.279297
Iteration 157Q: 29 clusters Score -2.839178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 136 members 
Mstep: Class 26 contains 425 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391780.000000 Penalty: 16968.279297
Iteration 158Q: 29 clusters Score -2.839178e+07 nChanged 1
Entering ConstructFrom: 
Score: -28391780.000000 Penalty: 16968.279297
Entering ConstructFrom: 
Trying to split cluster 1 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -100116.445312 Penalty: 346.875702
	Iteration 0F: 2 clusters Score -100116.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -98649.109375 Penalty: 693.751404
	Iteration 0F: 3 clusters Score -98649.11 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99086.390625 Penalty: 693.751404
	Iteration 1F: 3 clusters Score -99086.39 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -99133.531250 Penalty: 693.751404
	Iteration 2F: 3 clusters Score -99133.53 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -99169.515625 Penalty: 693.751404
	Iteration 3Q: 3 clusters Score -99169.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99207.031250 Penalty: 693.751404
	Iteration 4Q: 3 clusters Score -99207.03 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99253.117188 Penalty: 693.751404
	Iteration 5Q: 3 clusters Score -99253.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99308.828125 Penalty: 693.751404
	Iteration 6Q: 3 clusters Score -99308.83 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99395.468750 Penalty: 693.751404
	Iteration 7F: 3 clusters Score -99395.47 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99510.960938 Penalty: 693.751404
	Iteration 8F: 3 clusters Score -99510.96 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -99599.968750 Penalty: 693.751404
	Iteration 9Q: 3 clusters Score -99599.97 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -99676.289062 Penalty: 693.751404
	Iteration 10Q: 3 clusters Score -99676.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -99736.515625 Penalty: 693.751404
	Iteration 11Q: 3 clusters Score -99736.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -99780.835938 Penalty: 693.751404
	Iteration 12Q: 3 clusters Score -99780.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -99805.078125 Penalty: 693.751404
	Iteration 13Q: 3 clusters Score -99805.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -99817.976562 Penalty: 693.751404
	Iteration 14Q: 3 clusters Score -99817.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -99826.031250 Penalty: 693.751404
	Iteration 15Q: 3 clusters Score -99826.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -99833.398438 Penalty: 693.751404
	Iteration 16Q: 3 clusters Score -99833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -99839.828125 Penalty: 693.751404
	Iteration 17Q: 3 clusters Score -99839.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -99840.273438 Penalty: 693.751404
	Iteration 18Q: 3 clusters Score -99840.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -99840.273438 Penalty: 693.751404
	Iteration 19F: 3 clusters Score -99840.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -117018.937500 Penalty: 354.269226
	Iteration 0F: 2 clusters Score -117018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -115373.656250 Penalty: 708.538452
	Iteration 0F: 3 clusters Score -115373.7 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -115872.914062 Penalty: 708.538452
	Iteration 1F: 3 clusters Score -115872.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -115953.281250 Penalty: 708.538452
	Iteration 2F: 3 clusters Score -115953.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -116029.296875 Penalty: 708.538452
	Iteration 3F: 3 clusters Score -116029.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -116090.546875 Penalty: 708.538452
	Iteration 4Q: 3 clusters Score -116090.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -116145.984375 Penalty: 708.538452
	Iteration 5Q: 3 clusters Score -116146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -116205.390625 Penalty: 708.538452
	Iteration 6Q: 3 clusters Score -116205.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -116263.367188 Penalty: 708.538452
	Iteration 7Q: 3 clusters Score -116263.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -116341.789062 Penalty: 708.538452
	Iteration 8Q: 3 clusters Score -116341.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116430.476562 Penalty: 708.538452
	Iteration 9F: 3 clusters Score -116430.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -116520.250000 Penalty: 708.538452
	Iteration 10Q: 3 clusters Score -116520.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -116600.054688 Penalty: 708.538452
	Iteration 11Q: 3 clusters Score -116600.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -116657.835938 Penalty: 708.538452
	Iteration 12Q: 3 clusters Score -116657.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -116697.437500 Penalty: 708.538452
	Iteration 13Q: 3 clusters Score -116697.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -116720.539062 Penalty: 708.538452
	Iteration 14Q: 3 clusters Score -116720.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -116730.554688 Penalty: 708.538452
	Iteration 15Q: 3 clusters Score -116730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -116738.226562 Penalty: 708.538452
	Iteration 16Q: 3 clusters Score -116738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -116742.796875 Penalty: 708.538452
	Iteration 17Q: 3 clusters Score -116742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -116743.023438 Penalty: 708.538452
	Iteration 18Q: 3 clusters Score -116743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -116746.085938 Penalty: 708.538452
	Iteration 19Q: 3 clusters Score -116746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -116748.382812 Penalty: 708.538452
	Iteration 20F: 3 clusters Score -116748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -116749.835938 Penalty: 708.538452
	Iteration 21Q: 3 clusters Score -116749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -116749.835938 Penalty: 708.538452
	Iteration 22F: 3 clusters Score -116749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (351027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351027 members 
Entering Unmasked Estep 
Score: -16728907.000000 Penalty: 580.972168
	Iteration 0F: 2 clusters Score -1.672891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -16499327.000000 Penalty: 1161.944336
	Iteration 0F: 3 clusters Score -1.649933e+07 nChanged 173583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158034 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
Score: -16615824.000000 Penalty: 1161.944336
	Iteration 1F: 3 clusters Score -1.661582e+07 nChanged 18424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 198493 members 
Entering Unmasked Estep 
Score: -16627368.000000 Penalty: 1161.944336
	Iteration 2F: 3 clusters Score -1.662737e+07 nChanged 22338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147198 members 
Mstep: Class 2 contains 203829 members 
Entering Unmasked Estep 
Score: -16646753.000000 Penalty: 1161.944336
	Iteration 3F: 3 clusters Score -1.664675e+07 nChanged 23939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144065 members 
Mstep: Class 2 contains 206962 members 
Entering Unmasked Estep 
Score: -16665575.000000 Penalty: 1161.944336
	Iteration 4F: 3 clusters Score -1.666558e+07 nChanged 19411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 208087 members 
Entering Unmasked Estep 
Score: -16673897.000000 Penalty: 1161.944336
	Iteration 5F: 3 clusters Score -1.66739e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 208645 members 
Entering Unmasked Estep 
Score: -16675734.000000 Penalty: 1161.944336
	Iteration 6Q: 3 clusters Score -1.667573e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141752 members 
Mstep: Class 2 contains 209275 members 
Entering Unmasked Estep 
Score: -16676247.000000 Penalty: 1161.944336
	Iteration 7Q: 3 clusters Score -1.667625e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141054 members 
Mstep: Class 2 contains 209973 members 
Entering Unmasked Estep 
Score: -16676295.000000 Penalty: 1161.944336
	Iteration 8Q: 3 clusters Score -1.66763e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140332 members 
Mstep: Class 2 contains 210695 members 
Entering Unmasked Estep 
Score: -16676402.000000 Penalty: 1161.944336
	Iteration 9Q: 3 clusters Score -1.66764e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139595 members 
Mstep: Class 2 contains 211432 members 
Entering Unmasked Estep 
Score: -16676481.000000 Penalty: 1161.944336
	Iteration 10Q: 3 clusters Score -1.667648e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138823 members 
Mstep: Class 2 contains 212204 members 
Entering Unmasked Estep 
Score: -16676579.000000 Penalty: 1161.944336
	Iteration 11Q: 3 clusters Score -1.667658e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137998 members 
Mstep: Class 2 contains 213029 members 
Entering Unmasked Estep 
Score: -16676737.000000 Penalty: 1161.944336
	Iteration 12Q: 3 clusters Score -1.667674e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137056 members 
Mstep: Class 2 contains 213971 members 
Entering Unmasked Estep 
Score: -16676949.000000 Penalty: 1161.944336
	Iteration 13Q: 3 clusters Score -1.667695e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136082 members 
Mstep: Class 2 contains 214945 members 
Entering Unmasked Estep 
Score: -16677081.000000 Penalty: 1161.944336
	Iteration 14Q: 3 clusters Score -1.667708e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135105 members 
Mstep: Class 2 contains 215922 members 
Entering Unmasked Estep 
Score: -16677153.000000 Penalty: 1161.944336
	Iteration 15Q: 3 clusters Score -1.667715e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134059 members 
Mstep: Class 2 contains 216968 members 
Entering Unmasked Estep 
Score: -16677356.000000 Penalty: 1161.944336
	Iteration 16Q: 3 clusters Score -1.667736e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133029 members 
Mstep: Class 2 contains 217998 members 
Entering Unmasked Estep 
Score: -16677481.000000 Penalty: 1161.944336
	Iteration 17Q: 3 clusters Score -1.667748e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 219041 members 
Entering Unmasked Estep 
Score: -16677592.000000 Penalty: 1161.944336
	Iteration 18Q: 3 clusters Score -1.667759e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130839 members 
Mstep: Class 2 contains 220188 members 
Entering Unmasked Estep 
Score: -16677685.000000 Penalty: 1161.944336
	Iteration 19Q: 3 clusters Score -1.667768e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 221412 members 
Entering Unmasked Estep 
Score: -16677849.000000 Penalty: 1161.944336
	Iteration 20F: 3 clusters Score -1.667785e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128296 members 
Mstep: Class 2 contains 222731 members 
Entering Unmasked Estep 
Score: -16677899.000000 Penalty: 1161.944336
	Iteration 21Q: 3 clusters Score -1.66779e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126924 members 
Mstep: Class 2 contains 224103 members 
Entering Unmasked Estep 
Score: -16678165.000000 Penalty: 1161.944336
	Iteration 22Q: 3 clusters Score -1.667816e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 225685 members 
Entering Unmasked Estep 
Score: -16678529.000000 Penalty: 1161.944336
	Iteration 23Q: 3 clusters Score -1.667853e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123491 members 
Mstep: Class 2 contains 227536 members 
Entering Unmasked Estep 
Score: -16678898.000000 Penalty: 1161.944336
	Iteration 24Q: 3 clusters Score -1.66789e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121553 members 
Mstep: Class 2 contains 229474 members 
Entering Unmasked Estep 
Score: -16679197.000000 Penalty: 1161.944336
	Iteration 25Q: 3 clusters Score -1.66792e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 231463 members 
Entering Unmasked Estep 
Score: -16679667.000000 Penalty: 1161.944336
	Iteration 26Q: 3 clusters Score -1.667967e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 233668 members 
Entering Unmasked Estep 
Score: -16680108.000000 Penalty: 1161.944336
	Iteration 27Q: 3 clusters Score -1.668011e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115021 members 
Mstep: Class 2 contains 236006 members 
Entering Unmasked Estep 
Score: -16680605.000000 Penalty: 1161.944336
	Iteration 28Q: 3 clusters Score -1.66806e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Mstep: Class 2 contains 238402 members 
Entering Unmasked Estep 
Score: -16681137.000000 Penalty: 1161.944336
	Iteration 29Q: 3 clusters Score -1.668114e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 240942 members 
Entering Unmasked Estep 
Score: -16681734.000000 Penalty: 1161.944336
	Iteration 30Q: 3 clusters Score -1.668173e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 243588 members 
Entering Unmasked Estep 
Score: -16682426.000000 Penalty: 1161.944336
	Iteration 31Q: 3 clusters Score -1.668243e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 246476 members 
Entering Unmasked Estep 
Score: -16683180.000000 Penalty: 1161.944336
	Iteration 32Q: 3 clusters Score -1.668318e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 249415 members 
Entering Unmasked Estep 
Score: -16683720.000000 Penalty: 1161.944336
	Iteration 33Q: 3 clusters Score -1.668372e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 252442 members 
Entering Unmasked Estep 
Score: -16684358.000000 Penalty: 1161.944336
	Iteration 34Q: 3 clusters Score -1.668436e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 255508 members 
Entering Unmasked Estep 
Score: -16685117.000000 Penalty: 1161.944336
	Iteration 35Q: 3 clusters Score -1.668512e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 258680 members 
Entering Unmasked Estep 
Score: -16686045.000000 Penalty: 1161.944336
	Iteration 36Q: 3 clusters Score -1.668604e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 261923 members 
Entering Unmasked Estep 
Score: -16686961.000000 Penalty: 1161.944336
	Iteration 37Q: 3 clusters Score -1.668696e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 265318 members 
Entering Unmasked Estep 
Score: -16687682.000000 Penalty: 1161.944336
	Iteration 38Q: 3 clusters Score -1.668768e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 268774 members 
Entering Unmasked Estep 
Score: -16688670.000000 Penalty: 1161.944336
	Iteration 39Q: 3 clusters Score -1.668867e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 272161 members 
Entering Unmasked Estep 
Score: -16689721.000000 Penalty: 1161.944336
	Iteration 40F: 3 clusters Score -1.668972e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 275690 members 
Entering Unmasked Estep 
Score: -16690948.000000 Penalty: 1161.944336
	Iteration 41Q: 3 clusters Score -1.669095e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 279308 members 
Entering Unmasked Estep 
Score: -16692485.000000 Penalty: 1161.944336
	Iteration 42Q: 3 clusters Score -1.669248e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 283108 members 
Entering Unmasked Estep 
Score: -16693974.000000 Penalty: 1161.944336
	Iteration 43Q: 3 clusters Score -1.669397e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 287069 members 
Entering Unmasked Estep 
Score: -16696415.000000 Penalty: 1161.944336
	Iteration 44Q: 3 clusters Score -1.669642e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 291530 members 
Entering Unmasked Estep 
Score: -16699901.000000 Penalty: 1161.944336
	Iteration 45Q: 3 clusters Score -1.66999e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 296987 members 
Entering Unmasked Estep 
Score: -16704193.000000 Penalty: 1161.944336
	Iteration 46Q: 3 clusters Score -1.670419e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 303489 members 
Entering Unmasked Estep 
Score: -16709128.000000 Penalty: 1161.944336
	Iteration 47Q: 3 clusters Score -1.670913e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 311244 members 
Entering Unmasked Estep 
Score: -16714317.000000 Penalty: 1161.944336
	Iteration 48Q: 3 clusters Score -1.671432e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 319910 members 
Entering Unmasked Estep 
Score: -16718950.000000 Penalty: 1161.944336
	Iteration 49Q: 3 clusters Score -1.671895e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 328682 members 
Entering Unmasked Estep 
Score: -16722971.000000 Penalty: 1161.944336
	Iteration 50Q: 3 clusters Score -1.672297e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 336281 members 
Entering Unmasked Estep 
Score: -16725674.000000 Penalty: 1161.944336
	Iteration 51Q: 3 clusters Score -1.672567e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 341977 members 
Entering Unmasked Estep 
Score: -16727281.000000 Penalty: 1161.944336
	Iteration 52Q: 3 clusters Score -1.672728e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 345718 members 
Entering Unmasked Estep 
Score: -16727855.000000 Penalty: 1161.944336
	Iteration 53Q: 3 clusters Score -1.672786e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 347906 members 
Entering Unmasked Estep 
Score: -16728202.000000 Penalty: 1161.944336
	Iteration 54Q: 3 clusters Score -1.67282e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 349049 members 
Entering Unmasked Estep 
Score: -16728356.000000 Penalty: 1161.944336
	Iteration 55Q: 3 clusters Score -1.672836e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 349715 members 
Entering Unmasked Estep 
Score: -16728447.000000 Penalty: 1161.944336
	Iteration 56Q: 3 clusters Score -1.672845e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 350070 members 
Entering Unmasked Estep 
Score: -16728507.000000 Penalty: 1161.944336
	Iteration 57Q: 3 clusters Score -1.672851e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 350267 members 
Entering Unmasked Estep 
Score: -16728523.000000 Penalty: 1161.944336
	Iteration 58Q: 3 clusters Score -1.672852e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 350387 members 
Entering Unmasked Estep 
Score: -16728539.000000 Penalty: 1161.944336
	Iteration 59Q: 3 clusters Score -1.672854e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 350454 members 
Entering Unmasked Estep 
Score: -16728556.000000 Penalty: 1161.944336
	Iteration 60F: 3 clusters Score -1.672856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 350489 members 
Entering Unmasked Estep 
Score: -16728577.000000 Penalty: 1161.944336
	Iteration 61Q: 3 clusters Score -1.672858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 350513 members 
Entering Unmasked Estep 
Score: -16728568.000000 Penalty: 1161.944336
	Iteration 62Q: 3 clusters Score -1.672857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 350534 members 
Entering Unmasked Estep 
Score: -16728548.000000 Penalty: 1161.944336
	Iteration 63Q: 3 clusters Score -1.672855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 350551 members 
Entering Unmasked Estep 
Score: -16728544.000000 Penalty: 1161.944336
	Iteration 64Q: 3 clusters Score -1.672854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 350569 members 
Entering Unmasked Estep 
Score: -16728532.000000 Penalty: 1161.944336
	Iteration 65Q: 3 clusters Score -1.672853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 350578 members 
Entering Unmasked Estep 
Score: -16728528.000000 Penalty: 1161.944336
	Iteration 66Q: 3 clusters Score -1.672853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 350591 members 
Entering Unmasked Estep 
Score: -16728528.000000 Penalty: 1161.944336
	Iteration 67Q: 3 clusters Score -1.672853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 350600 members 
Entering Unmasked Estep 
Score: -16728535.000000 Penalty: 1161.944336
	Iteration 68Q: 3 clusters Score -1.672854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 350609 members 
Entering Unmasked Estep 
Score: -16728523.000000 Penalty: 1161.944336
	Iteration 69Q: 3 clusters Score -1.672852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 350616 members 
Entering Unmasked Estep 
Score: -16728538.000000 Penalty: 1161.944336
	Iteration 70Q: 3 clusters Score -1.672854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 350620 members 
Entering Unmasked Estep 
Score: -16728540.000000 Penalty: 1161.944336
	Iteration 71Q: 3 clusters Score -1.672854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 350624 members 
Entering Unmasked Estep 
Score: -16728542.000000 Penalty: 1161.944336
	Iteration 72Q: 3 clusters Score -1.672854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 350627 members 
Entering Unmasked Estep 
Score: -16728533.000000 Penalty: 1161.944336
	Iteration 73Q: 3 clusters Score -1.672853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 350628 members 
Entering Unmasked Estep 
Score: -16728538.000000 Penalty: 1161.944336
	Iteration 74Q: 3 clusters Score -1.672854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 350629 members 
Entering Unmasked Estep 
Score: -16728537.000000 Penalty: 1161.944336
	Iteration 75Q: 3 clusters Score -1.672854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 350633 members 
Entering Unmasked Estep 
Score: -16728536.000000 Penalty: 1161.944336
	Iteration 76Q: 3 clusters Score -1.672854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 350635 members 
Entering Unmasked Estep 
Score: -16728535.000000 Penalty: 1161.944336
	Iteration 77Q: 3 clusters Score -1.672854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 350635 members 
Entering Unmasked Estep 
Score: -16728552.000000 Penalty: 1161.944336
	Iteration 78Q: 3 clusters Score -1.672855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 350635 members 
Entering Unmasked Estep 
Score: -16728541.000000 Penalty: 1161.944336
	Iteration 79Q: 3 clusters Score -1.672854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 350639 members 
Entering Unmasked Estep 
Score: -16728548.000000 Penalty: 1161.944336
	Iteration 80F: 3 clusters Score -1.672855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 350640 members 
Entering Unmasked Estep 
Score: -16728535.000000 Penalty: 1161.944336
	Iteration 81Q: 3 clusters Score -1.672854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 350642 members 
Entering Unmasked Estep 
Score: -16728528.000000 Penalty: 1161.944336
	Iteration 82Q: 3 clusters Score -1.672853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 350644 members 
Entering Unmasked Estep 
Score: -16728537.000000 Penalty: 1161.944336
	Iteration 83Q: 3 clusters Score -1.672854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 350642 members 
Entering Unmasked Estep 
Score: -16728531.000000 Penalty: 1161.944336
	Iteration 84Q: 3 clusters Score -1.672853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 350645 members 
Entering Unmasked Estep 
Score: -16728538.000000 Penalty: 1161.944336
	Iteration 85Q: 3 clusters Score -1.672854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 350648 members 
Entering Unmasked Estep 
Score: -16728531.000000 Penalty: 1161.944336
	Iteration 86Q: 3 clusters Score -1.672853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 350645 members 
Entering Unmasked Estep 
Score: -16728548.000000 Penalty: 1161.944336
	Iteration 87Q: 3 clusters Score -1.672855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 350645 members 
Entering Unmasked Estep 
Score: -16728545.000000 Penalty: 1161.944336
	Iteration 88Q: 3 clusters Score -1.672854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 350643 members 
Entering Unmasked Estep 
Score: -16728562.000000 Penalty: 1161.944336
	Iteration 89Q: 3 clusters Score -1.672856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 350641 members 
Entering Unmasked Estep 
Score: -16728558.000000 Penalty: 1161.944336
	Iteration 90Q: 3 clusters Score -1.672856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 350641 members 
Entering Unmasked Estep 
Score: -16728558.000000 Penalty: 1161.944336
	Iteration 91F: 3 clusters Score -1.672856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Entering Unmasked Estep 
Score: -5254397.000000 Penalty: 526.995178
	Iteration 0F: 2 clusters Score -5254397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -5181515.500000 Penalty: 1053.990356
	Iteration 0F: 3 clusters Score -5181516 nChanged 52682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -5213586.000000 Penalty: 1053.990356
	Iteration 1F: 3 clusters Score -5213586 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -5214839.000000 Penalty: 1053.990356
	Iteration 2Q: 3 clusters Score -5214839 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -5216581.000000 Penalty: 1053.990356
	Iteration 3Q: 3 clusters Score -5216581 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5218831.500000 Penalty: 1053.990356
	Iteration 4F: 3 clusters Score -5218832 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5222241.000000 Penalty: 1053.990356
	Iteration 5F: 3 clusters Score -5222241 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -5227427.000000 Penalty: 1053.990356
	Iteration 6F: 3 clusters Score -5227427 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5234342.000000 Penalty: 1053.990356
	Iteration 7F: 3 clusters Score -5234342 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94370 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -5241990.000000 Penalty: 1053.990356
	Iteration 8F: 3 clusters Score -5241990 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -5247956.000000 Penalty: 1053.990356
	Iteration 9F: 3 clusters Score -5247956 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5251447.500000 Penalty: 1053.990356
	Iteration 10Q: 3 clusters Score -5251448 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5252920.500000 Penalty: 1053.990356
	Iteration 11Q: 3 clusters Score -5252920 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5253507.500000 Penalty: 1053.990356
	Iteration 12Q: 3 clusters Score -5253508 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5253737.000000 Penalty: 1053.990356
	Iteration 13Q: 3 clusters Score -5253737 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107008 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5253823.000000 Penalty: 1053.990356
	Iteration 14Q: 3 clusters Score -5253823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5253851.500000 Penalty: 1053.990356
	Iteration 15Q: 3 clusters Score -5253852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5253890.000000 Penalty: 1053.990356
	Iteration 16Q: 3 clusters Score -5253890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5253907.500000 Penalty: 1053.990356
	Iteration 17Q: 3 clusters Score -5253908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5253921.000000 Penalty: 1053.990356
	Iteration 18Q: 3 clusters Score -5253921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5253932.500000 Penalty: 1053.990356
	Iteration 19Q: 3 clusters Score -5253932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5253939.000000 Penalty: 1053.990356
	Iteration 20F: 3 clusters Score -5253939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5253943.000000 Penalty: 1053.990356
	Iteration 21Q: 3 clusters Score -5253943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5253946.500000 Penalty: 1053.990356
	Iteration 22Q: 3 clusters Score -5253946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5253953.500000 Penalty: 1053.990356
	Iteration 23Q: 3 clusters Score -5253954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5253956.000000 Penalty: 1053.990356
	Iteration 24Q: 3 clusters Score -5253956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5253962.000000 Penalty: 1053.990356
	Iteration 25Q: 3 clusters Score -5253962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5253966.000000 Penalty: 1053.990356
	Iteration 26Q: 3 clusters Score -5253966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5253966.000000 Penalty: 1053.990356
	Iteration 27F: 3 clusters Score -5253966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -117621.960938 Penalty: 354.981903
	Iteration 0F: 2 clusters Score -117622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -115860.695312 Penalty: 709.963806
	Iteration 0F: 3 clusters Score -115860.7 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -116468.312500 Penalty: 709.963806
	Iteration 1F: 3 clusters Score -116468.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -116675.203125 Penalty: 709.963806
	Iteration 2F: 3 clusters Score -116675.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -116844.750000 Penalty: 709.963806
	Iteration 3F: 3 clusters Score -116844.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -116952.187500 Penalty: 709.963806
	Iteration 4F: 3 clusters Score -116952.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -117025.773438 Penalty: 709.963806
	Iteration 5F: 3 clusters Score -117025.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -117097.101562 Penalty: 709.963806
	Iteration 6Q: 3 clusters Score -117097.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -117168.523438 Penalty: 709.963806
	Iteration 7Q: 3 clusters Score -117168.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -117218.140625 Penalty: 709.963806
	Iteration 8Q: 3 clusters Score -117218.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -117254.234375 Penalty: 709.963806
	Iteration 9Q: 3 clusters Score -117254.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -117283.484375 Penalty: 709.963806
	Iteration 10Q: 3 clusters Score -117283.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -117312.312500 Penalty: 709.963806
	Iteration 11Q: 3 clusters Score -117312.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -117344.398438 Penalty: 709.963806
	Iteration 12Q: 3 clusters Score -117344.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -117379.539062 Penalty: 709.963806
	Iteration 13Q: 3 clusters Score -117379.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -117410.851562 Penalty: 709.963806
	Iteration 14Q: 3 clusters Score -117410.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -117444.109375 Penalty: 709.963806
	Iteration 15Q: 3 clusters Score -117444.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -117466.476562 Penalty: 709.963806
	Iteration 16Q: 3 clusters Score -117466.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -117471.796875 Penalty: 709.963806
	Iteration 17Q: 3 clusters Score -117471.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -117474.148438 Penalty: 709.963806
	Iteration 18Q: 3 clusters Score -117474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -117475.703125 Penalty: 709.963806
	Iteration 19Q: 3 clusters Score -117475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -117478.796875 Penalty: 709.963806
	Iteration 20F: 3 clusters Score -117478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -117479.828125 Penalty: 709.963806
	Iteration 21Q: 3 clusters Score -117479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -117481.351562 Penalty: 709.963806
	Iteration 22Q: 3 clusters Score -117481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -117481.468750 Penalty: 709.963806
	Iteration 23Q: 3 clusters Score -117481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -117481.640625 Penalty: 709.963806
	Iteration 24Q: 3 clusters Score -117481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -117482.312500 Penalty: 709.963806
	Iteration 25Q: 3 clusters Score -117482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -117482.468750 Penalty: 709.963806
	Iteration 26Q: 3 clusters Score -117482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -117482.468750 Penalty: 709.963806
	Iteration 27F: 3 clusters Score -117482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Entering Unmasked Estep 
Score: -1253129.250000 Penalty: 460.116516
	Iteration 0F: 2 clusters Score -1253129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1236625.875000 Penalty: 920.233032
	Iteration 0F: 3 clusters Score -1236626 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1243452.875000 Penalty: 920.233032
	Iteration 1F: 3 clusters Score -1243453 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1244082.625000 Penalty: 920.233032
	Iteration 2F: 3 clusters Score -1244083 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1245034.750000 Penalty: 920.233032
	Iteration 3F: 3 clusters Score -1245035 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1246387.125000 Penalty: 920.233032
	Iteration 4F: 3 clusters Score -1246387 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -1248010.875000 Penalty: 920.233032
	Iteration 5F: 3 clusters Score -1248011 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1249434.875000 Penalty: 920.233032
	Iteration 6F: 3 clusters Score -1249435 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -1250378.875000 Penalty: 920.233032
	Iteration 7Q: 3 clusters Score -1250379 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -1250997.500000 Penalty: 920.233032
	Iteration 8Q: 3 clusters Score -1250998 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -1251410.750000 Penalty: 920.233032
	Iteration 9Q: 3 clusters Score -1251411 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -1251735.375000 Penalty: 920.233032
	Iteration 10Q: 3 clusters Score -1251735 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -1252022.375000 Penalty: 920.233032
	Iteration 11Q: 3 clusters Score -1252022 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -1252254.250000 Penalty: 920.233032
	Iteration 12Q: 3 clusters Score -1252254 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -1252416.625000 Penalty: 920.233032
	Iteration 13Q: 3 clusters Score -1252417 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -1252518.875000 Penalty: 920.233032
	Iteration 14Q: 3 clusters Score -1252519 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -1252594.625000 Penalty: 920.233032
	Iteration 15Q: 3 clusters Score -1252595 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -1252665.125000 Penalty: 920.233032
	Iteration 16Q: 3 clusters Score -1252665 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -1252718.500000 Penalty: 920.233032
	Iteration 17Q: 3 clusters Score -1252718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -1252746.375000 Penalty: 920.233032
	Iteration 18Q: 3 clusters Score -1252746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -1252769.000000 Penalty: 920.233032
	Iteration 19Q: 3 clusters Score -1252769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -1252791.125000 Penalty: 920.233032
	Iteration 20F: 3 clusters Score -1252791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -1252801.250000 Penalty: 920.233032
	Iteration 21Q: 3 clusters Score -1252801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -1252814.000000 Penalty: 920.233032
	Iteration 22Q: 3 clusters Score -1252814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -1252823.125000 Penalty: 920.233032
	Iteration 23Q: 3 clusters Score -1252823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -1252833.125000 Penalty: 920.233032
	Iteration 24Q: 3 clusters Score -1252833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -1252838.875000 Penalty: 920.233032
	Iteration 25Q: 3 clusters Score -1252839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -1252844.750000 Penalty: 920.233032
	Iteration 26Q: 3 clusters Score -1252845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -1252847.875000 Penalty: 920.233032
	Iteration 27Q: 3 clusters Score -1252848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -1252848.000000 Penalty: 920.233032
	Iteration 28Q: 3 clusters Score -1252848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -1252848.750000 Penalty: 920.233032
	Iteration 29Q: 3 clusters Score -1252849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -1252849.375000 Penalty: 920.233032
	Iteration 30Q: 3 clusters Score -1252849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -1252850.375000 Penalty: 920.233032
	Iteration 31Q: 3 clusters Score -1252850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -1252848.625000 Penalty: 920.233032
	Iteration 32Q: 3 clusters Score -1252849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -1252847.875000 Penalty: 920.233032
	Iteration 33Q: 3 clusters Score -1252848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -1252849.000000 Penalty: 920.233032
	Iteration 34Q: 3 clusters Score -1252849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -1252848.125000 Penalty: 920.233032
	Iteration 35Q: 3 clusters Score -1252848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -1252848.125000 Penalty: 920.233032
	Iteration 36F: 3 clusters Score -1252848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -6416.115234 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -6416.115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6151.439941 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -6151.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6216.649414 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -6216.649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6258.787598 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -6258.788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6289.745117 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -6289.745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6301.100098 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -6301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6303.990234 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -6303.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6305.990723 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -6305.991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6305.990723 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -6305.991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Entering Unmasked Estep 
Score: -1563637.000000 Penalty: 470.126068
	Iteration 0F: 2 clusters Score -1563637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1543041.000000 Penalty: 940.252136
	Iteration 0F: 3 clusters Score -1543041 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1551534.125000 Penalty: 940.252136
	Iteration 1F: 3 clusters Score -1551534 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1551921.125000 Penalty: 940.252136
	Iteration 2Q: 3 clusters Score -1551921 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1552574.500000 Penalty: 940.252136
	Iteration 3Q: 3 clusters Score -1552574 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1553658.250000 Penalty: 940.252136
	Iteration 4F: 3 clusters Score -1553658 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1555328.375000 Penalty: 940.252136
	Iteration 5F: 3 clusters Score -1555328 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -1557454.125000 Penalty: 940.252136
	Iteration 6F: 3 clusters Score -1557454 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1559463.875000 Penalty: 940.252136
	Iteration 7F: 3 clusters Score -1559464 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -1560894.875000 Penalty: 940.252136
	Iteration 8Q: 3 clusters Score -1560895 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -1561789.875000 Penalty: 940.252136
	Iteration 9Q: 3 clusters Score -1561790 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -1562400.000000 Penalty: 940.252136
	Iteration 10Q: 3 clusters Score -1562400 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -1562730.375000 Penalty: 940.252136
	Iteration 11Q: 3 clusters Score -1562730 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1562902.250000 Penalty: 940.252136
	Iteration 12Q: 3 clusters Score -1562902 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -1563013.250000 Penalty: 940.252136
	Iteration 13Q: 3 clusters Score -1563013 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -1563093.875000 Penalty: 940.252136
	Iteration 14Q: 3 clusters Score -1563094 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -1563141.875000 Penalty: 940.252136
	Iteration 15Q: 3 clusters Score -1563142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -1563182.750000 Penalty: 940.252136
	Iteration 16Q: 3 clusters Score -1563183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -1563222.375000 Penalty: 940.252136
	Iteration 17Q: 3 clusters Score -1563222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -1563250.750000 Penalty: 940.252136
	Iteration 18Q: 3 clusters Score -1563251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -1563263.000000 Penalty: 940.252136
	Iteration 19Q: 3 clusters Score -1563263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -1563272.125000 Penalty: 940.252136
	Iteration 20F: 3 clusters Score -1563272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -1563277.875000 Penalty: 940.252136
	Iteration 21Q: 3 clusters Score -1563278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -1563287.500000 Penalty: 940.252136
	Iteration 22Q: 3 clusters Score -1563288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -1563299.250000 Penalty: 940.252136
	Iteration 23Q: 3 clusters Score -1563299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -1563311.125000 Penalty: 940.252136
	Iteration 24Q: 3 clusters Score -1563311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -1563327.625000 Penalty: 940.252136
	Iteration 25Q: 3 clusters Score -1563328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -1563338.125000 Penalty: 940.252136
	Iteration 26Q: 3 clusters Score -1563338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -1563350.875000 Penalty: 940.252136
	Iteration 27Q: 3 clusters Score -1563351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -1563360.500000 Penalty: 940.252136
	Iteration 28Q: 3 clusters Score -1563360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -1563371.125000 Penalty: 940.252136
	Iteration 29Q: 3 clusters Score -1563371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -1563378.375000 Penalty: 940.252136
	Iteration 30Q: 3 clusters Score -1563378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -1563386.375000 Penalty: 940.252136
	Iteration 31Q: 3 clusters Score -1563386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -1563387.750000 Penalty: 940.252136
	Iteration 32Q: 3 clusters Score -1563388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -1563393.375000 Penalty: 940.252136
	Iteration 33Q: 3 clusters Score -1563393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -1563395.875000 Penalty: 940.252136
	Iteration 34Q: 3 clusters Score -1563396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -1563398.125000 Penalty: 940.252136
	Iteration 35Q: 3 clusters Score -1563398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -1563399.125000 Penalty: 940.252136
	Iteration 36Q: 3 clusters Score -1563399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -1563401.625000 Penalty: 940.252136
	Iteration 37Q: 3 clusters Score -1563402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -1563402.625000 Penalty: 940.252136
	Iteration 38Q: 3 clusters Score -1563403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -1563402.125000 Penalty: 940.252136
	Iteration 39Q: 3 clusters Score -1563402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -1563400.625000 Penalty: 940.252136
	Iteration 40F: 3 clusters Score -1563401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -1563402.375000 Penalty: 940.252136
	Iteration 41Q: 3 clusters Score -1563402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -1563402.250000 Penalty: 940.252136
	Iteration 42Q: 3 clusters Score -1563402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -1563404.125000 Penalty: 940.252136
	Iteration 43Q: 3 clusters Score -1563404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -1563403.375000 Penalty: 940.252136
	Iteration 44Q: 3 clusters Score -1563403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -1563403.375000 Penalty: 940.252136
	Iteration 45F: 3 clusters Score -1563403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -8370.850586 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -8370.851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8108.694824 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -8108.695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8179.923340 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -8179.923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8201.263672 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -8201.264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8240.655273 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -8240.655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8250.194336 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -8250.194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8253.080078 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -8253.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8254.217773 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -8254.218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8254.217773 Penalty: 486.152405
	Iteration 7F: 3 clusters Score -8254.218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4808.619141 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4808.619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4584.032227 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4584.032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4617.112305 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4617.112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4637.384766 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4637.385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4677.775879 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4677.776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4746.329102 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4746.329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4760.440918 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4760.441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4772.436523 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4772.437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4777.452637 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -4777.453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4782.074219 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -4782.074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4787.439453 Penalty: 437.165894
	Iteration 9Q: 3 clusters Score -4787.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4788.880859 Penalty: 437.165894
	Iteration 10Q: 3 clusters Score -4788.881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4788.880859 Penalty: 437.165894
	Iteration 11F: 3 clusters Score -4788.881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -23569.064453 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -23569.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23043.544922 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -23043.54 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23219.085938 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -23219.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23265.312500 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -23265.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23309.718750 Penalty: 580.436768
	Iteration 3F: 3 clusters Score -23309.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23340.314453 Penalty: 580.436768
	Iteration 4F: 3 clusters Score -23340.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23362.914062 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -23362.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23380.929688 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -23380.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23383.994141 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -23383.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23386.693359 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -23386.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23388.919922 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -23388.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23389.458984 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -23389.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23389.855469 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -23389.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23390.132812 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -23390.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23390.730469 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -23390.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23393.156250 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -23393.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23396.386719 Penalty: 580.436768
	Iteration 15Q: 3 clusters Score -23396.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23401.244141 Penalty: 580.436768
	Iteration 16Q: 3 clusters Score -23401.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23404.357422 Penalty: 580.436768
	Iteration 17Q: 3 clusters Score -23404.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23406.013672 Penalty: 580.436768
	Iteration 18Q: 3 clusters Score -23406.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23409.037109 Penalty: 580.436768
	Iteration 19Q: 3 clusters Score -23409.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23410.056641 Penalty: 580.436768
	Iteration 20F: 3 clusters Score -23410.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23410.552734 Penalty: 580.436768
	Iteration 21Q: 3 clusters Score -23410.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23410.552734 Penalty: 580.436768
	Iteration 22F: 3 clusters Score -23410.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -54729.117188 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -54729.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -53737.441406 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -53737.44 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -54064.425781 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -54064.43 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -54165.472656 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -54165.47 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -54242.238281 Penalty: 650.069214
	Iteration 3F: 3 clusters Score -54242.24 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -54336.316406 Penalty: 650.069214
	Iteration 4F: 3 clusters Score -54336.32 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -54446.882812 Penalty: 650.069214
	Iteration 5F: 3 clusters Score -54446.88 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -54546.503906 Penalty: 650.069214
	Iteration 6F: 3 clusters Score -54546.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54602.269531 Penalty: 650.069214
	Iteration 7F: 3 clusters Score -54602.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54636.597656 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -54636.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54650.820312 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -54650.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54665.066406 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -54665.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54676.265625 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -54676.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54678.964844 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -54678.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54680.371094 Penalty: 650.069214
	Iteration 13Q: 3 clusters Score -54680.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54680.796875 Penalty: 650.069214
	Iteration 14Q: 3 clusters Score -54680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54680.796875 Penalty: 650.069214
	Iteration 15F: 3 clusters Score -54680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -14054.279297 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -14054.28 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 174 members 
Entering Unmasked Estep 
Score: -13682.695312 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -13682.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13753.421875 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -13753.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13767.448242 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -13767.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13778.891602 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -13778.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13795.452148 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -13795.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13803.579102 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -13803.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13810.235352 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -13810.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13814.960938 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -13814.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13818.274414 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -13818.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13820.110352 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -13820.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13822.688477 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -13822.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13824.401367 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -13824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13825.643555 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -13825.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13827.425781 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -13827.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13831.439453 Penalty: 525.766357
	Iteration 14Q: 3 clusters Score -13831.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13838.373047 Penalty: 525.766357
	Iteration 15Q: 3 clusters Score -13838.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13839.898438 Penalty: 525.766357
	Iteration 16Q: 3 clusters Score -13839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13840.146484 Penalty: 525.766357
	Iteration 17Q: 3 clusters Score -13840.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13840.669922 Penalty: 525.766357
	Iteration 18Q: 3 clusters Score -13840.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13841.996094 Penalty: 525.766357
	Iteration 19Q: 3 clusters Score -13842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13841.996094 Penalty: 525.766357
	Iteration 20F: 3 clusters Score -13842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -16114.334961 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -16114.33 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 198 members 
Entering Unmasked Estep 
Score: -15691.786133 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -15691.79 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15792.617188 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -15792.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15842.847656 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -15842.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15872.930664 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -15872.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15885.927734 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -15885.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15903.843750 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -15903.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15929.538086 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -15929.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15948.126953 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -15948.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15966.369141 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -15966.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15991.111328 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -15991.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16008.803711 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -16008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16016.774414 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -16016.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16020.499023 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -16020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16023.050781 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -16023.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16024.020508 Penalty: 544.995483
	Iteration 14Q: 3 clusters Score -16024.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16027.029297 Penalty: 544.995483
	Iteration 15Q: 3 clusters Score -16027.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16027.890625 Penalty: 544.995483
	Iteration 16Q: 3 clusters Score -16027.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16030.577148 Penalty: 544.995483
	Iteration 17Q: 3 clusters Score -16030.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16032.939453 Penalty: 544.995483
	Iteration 18Q: 3 clusters Score -16032.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16035.343750 Penalty: 544.995483
	Iteration 19Q: 3 clusters Score -16035.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16035.648438 Penalty: 544.995483
	Iteration 20F: 3 clusters Score -16035.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -58406.195312 Penalty: 323.722015
	Iteration 0F: 2 clusters Score -58406.2 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 660 members 
Entering Unmasked Estep 
Score: -57462.164062 Penalty: 647.444031
	Iteration 0F: 3 clusters Score -57462.16 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -57748.386719 Penalty: 647.444031
	Iteration 1F: 3 clusters Score -57748.39 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -57808.230469 Penalty: 647.444031
	Iteration 2F: 3 clusters Score -57808.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -57846.773438 Penalty: 647.444031
	Iteration 3Q: 3 clusters Score -57846.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -57866.980469 Penalty: 647.444031
	Iteration 4Q: 3 clusters Score -57866.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -57885.765625 Penalty: 647.444031
	Iteration 5Q: 3 clusters Score -57885.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -57906.253906 Penalty: 647.444031
	Iteration 6Q: 3 clusters Score -57906.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -57929.562500 Penalty: 647.444031
	Iteration 7Q: 3 clusters Score -57929.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -57955.210938 Penalty: 647.444031
	Iteration 8Q: 3 clusters Score -57955.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -57971.722656 Penalty: 647.444031
	Iteration 9Q: 3 clusters Score -57971.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -57985.207031 Penalty: 647.444031
	Iteration 10Q: 3 clusters Score -57985.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -57999.843750 Penalty: 647.444031
	Iteration 11Q: 3 clusters Score -57999.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -58012.902344 Penalty: 647.444031
	Iteration 12Q: 3 clusters Score -58012.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -58029.003906 Penalty: 647.444031
	Iteration 13Q: 3 clusters Score -58029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -58039.949219 Penalty: 647.444031
	Iteration 14Q: 3 clusters Score -58039.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -58049.632812 Penalty: 647.444031
	Iteration 15Q: 3 clusters Score -58049.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -58063.371094 Penalty: 647.444031
	Iteration 16Q: 3 clusters Score -58063.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -58075.375000 Penalty: 647.444031
	Iteration 17Q: 3 clusters Score -58075.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -58084.976562 Penalty: 647.444031
	Iteration 18Q: 3 clusters Score -58084.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -58090.058594 Penalty: 647.444031
	Iteration 19Q: 3 clusters Score -58090.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -58094.671875 Penalty: 647.444031
	Iteration 20F: 3 clusters Score -58094.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -58100.292969 Penalty: 647.444031
	Iteration 21Q: 3 clusters Score -58100.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -58107.375000 Penalty: 647.444031
	Iteration 22Q: 3 clusters Score -58107.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -58111.472656 Penalty: 647.444031
	Iteration 23Q: 3 clusters Score -58111.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -58118.167969 Penalty: 647.444031
	Iteration 24Q: 3 clusters Score -58118.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -58122.207031 Penalty: 647.444031
	Iteration 25Q: 3 clusters Score -58122.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -58122.906250 Penalty: 647.444031
	Iteration 26Q: 3 clusters Score -58122.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -58124.679688 Penalty: 647.444031
	Iteration 27Q: 3 clusters Score -58124.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -58125.902344 Penalty: 647.444031
	Iteration 28Q: 3 clusters Score -58125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -58127.015625 Penalty: 647.444031
	Iteration 29Q: 3 clusters Score -58127.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -58128.378906 Penalty: 647.444031
	Iteration 30Q: 3 clusters Score -58128.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -58131.894531 Penalty: 647.444031
	Iteration 31Q: 3 clusters Score -58131.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -58133.632812 Penalty: 647.444031
	Iteration 32Q: 3 clusters Score -58133.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -58134.261719 Penalty: 647.444031
	Iteration 33Q: 3 clusters Score -58134.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -58134.769531 Penalty: 647.444031
	Iteration 34Q: 3 clusters Score -58134.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -58134.769531 Penalty: 647.444031
	Iteration 35F: 3 clusters Score -58134.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Entering Unmasked Estep 
Score: -1259054.250000 Penalty: 460.355865
	Iteration 0F: 2 clusters Score -1259054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1242555.500000 Penalty: 920.711731
	Iteration 0F: 3 clusters Score -1242556 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1250219.500000 Penalty: 920.711731
	Iteration 1F: 3 clusters Score -1250220 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1251780.125000 Penalty: 920.711731
	Iteration 2F: 3 clusters Score -1251780 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1254185.750000 Penalty: 920.711731
	Iteration 3F: 3 clusters Score -1254186 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1256584.500000 Penalty: 920.711731
	Iteration 4F: 3 clusters Score -1256584 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -1257623.750000 Penalty: 920.711731
	Iteration 5Q: 3 clusters Score -1257624 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -1257882.750000 Penalty: 920.711731
	Iteration 6Q: 3 clusters Score -1257883 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -1257994.625000 Penalty: 920.711731
	Iteration 7Q: 3 clusters Score -1257995 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1258069.375000 Penalty: 920.711731
	Iteration 8Q: 3 clusters Score -1258069 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1258147.750000 Penalty: 920.711731
	Iteration 9Q: 3 clusters Score -1258148 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -1258227.000000 Penalty: 920.711731
	Iteration 10Q: 3 clusters Score -1258227 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1258288.500000 Penalty: 920.711731
	Iteration 11Q: 3 clusters Score -1258288 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -1258340.000000 Penalty: 920.711731
	Iteration 12Q: 3 clusters Score -1258340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -1258385.375000 Penalty: 920.711731
	Iteration 13Q: 3 clusters Score -1258385 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -1258435.000000 Penalty: 920.711731
	Iteration 14Q: 3 clusters Score -1258435 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -1258488.875000 Penalty: 920.711731
	Iteration 15Q: 3 clusters Score -1258489 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -1258545.500000 Penalty: 920.711731
	Iteration 16Q: 3 clusters Score -1258546 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -1258588.125000 Penalty: 920.711731
	Iteration 17Q: 3 clusters Score -1258588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -1258624.000000 Penalty: 920.711731
	Iteration 18Q: 3 clusters Score -1258624 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -1258652.375000 Penalty: 920.711731
	Iteration 19Q: 3 clusters Score -1258652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -1258680.500000 Penalty: 920.711731
	Iteration 20F: 3 clusters Score -1258680 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -1258711.750000 Penalty: 920.711731
	Iteration 21Q: 3 clusters Score -1258712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1258742.375000 Penalty: 920.711731
	Iteration 22Q: 3 clusters Score -1258742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -1258760.750000 Penalty: 920.711731
	Iteration 23Q: 3 clusters Score -1258761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -1258779.750000 Penalty: 920.711731
	Iteration 24Q: 3 clusters Score -1258780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1258793.000000 Penalty: 920.711731
	Iteration 25Q: 3 clusters Score -1258793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -1258803.375000 Penalty: 920.711731
	Iteration 26Q: 3 clusters Score -1258803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -1258817.500000 Penalty: 920.711731
	Iteration 27Q: 3 clusters Score -1258818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -1258824.000000 Penalty: 920.711731
	Iteration 28Q: 3 clusters Score -1258824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -1258837.125000 Penalty: 920.711731
	Iteration 29Q: 3 clusters Score -1258837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -1258850.375000 Penalty: 920.711731
	Iteration 30Q: 3 clusters Score -1258850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -1258859.500000 Penalty: 920.711731
	Iteration 31Q: 3 clusters Score -1258860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -1258871.625000 Penalty: 920.711731
	Iteration 32Q: 3 clusters Score -1258872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -1258876.125000 Penalty: 920.711731
	Iteration 33Q: 3 clusters Score -1258876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -1258879.125000 Penalty: 920.711731
	Iteration 34Q: 3 clusters Score -1258879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -1258882.875000 Penalty: 920.711731
	Iteration 35Q: 3 clusters Score -1258883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -1258881.750000 Penalty: 920.711731
	Iteration 36Q: 3 clusters Score -1258882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -1258885.375000 Penalty: 920.711731
	Iteration 37Q: 3 clusters Score -1258885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -1258885.125000 Penalty: 920.711731
	Iteration 38Q: 3 clusters Score -1258885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -1258885.875000 Penalty: 920.711731
	Iteration 39Q: 3 clusters Score -1258886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -1258885.375000 Penalty: 920.711731
	Iteration 40F: 3 clusters Score -1258885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1258886.125000 Penalty: 920.711731
	Iteration 41Q: 3 clusters Score -1258886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -1258885.875000 Penalty: 920.711731
	Iteration 42Q: 3 clusters Score -1258886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -1258887.875000 Penalty: 920.711731
	Iteration 43Q: 3 clusters Score -1258888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -1258889.000000 Penalty: 920.711731
	Iteration 44Q: 3 clusters Score -1258889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -1258888.125000 Penalty: 920.711731
	Iteration 45Q: 3 clusters Score -1258888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -1258888.125000 Penalty: 920.711731
	Iteration 46F: 3 clusters Score -1258888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -302328.156250 Penalty: 400.936951
	Iteration 0F: 2 clusters Score -302328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -297882.687500 Penalty: 801.873901
	Iteration 0F: 3 clusters Score -297882.7 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -299621.312500 Penalty: 801.873901
	Iteration 1F: 3 clusters Score -299621.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -299856.562500 Penalty: 801.873901
	Iteration 2F: 3 clusters Score -299856.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -300172.281250 Penalty: 801.873901
	Iteration 3F: 3 clusters Score -300172.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -300571.781250 Penalty: 801.873901
	Iteration 4F: 3 clusters Score -300571.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -301074.875000 Penalty: 801.873901
	Iteration 5F: 3 clusters Score -301074.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -301490.968750 Penalty: 801.873901
	Iteration 6F: 3 clusters Score -301491 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -301727.281250 Penalty: 801.873901
	Iteration 7Q: 3 clusters Score -301727.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -301874.781250 Penalty: 801.873901
	Iteration 8Q: 3 clusters Score -301874.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -301989.437500 Penalty: 801.873901
	Iteration 9Q: 3 clusters Score -301989.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -302051.843750 Penalty: 801.873901
	Iteration 10Q: 3 clusters Score -302051.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -302080.593750 Penalty: 801.873901
	Iteration 11Q: 3 clusters Score -302080.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -302097.500000 Penalty: 801.873901
	Iteration 12Q: 3 clusters Score -302097.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -302108.500000 Penalty: 801.873901
	Iteration 13Q: 3 clusters Score -302108.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -302113.593750 Penalty: 801.873901
	Iteration 14Q: 3 clusters Score -302113.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -302118.281250 Penalty: 801.873901
	Iteration 15Q: 3 clusters Score -302118.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -302120.718750 Penalty: 801.873901
	Iteration 16Q: 3 clusters Score -302120.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -302124.437500 Penalty: 801.873901
	Iteration 17Q: 3 clusters Score -302124.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -302127.562500 Penalty: 801.873901
	Iteration 18Q: 3 clusters Score -302127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -302129.562500 Penalty: 801.873901
	Iteration 19Q: 3 clusters Score -302129.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -302132.531250 Penalty: 801.873901
	Iteration 20F: 3 clusters Score -302132.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -302135.156250 Penalty: 801.873901
	Iteration 21Q: 3 clusters Score -302135.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -302137.125000 Penalty: 801.873901
	Iteration 22Q: 3 clusters Score -302137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -302140.656250 Penalty: 801.873901
	Iteration 23Q: 3 clusters Score -302140.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -302142.968750 Penalty: 801.873901
	Iteration 24Q: 3 clusters Score -302143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -302146.250000 Penalty: 801.873901
	Iteration 25Q: 3 clusters Score -302146.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -302148.187500 Penalty: 801.873901
	Iteration 26Q: 3 clusters Score -302148.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -302148.906250 Penalty: 801.873901
	Iteration 27Q: 3 clusters Score -302148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -302150.812500 Penalty: 801.873901
	Iteration 28Q: 3 clusters Score -302150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -302150.812500 Penalty: 801.873901
	Iteration 29Q: 3 clusters Score -302150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -302150.812500 Penalty: 801.873901
	Iteration 30Q: 3 clusters Score -302150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -302151.156250 Penalty: 801.873901
	Iteration 31Q: 3 clusters Score -302151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -302151.593750 Penalty: 801.873901
	Iteration 32Q: 3 clusters Score -302151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -302152.375000 Penalty: 801.873901
	Iteration 33Q: 3 clusters Score -302152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -302152.593750 Penalty: 801.873901
	Iteration 34Q: 3 clusters Score -302152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -302152.593750 Penalty: 801.873901
	Iteration 35F: 3 clusters Score -302152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -227162.250000 Penalty: 384.249878
	Iteration 0F: 2 clusters Score -227162.2 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 2342 members 
Entering Unmasked Estep 
Score: -224037.765625 Penalty: 768.499756
	Iteration 0F: 3 clusters Score -224037.8 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -225190.531250 Penalty: 768.499756
	Iteration 1F: 3 clusters Score -225190.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -225297.625000 Penalty: 768.499756
	Iteration 2F: 3 clusters Score -225297.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -225414.375000 Penalty: 768.499756
	Iteration 3Q: 3 clusters Score -225414.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -225581.578125 Penalty: 768.499756
	Iteration 4F: 3 clusters Score -225581.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -225827.625000 Penalty: 768.499756
	Iteration 5F: 3 clusters Score -225827.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -226095.453125 Penalty: 768.499756
	Iteration 6F: 3 clusters Score -226095.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -226317.140625 Penalty: 768.499756
	Iteration 7F: 3 clusters Score -226317.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -226457.734375 Penalty: 768.499756
	Iteration 8F: 3 clusters Score -226457.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -226531.203125 Penalty: 768.499756
	Iteration 9Q: 3 clusters Score -226531.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -226580.687500 Penalty: 768.499756
	Iteration 10Q: 3 clusters Score -226580.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -226621.375000 Penalty: 768.499756
	Iteration 11Q: 3 clusters Score -226621.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -226663.609375 Penalty: 768.499756
	Iteration 12Q: 3 clusters Score -226663.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -226695.484375 Penalty: 768.499756
	Iteration 13Q: 3 clusters Score -226695.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -226718.968750 Penalty: 768.499756
	Iteration 14Q: 3 clusters Score -226719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -226741.578125 Penalty: 768.499756
	Iteration 15Q: 3 clusters Score -226741.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -226760.531250 Penalty: 768.499756
	Iteration 16Q: 3 clusters Score -226760.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -226775.906250 Penalty: 768.499756
	Iteration 17Q: 3 clusters Score -226775.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -226791.953125 Penalty: 768.499756
	Iteration 18Q: 3 clusters Score -226792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -226804.703125 Penalty: 768.499756
	Iteration 19Q: 3 clusters Score -226804.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -226811.062500 Penalty: 768.499756
	Iteration 20F: 3 clusters Score -226811.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -226816.203125 Penalty: 768.499756
	Iteration 21Q: 3 clusters Score -226816.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -226822.515625 Penalty: 768.499756
	Iteration 22Q: 3 clusters Score -226822.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -226828.843750 Penalty: 768.499756
	Iteration 23Q: 3 clusters Score -226828.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -226833.062500 Penalty: 768.499756
	Iteration 24Q: 3 clusters Score -226833.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -226835.750000 Penalty: 768.499756
	Iteration 25Q: 3 clusters Score -226835.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -226837.281250 Penalty: 768.499756
	Iteration 26Q: 3 clusters Score -226837.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -226838.890625 Penalty: 768.499756
	Iteration 27Q: 3 clusters Score -226838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -226839.250000 Penalty: 768.499756
	Iteration 28Q: 3 clusters Score -226839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -226840.078125 Penalty: 768.499756
	Iteration 29Q: 3 clusters Score -226840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -226840.984375 Penalty: 768.499756
	Iteration 30Q: 3 clusters Score -226841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -226842.140625 Penalty: 768.499756
	Iteration 31Q: 3 clusters Score -226842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -226842.734375 Penalty: 768.499756
	Iteration 32Q: 3 clusters Score -226842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -226843.281250 Penalty: 768.499756
	Iteration 33Q: 3 clusters Score -226843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -226844.625000 Penalty: 768.499756
	Iteration 34Q: 3 clusters Score -226844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -226845.859375 Penalty: 768.499756
	Iteration 35Q: 3 clusters Score -226845.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -226847.406250 Penalty: 768.499756
	Iteration 36Q: 3 clusters Score -226847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -226848.390625 Penalty: 768.499756
	Iteration 37Q: 3 clusters Score -226848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -226850.078125 Penalty: 768.499756
	Iteration 38Q: 3 clusters Score -226850.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -226851.609375 Penalty: 768.499756
	Iteration 39Q: 3 clusters Score -226851.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -226852.671875 Penalty: 768.499756
	Iteration 40F: 3 clusters Score -226852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -226853.500000 Penalty: 768.499756
	Iteration 41Q: 3 clusters Score -226853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -226853.812500 Penalty: 768.499756
	Iteration 42Q: 3 clusters Score -226853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -226854.062500 Penalty: 768.499756
	Iteration 43Q: 3 clusters Score -226854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -226854.656250 Penalty: 768.499756
	Iteration 44Q: 3 clusters Score -226854.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -226855.875000 Penalty: 768.499756
	Iteration 45Q: 3 clusters Score -226855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -226855.734375 Penalty: 768.499756
	Iteration 46Q: 3 clusters Score -226855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -226855.343750 Penalty: 768.499756
	Iteration 47Q: 3 clusters Score -226855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -226855.343750 Penalty: 768.499756
	Iteration 48F: 3 clusters Score -226855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -140262.781250 Penalty: 360.148346
	Iteration 0F: 2 clusters Score -140262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -138329.140625 Penalty: 720.296692
	Iteration 0F: 3 clusters Score -138329.1 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -138974.671875 Penalty: 720.296692
	Iteration 1F: 3 clusters Score -138974.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -139109.937500 Penalty: 720.296692
	Iteration 2F: 3 clusters Score -139109.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -139260.718750 Penalty: 720.296692
	Iteration 3F: 3 clusters Score -139260.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -139401.671875 Penalty: 720.296692
	Iteration 4F: 3 clusters Score -139401.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -139578.265625 Penalty: 720.296692
	Iteration 5F: 3 clusters Score -139578.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -139722.828125 Penalty: 720.296692
	Iteration 6F: 3 clusters Score -139722.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -139801.812500 Penalty: 720.296692
	Iteration 7Q: 3 clusters Score -139801.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -139838.546875 Penalty: 720.296692
	Iteration 8Q: 3 clusters Score -139838.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -139867.687500 Penalty: 720.296692
	Iteration 9Q: 3 clusters Score -139867.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -139895.703125 Penalty: 720.296692
	Iteration 10Q: 3 clusters Score -139895.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -139917.750000 Penalty: 720.296692
	Iteration 11Q: 3 clusters Score -139917.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -139939.312500 Penalty: 720.296692
	Iteration 12Q: 3 clusters Score -139939.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -139956.953125 Penalty: 720.296692
	Iteration 13Q: 3 clusters Score -139957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -139964.703125 Penalty: 720.296692
	Iteration 14Q: 3 clusters Score -139964.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -139967.875000 Penalty: 720.296692
	Iteration 15Q: 3 clusters Score -139967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -139968.781250 Penalty: 720.296692
	Iteration 16Q: 3 clusters Score -139968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -139970.718750 Penalty: 720.296692
	Iteration 17Q: 3 clusters Score -139970.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -139972.531250 Penalty: 720.296692
	Iteration 18Q: 3 clusters Score -139972.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -139975.640625 Penalty: 720.296692
	Iteration 19Q: 3 clusters Score -139975.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -139977.187500 Penalty: 720.296692
	Iteration 20F: 3 clusters Score -139977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -139978.203125 Penalty: 720.296692
	Iteration 21Q: 3 clusters Score -139978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -139979.656250 Penalty: 720.296692
	Iteration 22Q: 3 clusters Score -139979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -139980.156250 Penalty: 720.296692
	Iteration 23Q: 3 clusters Score -139980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -139980.968750 Penalty: 720.296692
	Iteration 24Q: 3 clusters Score -139981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -139982.156250 Penalty: 720.296692
	Iteration 25Q: 3 clusters Score -139982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -139983.328125 Penalty: 720.296692
	Iteration 26Q: 3 clusters Score -139983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -139983.843750 Penalty: 720.296692
	Iteration 27Q: 3 clusters Score -139983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -139984.171875 Penalty: 720.296692
	Iteration 28Q: 3 clusters Score -139984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -139984.828125 Penalty: 720.296692
	Iteration 29Q: 3 clusters Score -139984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -139985.343750 Penalty: 720.296692
	Iteration 30Q: 3 clusters Score -139985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -139985.593750 Penalty: 720.296692
	Iteration 31Q: 3 clusters Score -139985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -139985.593750 Penalty: 720.296692
	Iteration 32F: 3 clusters Score -139985.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -61493.703125 Penalty: 329.384277
	Iteration 0F: 2 clusters Score -61493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60454.695312 Penalty: 658.768555
	Iteration 0F: 3 clusters Score -60454.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -60858.464844 Penalty: 658.768555
	Iteration 1F: 3 clusters Score -60858.46 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -60919.367188 Penalty: 658.768555
	Iteration 2F: 3 clusters Score -60919.37 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -60965.773438 Penalty: 658.768555
	Iteration 3F: 3 clusters Score -60965.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -61009.777344 Penalty: 658.768555
	Iteration 4Q: 3 clusters Score -61009.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -61052.085938 Penalty: 658.768555
	Iteration 5Q: 3 clusters Score -61052.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -61116.660156 Penalty: 658.768555
	Iteration 6Q: 3 clusters Score -61116.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -61152.605469 Penalty: 658.768555
	Iteration 7Q: 3 clusters Score -61152.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -61188.597656 Penalty: 658.768555
	Iteration 8Q: 3 clusters Score -61188.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61207.378906 Penalty: 658.768555
	Iteration 9Q: 3 clusters Score -61207.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -61225.281250 Penalty: 658.768555
	Iteration 10Q: 3 clusters Score -61225.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -61247.339844 Penalty: 658.768555
	Iteration 11Q: 3 clusters Score -61247.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61273.265625 Penalty: 658.768555
	Iteration 12Q: 3 clusters Score -61273.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61312.121094 Penalty: 658.768555
	Iteration 13Q: 3 clusters Score -61312.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61343.980469 Penalty: 658.768555
	Iteration 14Q: 3 clusters Score -61343.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61367.769531 Penalty: 658.768555
	Iteration 15Q: 3 clusters Score -61367.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -61380.480469 Penalty: 658.768555
	Iteration 16Q: 3 clusters Score -61380.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61393.562500 Penalty: 658.768555
	Iteration 17Q: 3 clusters Score -61393.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61412.394531 Penalty: 658.768555
	Iteration 18Q: 3 clusters Score -61412.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -61429.367188 Penalty: 658.768555
	Iteration 19Q: 3 clusters Score -61429.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61447.039062 Penalty: 658.768555
	Iteration 20F: 3 clusters Score -61447.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61456.050781 Penalty: 658.768555
	Iteration 21Q: 3 clusters Score -61456.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61460.023438 Penalty: 658.768555
	Iteration 22Q: 3 clusters Score -61460.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61461.343750 Penalty: 658.768555
	Iteration 23Q: 3 clusters Score -61461.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -61463.238281 Penalty: 658.768555
	Iteration 24Q: 3 clusters Score -61463.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -61463.855469 Penalty: 658.768555
	Iteration 25Q: 3 clusters Score -61463.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61464.125000 Penalty: 658.768555
	Iteration 26Q: 3 clusters Score -61464.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61464.597656 Penalty: 658.768555
	Iteration 27Q: 3 clusters Score -61464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -61465.976562 Penalty: 658.768555
	Iteration 28Q: 3 clusters Score -61465.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -61467.562500 Penalty: 658.768555
	Iteration 29Q: 3 clusters Score -61467.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61468.000000 Penalty: 658.768555
	Iteration 30Q: 3 clusters Score -61468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61468.000000 Penalty: 658.768555
	Iteration 31F: 3 clusters Score -61468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Entering Unmasked Estep 
Score: -1862396.750000 Penalty: 482.743561
	Iteration 0F: 2 clusters Score -1862397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1835309.375000 Penalty: 965.487122
	Iteration 0F: 3 clusters Score -1835309 nChanged 19530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -1847390.750000 Penalty: 965.487122
	Iteration 1F: 3 clusters Score -1847391 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1848368.625000 Penalty: 965.487122
	Iteration 2F: 3 clusters Score -1848369 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1849751.125000 Penalty: 965.487122
	Iteration 3F: 3 clusters Score -1849751 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1851613.250000 Penalty: 965.487122
	Iteration 4F: 3 clusters Score -1851613 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1853617.250000 Penalty: 965.487122
	Iteration 5F: 3 clusters Score -1853617 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1854883.250000 Penalty: 965.487122
	Iteration 6F: 3 clusters Score -1854883 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1855340.000000 Penalty: 965.487122
	Iteration 7Q: 3 clusters Score -1855340 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1855577.125000 Penalty: 965.487122
	Iteration 8Q: 3 clusters Score -1855577 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1855803.625000 Penalty: 965.487122
	Iteration 9Q: 3 clusters Score -1855804 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1856032.250000 Penalty: 965.487122
	Iteration 10Q: 3 clusters Score -1856032 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1856290.000000 Penalty: 965.487122
	Iteration 11Q: 3 clusters Score -1856290 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1856568.125000 Penalty: 965.487122
	Iteration 12Q: 3 clusters Score -1856568 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1856915.875000 Penalty: 965.487122
	Iteration 13Q: 3 clusters Score -1856916 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1857321.875000 Penalty: 965.487122
	Iteration 14Q: 3 clusters Score -1857322 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1857783.375000 Penalty: 965.487122
	Iteration 15Q: 3 clusters Score -1857783 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1858384.500000 Penalty: 965.487122
	Iteration 16Q: 3 clusters Score -1858384 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1858988.000000 Penalty: 965.487122
	Iteration 17Q: 3 clusters Score -1858988 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1859594.000000 Penalty: 965.487122
	Iteration 18Q: 3 clusters Score -1859594 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1860120.375000 Penalty: 965.487122
	Iteration 19Q: 3 clusters Score -1860120 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1860592.500000 Penalty: 965.487122
	Iteration 20F: 3 clusters Score -1860592 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1860955.000000 Penalty: 965.487122
	Iteration 21Q: 3 clusters Score -1860955 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1861181.375000 Penalty: 965.487122
	Iteration 22Q: 3 clusters Score -1861181 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1861382.750000 Penalty: 965.487122
	Iteration 23Q: 3 clusters Score -1861383 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1861528.750000 Penalty: 965.487122
	Iteration 24Q: 3 clusters Score -1861529 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1861633.375000 Penalty: 965.487122
	Iteration 25Q: 3 clusters Score -1861633 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1861731.375000 Penalty: 965.487122
	Iteration 26Q: 3 clusters Score -1861731 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1861797.625000 Penalty: 965.487122
	Iteration 27Q: 3 clusters Score -1861798 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1861854.875000 Penalty: 965.487122
	Iteration 28Q: 3 clusters Score -1861855 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1861884.625000 Penalty: 965.487122
	Iteration 29Q: 3 clusters Score -1861885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1861912.250000 Penalty: 965.487122
	Iteration 30Q: 3 clusters Score -1861912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1861933.500000 Penalty: 965.487122
	Iteration 31Q: 3 clusters Score -1861934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1861953.875000 Penalty: 965.487122
	Iteration 32Q: 3 clusters Score -1861954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1861962.375000 Penalty: 965.487122
	Iteration 33Q: 3 clusters Score -1861962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1861972.750000 Penalty: 965.487122
	Iteration 34Q: 3 clusters Score -1861973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1861978.500000 Penalty: 965.487122
	Iteration 35Q: 3 clusters Score -1861978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1861986.125000 Penalty: 965.487122
	Iteration 36Q: 3 clusters Score -1861986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1861994.000000 Penalty: 965.487122
	Iteration 37Q: 3 clusters Score -1861994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1861998.875000 Penalty: 965.487122
	Iteration 38Q: 3 clusters Score -1861999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1862000.500000 Penalty: 965.487122
	Iteration 39Q: 3 clusters Score -1862000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1862006.125000 Penalty: 965.487122
	Iteration 40F: 3 clusters Score -1862006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1862009.125000 Penalty: 965.487122
	Iteration 41Q: 3 clusters Score -1862009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1862010.250000 Penalty: 965.487122
	Iteration 42Q: 3 clusters Score -1862010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1862008.000000 Penalty: 965.487122
	Iteration 43Q: 3 clusters Score -1862008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1862010.250000 Penalty: 965.487122
	Iteration 44Q: 3 clusters Score -1862010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1862013.750000 Penalty: 965.487122
	Iteration 45Q: 3 clusters Score -1862014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1862018.875000 Penalty: 965.487122
	Iteration 46Q: 3 clusters Score -1862019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1862024.250000 Penalty: 965.487122
	Iteration 47Q: 3 clusters Score -1862024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1862025.375000 Penalty: 965.487122
	Iteration 48Q: 3 clusters Score -1862025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1862028.250000 Penalty: 965.487122
	Iteration 49Q: 3 clusters Score -1862028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1862028.125000 Penalty: 965.487122
	Iteration 50Q: 3 clusters Score -1862028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1862029.750000 Penalty: 965.487122
	Iteration 51Q: 3 clusters Score -1862030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1862029.500000 Penalty: 965.487122
	Iteration 52Q: 3 clusters Score -1862030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1862031.375000 Penalty: 965.487122
	Iteration 53Q: 3 clusters Score -1862031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1862033.375000 Penalty: 965.487122
	Iteration 54Q: 3 clusters Score -1862033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1862033.750000 Penalty: 965.487122
	Iteration 55Q: 3 clusters Score -1862034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1862035.875000 Penalty: 965.487122
	Iteration 56Q: 3 clusters Score -1862036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1862036.250000 Penalty: 965.487122
	Iteration 57Q: 3 clusters Score -1862036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1862035.875000 Penalty: 965.487122
	Iteration 58Q: 3 clusters Score -1862036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1862037.875000 Penalty: 965.487122
	Iteration 59Q: 3 clusters Score -1862038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1862037.750000 Penalty: 965.487122
	Iteration 60F: 3 clusters Score -1862038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1862040.000000 Penalty: 965.487122
	Iteration 61Q: 3 clusters Score -1862040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1862041.750000 Penalty: 965.487122
	Iteration 62Q: 3 clusters Score -1862042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1862041.750000 Penalty: 965.487122
	Iteration 63F: 3 clusters Score -1862042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -56126.367188 Penalty: 324.528656
	Iteration 0F: 2 clusters Score -56126.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -55181.437500 Penalty: 649.057312
	Iteration 0F: 3 clusters Score -55181.44 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55480.113281 Penalty: 649.057312
	Iteration 1F: 3 clusters Score -55480.11 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -55548.105469 Penalty: 649.057312
	Iteration 2F: 3 clusters Score -55548.11 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -55601.906250 Penalty: 649.057312
	Iteration 3F: 3 clusters Score -55601.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -55645.691406 Penalty: 649.057312
	Iteration 4F: 3 clusters Score -55645.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -55674.812500 Penalty: 649.057312
	Iteration 5Q: 3 clusters Score -55674.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -55703.515625 Penalty: 649.057312
	Iteration 6Q: 3 clusters Score -55703.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -55740.140625 Penalty: 649.057312
	Iteration 7Q: 3 clusters Score -55740.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -55763.597656 Penalty: 649.057312
	Iteration 8Q: 3 clusters Score -55763.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -55789.253906 Penalty: 649.057312
	Iteration 9Q: 3 clusters Score -55789.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -55802.574219 Penalty: 649.057312
	Iteration 10Q: 3 clusters Score -55802.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -55812.828125 Penalty: 649.057312
	Iteration 11Q: 3 clusters Score -55812.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -55818.617188 Penalty: 649.057312
	Iteration 12Q: 3 clusters Score -55818.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -55822.140625 Penalty: 649.057312
	Iteration 13Q: 3 clusters Score -55822.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -55828.460938 Penalty: 649.057312
	Iteration 14Q: 3 clusters Score -55828.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -55833.417969 Penalty: 649.057312
	Iteration 15Q: 3 clusters Score -55833.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -55834.593750 Penalty: 649.057312
	Iteration 16Q: 3 clusters Score -55834.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -55835.765625 Penalty: 649.057312
	Iteration 17Q: 3 clusters Score -55835.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -55836.859375 Penalty: 649.057312
	Iteration 18Q: 3 clusters Score -55836.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -55836.859375 Penalty: 649.057312
	Iteration 19F: 3 clusters Score -55836.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -5959.738281 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -5959.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5701.187500 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -5701.188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5751.635254 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -5751.635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5780.218750 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -5780.219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5802.201172 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -5802.201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5826.151367 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -5826.151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5842.684082 Penalty: 461.840820
	Iteration 5F: 3 clusters Score -5842.684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5856.184570 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -5856.185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5895.260254 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -5895.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5907.047852 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -5907.048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5920.626465 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -5920.626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5921.320312 Penalty: 461.840820
	Iteration 10Q: 3 clusters Score -5921.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5921.320312 Penalty: 461.840820
	Iteration 11F: 3 clusters Score -5921.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -8116.626953 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -8116.627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7821.958008 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -7821.958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7889.037598 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -7889.038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7924.403320 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -7924.403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7938.300293 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -7938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7943.348145 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -7943.348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7944.093750 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -7944.094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7944.093750 Penalty: 487.019104
	Iteration 6F: 3 clusters Score -7944.094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -5620.297852 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -5620.298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5371.567383 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5371.567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5451.181152 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5451.181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5511.479004 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -5511.479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5530.377930 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -5530.378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5536.251953 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -5536.252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5543.975098 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -5543.975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5555.787109 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -5555.787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5561.215332 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -5561.215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5564.076172 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -5564.076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5566.555664 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -5566.556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5575.002930 Penalty: 447.718262
	Iteration 10Q: 3 clusters Score -5575.003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5577.660645 Penalty: 447.718262
	Iteration 11Q: 3 clusters Score -5577.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -5580.451172 Penalty: 447.718262
	Iteration 12Q: 3 clusters Score -5580.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -5583.469238 Penalty: 447.718262
	Iteration 13Q: 3 clusters Score -5583.469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -5588.085449 Penalty: 447.718262
	Iteration 14Q: 3 clusters Score -5588.085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -5595.070312 Penalty: 447.718262
	Iteration 15Q: 3 clusters Score -5595.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -5604.867676 Penalty: 447.718262
	Iteration 16Q: 3 clusters Score -5604.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -5604.867676 Penalty: 447.718262
	Iteration 17F: 3 clusters Score -5604.868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -17975.523438 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -17975.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17527.160156 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -17527.16 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17630.376953 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -17630.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17669.658203 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -17669.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17678.791016 Penalty: 550.740112
	Iteration 3Q: 3 clusters Score -17678.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17687.683594 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -17687.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17693.332031 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -17693.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17700.140625 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -17700.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17705.162109 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -17705.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17711.011719 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -17711.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17720.302734 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -17720.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17725.205078 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -17725.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17727.210938 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -17727.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17730.611328 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -17730.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17732.222656 Penalty: 550.740112
	Iteration 13Q: 3 clusters Score -17732.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17733.556641 Penalty: 550.740112
	Iteration 14Q: 3 clusters Score -17733.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17734.949219 Penalty: 550.740112
	Iteration 15Q: 3 clusters Score -17734.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17735.783203 Penalty: 550.740112
	Iteration 16Q: 3 clusters Score -17735.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17736.359375 Penalty: 550.740112
	Iteration 17Q: 3 clusters Score -17736.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17736.572266 Penalty: 550.740112
	Iteration 18Q: 3 clusters Score -17736.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17736.814453 Penalty: 550.740112
	Iteration 19Q: 3 clusters Score -17736.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17737.314453 Penalty: 550.740112
	Iteration 20F: 3 clusters Score -17737.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -20799.513672 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -20799.51 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 243 members 
Entering Unmasked Estep 
Score: -20322.308594 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -20322.31 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20458.613281 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -20458.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20492.962891 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -20492.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20517.781250 Penalty: 560.861633
	Iteration 3F: 3 clusters Score -20517.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20534.402344 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -20534.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20544.097656 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -20544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20549.076172 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -20549.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20555.589844 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -20555.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20561.966797 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -20561.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20568.353516 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -20568.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20576.751953 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -20576.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20588.460938 Penalty: 560.861633
	Iteration 11Q: 3 clusters Score -20588.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20596.488281 Penalty: 560.861633
	Iteration 12Q: 3 clusters Score -20596.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20608.812500 Penalty: 560.861633
	Iteration 13Q: 3 clusters Score -20608.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20614.375000 Penalty: 560.861633
	Iteration 14Q: 3 clusters Score -20614.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20617.421875 Penalty: 560.861633
	Iteration 15Q: 3 clusters Score -20617.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20619.187500 Penalty: 560.861633
	Iteration 16Q: 3 clusters Score -20619.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20621.025391 Penalty: 560.861633
	Iteration 17Q: 3 clusters Score -20621.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20622.396484 Penalty: 560.861633
	Iteration 18Q: 3 clusters Score -20622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20622.601562 Penalty: 560.861633
	Iteration 19Q: 3 clusters Score -20622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20622.601562 Penalty: 560.861633
	Iteration 20F: 3 clusters Score -20622.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -14816.679688 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -14816.68 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 178 members 
Entering Unmasked Estep 
Score: -14445.483398 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -14445.48 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14529.226562 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -14529.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14553.395508 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -14553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14572.196289 Penalty: 529.627563
	Iteration 3F: 3 clusters Score -14572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14575.493164 Penalty: 529.627563
	Iteration 4Q: 3 clusters Score -14575.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14577.171875 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -14577.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14577.171875 Penalty: 529.627563
	Iteration 6F: 3 clusters Score -14577.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 425 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391778.000000 Penalty: 16968.279297
Iteration 159Q: 29 clusters Score -2.839178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 425 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28391778.000000 Penalty: 16968.279297
Iteration 160F: 29 clusters Score -2.839178e+07 nChanged 0
Entering ConstructFrom: 
Score: -28391778.000000 Penalty: 16968.279297
Entering ConstructFrom: 
Trying to split cluster 1 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -100116.445312 Penalty: 346.875702
	Iteration 0F: 2 clusters Score -100116.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -98624.476562 Penalty: 693.751404
	Iteration 0F: 3 clusters Score -98624.48 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -99064.750000 Penalty: 693.751404
	Iteration 1F: 3 clusters Score -99064.75 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -99135.640625 Penalty: 693.751404
	Iteration 2F: 3 clusters Score -99135.64 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -99178.351562 Penalty: 693.751404
	Iteration 3F: 3 clusters Score -99178.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -99204.554688 Penalty: 693.751404
	Iteration 4Q: 3 clusters Score -99204.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -99231.703125 Penalty: 693.751404
	Iteration 5Q: 3 clusters Score -99231.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -99257.156250 Penalty: 693.751404
	Iteration 6Q: 3 clusters Score -99257.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -99282.476562 Penalty: 693.751404
	Iteration 7Q: 3 clusters Score -99282.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -99311.375000 Penalty: 693.751404
	Iteration 8Q: 3 clusters Score -99311.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -99340.414062 Penalty: 693.751404
	Iteration 9Q: 3 clusters Score -99340.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -99368.687500 Penalty: 693.751404
	Iteration 10Q: 3 clusters Score -99368.69 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -99404.750000 Penalty: 693.751404
	Iteration 11Q: 3 clusters Score -99404.75 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -99459.078125 Penalty: 693.751404
	Iteration 12Q: 3 clusters Score -99459.08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -99540.671875 Penalty: 693.751404
	Iteration 13F: 3 clusters Score -99540.67 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -99627.328125 Penalty: 693.751404
	Iteration 14F: 3 clusters Score -99627.33 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -99709.093750 Penalty: 693.751404
	Iteration 15Q: 3 clusters Score -99709.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -99778.140625 Penalty: 693.751404
	Iteration 16Q: 3 clusters Score -99778.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -99816.914062 Penalty: 693.751404
	Iteration 17Q: 3 clusters Score -99816.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -99851.429688 Penalty: 693.751404
	Iteration 18Q: 3 clusters Score -99851.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -99858.070312 Penalty: 693.751404
	Iteration 19Q: 3 clusters Score -99858.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -99864.640625 Penalty: 693.751404
	Iteration 20F: 3 clusters Score -99864.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -99869.414062 Penalty: 693.751404
	Iteration 21Q: 3 clusters Score -99869.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -99871.289062 Penalty: 693.751404
	Iteration 22Q: 3 clusters Score -99871.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -99873.312500 Penalty: 693.751404
	Iteration 23Q: 3 clusters Score -99873.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -99873.703125 Penalty: 693.751404
	Iteration 24Q: 3 clusters Score -99873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -99874.835938 Penalty: 693.751404
	Iteration 25Q: 3 clusters Score -99874.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -99875.148438 Penalty: 693.751404
	Iteration 26Q: 3 clusters Score -99875.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -99875.664062 Penalty: 693.751404
	Iteration 27Q: 3 clusters Score -99875.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -99876.273438 Penalty: 693.751404
	Iteration 28Q: 3 clusters Score -99876.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -99878.101562 Penalty: 693.751404
	Iteration 29Q: 3 clusters Score -99878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -99878.351562 Penalty: 693.751404
	Iteration 30Q: 3 clusters Score -99878.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -99878.351562 Penalty: 693.751404
	Iteration 31F: 3 clusters Score -99878.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -117018.937500 Penalty: 354.269226
	Iteration 0F: 2 clusters Score -117018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -115354.703125 Penalty: 708.538452
	Iteration 0F: 3 clusters Score -115354.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -115931.320312 Penalty: 708.538452
	Iteration 1F: 3 clusters Score -115931.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -116075.898438 Penalty: 708.538452
	Iteration 2F: 3 clusters Score -116075.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116200.367188 Penalty: 708.538452
	Iteration 3F: 3 clusters Score -116200.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116329.921875 Penalty: 708.538452
	Iteration 4F: 3 clusters Score -116329.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116450.203125 Penalty: 708.538452
	Iteration 5F: 3 clusters Score -116450.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -116541.437500 Penalty: 708.538452
	Iteration 6Q: 3 clusters Score -116541.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -116610.031250 Penalty: 708.538452
	Iteration 7Q: 3 clusters Score -116610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -116665.320312 Penalty: 708.538452
	Iteration 8Q: 3 clusters Score -116665.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -116687.812500 Penalty: 708.538452
	Iteration 9Q: 3 clusters Score -116687.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -116704.218750 Penalty: 708.538452
	Iteration 10Q: 3 clusters Score -116704.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -116716.835938 Penalty: 708.538452
	Iteration 11Q: 3 clusters Score -116716.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -116730.546875 Penalty: 708.538452
	Iteration 12Q: 3 clusters Score -116730.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -116738.492188 Penalty: 708.538452
	Iteration 13Q: 3 clusters Score -116738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -116742.796875 Penalty: 708.538452
	Iteration 14Q: 3 clusters Score -116742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -116755.078125 Penalty: 708.538452
	Iteration 15Q: 3 clusters Score -116755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -116764.882812 Penalty: 708.538452
	Iteration 16Q: 3 clusters Score -116764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -116769.882812 Penalty: 708.538452
	Iteration 17Q: 3 clusters Score -116769.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -116769.882812 Penalty: 708.538452
	Iteration 18F: 3 clusters Score -116769.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (351027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351027 members 
Entering Unmasked Estep 
Score: -16728907.000000 Penalty: 580.972168
	Iteration 0F: 2 clusters Score -1.672891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175389 members 
Mstep: Class 2 contains 175638 members 
Entering Unmasked Estep 
Score: -16499342.000000 Penalty: 1161.944336
	Iteration 0F: 3 clusters Score -1.649934e+07 nChanged 173472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 196470 members 
Entering Unmasked Estep 
Score: -16607253.000000 Penalty: 1161.944336
	Iteration 1F: 3 clusters Score -1.660725e+07 nChanged 17546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Mstep: Class 2 contains 204660 members 
Entering Unmasked Estep 
Score: -16611138.000000 Penalty: 1161.944336
	Iteration 2Q: 3 clusters Score -1.661114e+07 nChanged 19174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136483 members 
Mstep: Class 2 contains 214544 members 
Entering Unmasked Estep 
Score: -16616760.000000 Penalty: 1161.944336
	Iteration 3F: 3 clusters Score -1.661676e+07 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125820 members 
Mstep: Class 2 contains 225207 members 
Entering Unmasked Estep 
Score: -16626797.000000 Penalty: 1161.944336
	Iteration 4F: 3 clusters Score -1.66268e+07 nChanged 21806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 234735 members 
Entering Unmasked Estep 
Score: -16643353.000000 Penalty: 1161.944336
	Iteration 5F: 3 clusters Score -1.664335e+07 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 240018 members 
Entering Unmasked Estep 
Score: -16662316.000000 Penalty: 1161.944336
	Iteration 6F: 3 clusters Score -1.666232e+07 nChanged 19564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110551 members 
Mstep: Class 2 contains 240476 members 
Entering Unmasked Estep 
Score: -16672241.000000 Penalty: 1161.944336
	Iteration 7F: 3 clusters Score -1.667224e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 240486 members 
Entering Unmasked Estep 
Score: -16674906.000000 Penalty: 1161.944336
	Iteration 8Q: 3 clusters Score -1.667491e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 240791 members 
Entering Unmasked Estep 
Score: -16675412.000000 Penalty: 1161.944336
	Iteration 9Q: 3 clusters Score -1.667541e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 241305 members 
Entering Unmasked Estep 
Score: -16675623.000000 Penalty: 1161.944336
	Iteration 10Q: 3 clusters Score -1.667562e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 241838 members 
Entering Unmasked Estep 
Score: -16675950.000000 Penalty: 1161.944336
	Iteration 11Q: 3 clusters Score -1.667595e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 242457 members 
Entering Unmasked Estep 
Score: -16676083.000000 Penalty: 1161.944336
	Iteration 12Q: 3 clusters Score -1.667608e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 243038 members 
Entering Unmasked Estep 
Score: -16676253.000000 Penalty: 1161.944336
	Iteration 13Q: 3 clusters Score -1.667625e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107386 members 
Mstep: Class 2 contains 243641 members 
Entering Unmasked Estep 
Score: -16676269.000000 Penalty: 1161.944336
	Iteration 14Q: 3 clusters Score -1.667627e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 244291 members 
Entering Unmasked Estep 
Score: -16676439.000000 Penalty: 1161.944336
	Iteration 15Q: 3 clusters Score -1.667644e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 244958 members 
Entering Unmasked Estep 
Score: -16676671.000000 Penalty: 1161.944336
	Iteration 16Q: 3 clusters Score -1.667667e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105384 members 
Mstep: Class 2 contains 245643 members 
Entering Unmasked Estep 
Score: -16676811.000000 Penalty: 1161.944336
	Iteration 17Q: 3 clusters Score -1.667681e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 246426 members 
Entering Unmasked Estep 
Score: -16676999.000000 Penalty: 1161.944336
	Iteration 18Q: 3 clusters Score -1.6677e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 247328 members 
Entering Unmasked Estep 
Score: -16677195.000000 Penalty: 1161.944336
	Iteration 19Q: 3 clusters Score -1.66772e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 248221 members 
Entering Unmasked Estep 
Score: -16677378.000000 Penalty: 1161.944336
	Iteration 20F: 3 clusters Score -1.667738e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 249031 members 
Entering Unmasked Estep 
Score: -16677542.000000 Penalty: 1161.944336
	Iteration 21Q: 3 clusters Score -1.667754e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 249908 members 
Entering Unmasked Estep 
Score: -16677769.000000 Penalty: 1161.944336
	Iteration 22Q: 3 clusters Score -1.667777e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 250847 members 
Entering Unmasked Estep 
Score: -16677931.000000 Penalty: 1161.944336
	Iteration 23Q: 3 clusters Score -1.667793e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 251737 members 
Entering Unmasked Estep 
Score: -16678111.000000 Penalty: 1161.944336
	Iteration 24Q: 3 clusters Score -1.667811e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 252641 members 
Entering Unmasked Estep 
Score: -16678294.000000 Penalty: 1161.944336
	Iteration 25Q: 3 clusters Score -1.667829e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97420 members 
Mstep: Class 2 contains 253607 members 
Entering Unmasked Estep 
Score: -16678545.000000 Penalty: 1161.944336
	Iteration 26Q: 3 clusters Score -1.667854e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 254709 members 
Entering Unmasked Estep 
Score: -16678850.000000 Penalty: 1161.944336
	Iteration 27Q: 3 clusters Score -1.667885e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 255910 members 
Entering Unmasked Estep 
Score: -16679273.000000 Penalty: 1161.944336
	Iteration 28Q: 3 clusters Score -1.667927e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 257191 members 
Entering Unmasked Estep 
Score: -16679771.000000 Penalty: 1161.944336
	Iteration 29Q: 3 clusters Score -1.667977e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 258633 members 
Entering Unmasked Estep 
Score: -16680228.000000 Penalty: 1161.944336
	Iteration 30Q: 3 clusters Score -1.668023e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 260022 members 
Entering Unmasked Estep 
Score: -16680640.000000 Penalty: 1161.944336
	Iteration 31Q: 3 clusters Score -1.668064e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 261483 members 
Entering Unmasked Estep 
Score: -16680988.000000 Penalty: 1161.944336
	Iteration 32Q: 3 clusters Score -1.668099e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 263074 members 
Entering Unmasked Estep 
Score: -16681492.000000 Penalty: 1161.944336
	Iteration 33Q: 3 clusters Score -1.668149e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 264703 members 
Entering Unmasked Estep 
Score: -16681943.000000 Penalty: 1161.944336
	Iteration 34Q: 3 clusters Score -1.668194e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 266313 members 
Entering Unmasked Estep 
Score: -16682272.000000 Penalty: 1161.944336
	Iteration 35Q: 3 clusters Score -1.668227e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 267972 members 
Entering Unmasked Estep 
Score: -16682767.000000 Penalty: 1161.944336
	Iteration 36Q: 3 clusters Score -1.668277e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 269788 members 
Entering Unmasked Estep 
Score: -16683362.000000 Penalty: 1161.944336
	Iteration 37Q: 3 clusters Score -1.668336e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 271682 members 
Entering Unmasked Estep 
Score: -16683852.000000 Penalty: 1161.944336
	Iteration 38Q: 3 clusters Score -1.668385e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 273659 members 
Entering Unmasked Estep 
Score: -16684670.000000 Penalty: 1161.944336
	Iteration 39Q: 3 clusters Score -1.668467e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 275751 members 
Entering Unmasked Estep 
Score: -16685590.000000 Penalty: 1161.944336
	Iteration 40F: 3 clusters Score -1.668559e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 278023 members 
Entering Unmasked Estep 
Score: -16686473.000000 Penalty: 1161.944336
	Iteration 41Q: 3 clusters Score -1.668647e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 280407 members 
Entering Unmasked Estep 
Score: -16687394.000000 Penalty: 1161.944336
	Iteration 42Q: 3 clusters Score -1.668739e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 282968 members 
Entering Unmasked Estep 
Score: -16688486.000000 Penalty: 1161.944336
	Iteration 43Q: 3 clusters Score -1.668849e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Mstep: Class 2 contains 285672 members 
Entering Unmasked Estep 
Score: -16689920.000000 Penalty: 1161.944336
	Iteration 44Q: 3 clusters Score -1.668992e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 288691 members 
Entering Unmasked Estep 
Score: -16692795.000000 Penalty: 1161.944336
	Iteration 45Q: 3 clusters Score -1.66928e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 292385 members 
Entering Unmasked Estep 
Score: -16696025.000000 Penalty: 1161.944336
	Iteration 46Q: 3 clusters Score -1.669602e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 296932 members 
Entering Unmasked Estep 
Score: -16700291.000000 Penalty: 1161.944336
	Iteration 47Q: 3 clusters Score -1.670029e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 302601 members 
Entering Unmasked Estep 
Score: -16705258.000000 Penalty: 1161.944336
	Iteration 48Q: 3 clusters Score -1.670526e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 309429 members 
Entering Unmasked Estep 
Score: -16710551.000000 Penalty: 1161.944336
	Iteration 49Q: 3 clusters Score -1.671055e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 317398 members 
Entering Unmasked Estep 
Score: -16715555.000000 Penalty: 1161.944336
	Iteration 50Q: 3 clusters Score -1.671556e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 326187 members 
Entering Unmasked Estep 
Score: -16720318.000000 Penalty: 1161.944336
	Iteration 51Q: 3 clusters Score -1.672032e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 334788 members 
Entering Unmasked Estep 
Score: -16724261.000000 Penalty: 1161.944336
	Iteration 52Q: 3 clusters Score -1.672426e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 341663 members 
Entering Unmasked Estep 
Score: -16726837.000000 Penalty: 1161.944336
	Iteration 53Q: 3 clusters Score -1.672684e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 346422 members 
Entering Unmasked Estep 
Score: -16727907.000000 Penalty: 1161.944336
	Iteration 54Q: 3 clusters Score -1.672791e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 349051 members 
Entering Unmasked Estep 
Score: -16728294.000000 Penalty: 1161.944336
	Iteration 55Q: 3 clusters Score -1.672829e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 350219 members 
Entering Unmasked Estep 
Score: -16728423.000000 Penalty: 1161.944336
	Iteration 56Q: 3 clusters Score -1.672842e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 350648 members 
Entering Unmasked Estep 
Score: -16728355.000000 Penalty: 1161.944336
	Iteration 57Q: 3 clusters Score -1.672836e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 350802 members 
Entering Unmasked Estep 
Score: -16728408.000000 Penalty: 1161.944336
	Iteration 58Q: 3 clusters Score -1.672841e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 350870 members 
Entering Unmasked Estep 
Score: -16728398.000000 Penalty: 1161.944336
	Iteration 59Q: 3 clusters Score -1.67284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 350894 members 
Entering Unmasked Estep 
Score: -16728438.000000 Penalty: 1161.944336
	Iteration 60F: 3 clusters Score -1.672844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 350903 members 
Entering Unmasked Estep 
Score: -16728437.000000 Penalty: 1161.944336
	Iteration 61Q: 3 clusters Score -1.672844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 350908 members 
Entering Unmasked Estep 
Score: -16728436.000000 Penalty: 1161.944336
	Iteration 62Q: 3 clusters Score -1.672844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 350913 members 
Entering Unmasked Estep 
Score: -16728447.000000 Penalty: 1161.944336
	Iteration 63Q: 3 clusters Score -1.672845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 350913 members 
Entering Unmasked Estep 
Score: -16728448.000000 Penalty: 1161.944336
	Iteration 64Q: 3 clusters Score -1.672845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 350912 members 
Entering Unmasked Estep 
Score: -16728437.000000 Penalty: 1161.944336
	Iteration 65Q: 3 clusters Score -1.672844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 350912 members 
Entering Unmasked Estep 
Score: -16728437.000000 Penalty: 1161.944336
	Iteration 66Q: 3 clusters Score -1.672844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 350914 members 
Entering Unmasked Estep 
Score: -16728443.000000 Penalty: 1161.944336
	Iteration 67Q: 3 clusters Score -1.672844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 350915 members 
Entering Unmasked Estep 
Score: -16728436.000000 Penalty: 1161.944336
	Iteration 68Q: 3 clusters Score -1.672844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 350918 members 
Entering Unmasked Estep 
Score: -16728443.000000 Penalty: 1161.944336
	Iteration 69Q: 3 clusters Score -1.672844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 350920 members 
Entering Unmasked Estep 
Score: -16728444.000000 Penalty: 1161.944336
	Iteration 70Q: 3 clusters Score -1.672844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 350920 members 
Entering Unmasked Estep 
Score: -16728444.000000 Penalty: 1161.944336
	Iteration 71F: 3 clusters Score -1.672844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Entering Unmasked Estep 
Score: -5254397.000000 Penalty: 526.995178
	Iteration 0F: 2 clusters Score -5254397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -5182005.000000 Penalty: 1053.990356
	Iteration 0F: 3 clusters Score -5182005 nChanged 52195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -5213280.000000 Penalty: 1053.990356
	Iteration 1F: 3 clusters Score -5213280 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -5214582.000000 Penalty: 1053.990356
	Iteration 2Q: 3 clusters Score -5214582 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -5216539.500000 Penalty: 1053.990356
	Iteration 3Q: 3 clusters Score -5216540 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -5219370.500000 Penalty: 1053.990356
	Iteration 4F: 3 clusters Score -5219370 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -5223420.500000 Penalty: 1053.990356
	Iteration 5F: 3 clusters Score -5223420 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -5227817.000000 Penalty: 1053.990356
	Iteration 6F: 3 clusters Score -5227817 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -5231915.000000 Penalty: 1053.990356
	Iteration 7F: 3 clusters Score -5231915 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -5234501.000000 Penalty: 1053.990356
	Iteration 8Q: 3 clusters Score -5234501 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -5235707.500000 Penalty: 1053.990356
	Iteration 9Q: 3 clusters Score -5235708 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -5236289.500000 Penalty: 1053.990356
	Iteration 10Q: 3 clusters Score -5236290 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -5236654.000000 Penalty: 1053.990356
	Iteration 11Q: 3 clusters Score -5236654 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -5236968.000000 Penalty: 1053.990356
	Iteration 12Q: 3 clusters Score -5236968 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -5237264.000000 Penalty: 1053.990356
	Iteration 13Q: 3 clusters Score -5237264 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -5237591.000000 Penalty: 1053.990356
	Iteration 14Q: 3 clusters Score -5237591 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -5237947.000000 Penalty: 1053.990356
	Iteration 15Q: 3 clusters Score -5237947 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -5238280.500000 Penalty: 1053.990356
	Iteration 16Q: 3 clusters Score -5238280 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -5238604.000000 Penalty: 1053.990356
	Iteration 17Q: 3 clusters Score -5238604 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -5238924.000000 Penalty: 1053.990356
	Iteration 18Q: 3 clusters Score -5238924 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -5239237.500000 Penalty: 1053.990356
	Iteration 19Q: 3 clusters Score -5239238 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -5239462.000000 Penalty: 1053.990356
	Iteration 20F: 3 clusters Score -5239462 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -5239709.000000 Penalty: 1053.990356
	Iteration 21Q: 3 clusters Score -5239709 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -5239944.500000 Penalty: 1053.990356
	Iteration 22Q: 3 clusters Score -5239944 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -5240164.500000 Penalty: 1053.990356
	Iteration 23Q: 3 clusters Score -5240164 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -5240314.500000 Penalty: 1053.990356
	Iteration 24Q: 3 clusters Score -5240314 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -5240467.000000 Penalty: 1053.990356
	Iteration 25Q: 3 clusters Score -5240467 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -5240626.500000 Penalty: 1053.990356
	Iteration 26Q: 3 clusters Score -5240626 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -5240737.500000 Penalty: 1053.990356
	Iteration 27Q: 3 clusters Score -5240738 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -5240860.000000 Penalty: 1053.990356
	Iteration 28Q: 3 clusters Score -5240860 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -5240933.000000 Penalty: 1053.990356
	Iteration 29Q: 3 clusters Score -5240933 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -5241036.000000 Penalty: 1053.990356
	Iteration 30Q: 3 clusters Score -5241036 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -5241129.500000 Penalty: 1053.990356
	Iteration 31Q: 3 clusters Score -5241130 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -5241206.000000 Penalty: 1053.990356
	Iteration 32Q: 3 clusters Score -5241206 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -5241247.000000 Penalty: 1053.990356
	Iteration 33Q: 3 clusters Score -5241247 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -5241332.000000 Penalty: 1053.990356
	Iteration 34Q: 3 clusters Score -5241332 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -5241445.500000 Penalty: 1053.990356
	Iteration 35Q: 3 clusters Score -5241446 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -5241549.000000 Penalty: 1053.990356
	Iteration 36Q: 3 clusters Score -5241549 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -5241692.000000 Penalty: 1053.990356
	Iteration 37Q: 3 clusters Score -5241692 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -5241784.500000 Penalty: 1053.990356
	Iteration 38Q: 3 clusters Score -5241784 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -5241916.000000 Penalty: 1053.990356
	Iteration 39Q: 3 clusters Score -5241916 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -5242085.500000 Penalty: 1053.990356
	Iteration 40F: 3 clusters Score -5242086 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -5242226.500000 Penalty: 1053.990356
	Iteration 41Q: 3 clusters Score -5242226 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -5242460.000000 Penalty: 1053.990356
	Iteration 42Q: 3 clusters Score -5242460 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -5242671.500000 Penalty: 1053.990356
	Iteration 43Q: 3 clusters Score -5242672 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -5242886.000000 Penalty: 1053.990356
	Iteration 44Q: 3 clusters Score -5242886 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -5243120.000000 Penalty: 1053.990356
	Iteration 45Q: 3 clusters Score -5243120 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -5243413.500000 Penalty: 1053.990356
	Iteration 46Q: 3 clusters Score -5243414 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -5243674.000000 Penalty: 1053.990356
	Iteration 47Q: 3 clusters Score -5243674 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -5243950.000000 Penalty: 1053.990356
	Iteration 48Q: 3 clusters Score -5243950 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -5244274.000000 Penalty: 1053.990356
	Iteration 49Q: 3 clusters Score -5244274 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -5244610.500000 Penalty: 1053.990356
	Iteration 50Q: 3 clusters Score -5244610 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -5244997.500000 Penalty: 1053.990356
	Iteration 51Q: 3 clusters Score -5244998 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -5245420.000000 Penalty: 1053.990356
	Iteration 52Q: 3 clusters Score -5245420 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -5245843.500000 Penalty: 1053.990356
	Iteration 53Q: 3 clusters Score -5245844 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -5246326.500000 Penalty: 1053.990356
	Iteration 54Q: 3 clusters Score -5246326 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 89591 members 
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Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 91021 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 92366 members 
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Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 93605 members 
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Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 94845 members 
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Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 97245 members 
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Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 98337 members 
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Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 99270 members 
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Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 100056 members 
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Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 100731 members 
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Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 101321 members 
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Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 101840 members 
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Mstep: Class 1 contains 4888 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4481 members 
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Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 103343 members 
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Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 104083 members 
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Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 104271 members 
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Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 104458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 104641 members 
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 104793 members 
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Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 105043 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 105252 members 
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Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1636 members 
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Mstep: Class 1 contains 1580 members 
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Mstep: Class 1 contains 1534 members 
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Mstep: Class 1 contains 1482 members 
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Mstep: Class 1 contains 1390 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 105956 members 
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Mstep: Class 1 contains 1198 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1121 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 106100 members 
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Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1029 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 106209 members 
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Mstep: Class 1 contains 953 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5253794 nChanged 21
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	Iteration 106Q: 3 clusters Score -5253812 nChanged 15
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Mstep: Class 1 contains 897 members 
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	Iteration 107Q: 3 clusters Score -5253814 nChanged 16
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	Iteration 108Q: 3 clusters Score -5253823 nChanged 26
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Mstep: Class 1 contains 859 members 
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	Iteration 109Q: 3 clusters Score -5253834 nChanged 34
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Mstep: Class 1 contains 782 members 
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Mstep: Class 1 contains 758 members 
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	Iteration 113Q: 3 clusters Score -5253866 nChanged 31
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Mstep: Class 1 contains 709 members 
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Mstep: Class 1 contains 690 members 
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	Iteration 117Q: 3 clusters Score -5253910 nChanged 8
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	Iteration 118Q: 3 clusters Score -5253916 nChanged 7
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	Iteration 119Q: 3 clusters Score -5253921 nChanged 3
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Mstep: Class 1 contains 660 members 
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	Iteration 120F: 3 clusters Score -5253926 nChanged 7
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	Iteration 122Q: 3 clusters Score -5253932 nChanged 11
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	Iteration 123Q: 3 clusters Score -5253933 nChanged 11
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	Iteration 125Q: 3 clusters Score -5253941 nChanged 23
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Mstep: Class 1 contains 565 members 
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	Iteration 127Q: 3 clusters Score -5253944 nChanged 17
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	Iteration 131Q: 3 clusters Score -5253958 nChanged 9
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	Iteration 132Q: 3 clusters Score -5253960 nChanged 12
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	Iteration 133Q: 3 clusters Score -5253961 nChanged 10
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	Iteration 136Q: 3 clusters Score -5253970 nChanged 15
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Mstep: Class 1 contains 459 members 
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	Iteration 139Q: 3 clusters Score -5253982 nChanged 12
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	Iteration 140F: 3 clusters Score -5253984 nChanged 6
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	Iteration 141Q: 3 clusters Score -5253980 nChanged 4
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	Iteration 142Q: 3 clusters Score -5253980 nChanged 4
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	Iteration 144Q: 3 clusters Score -5253982 nChanged 6
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	Iteration 145Q: 3 clusters Score -5253979 nChanged 3
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	Iteration 146Q: 3 clusters Score -5253981 nChanged 3
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	Iteration 147Q: 3 clusters Score -5253983 nChanged 2
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Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -5253980.500000 Penalty: 1053.990356
	Iteration 148Q: 3 clusters Score -5253980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -5253979.000000 Penalty: 1053.990356
	Iteration 149Q: 3 clusters Score -5253979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 106787 members 
Entering Unmasked Estep 
Score: -5253980.000000 Penalty: 1053.990356
	Iteration 150Q: 3 clusters Score -5253980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -5253979.000000 Penalty: 1053.990356
	Iteration 151Q: 3 clusters Score -5253979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -5253984.500000 Penalty: 1053.990356
	Iteration 152Q: 3 clusters Score -5253984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -5253986.000000 Penalty: 1053.990356
	Iteration 153Q: 3 clusters Score -5253986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -5253986.000000 Penalty: 1053.990356
	Iteration 154F: 3 clusters Score -5253986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -117621.960938 Penalty: 354.981903
	Iteration 0F: 2 clusters Score -117622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -115906.078125 Penalty: 709.963806
	Iteration 0F: 3 clusters Score -115906.1 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -116602.625000 Penalty: 709.963806
	Iteration 1F: 3 clusters Score -116602.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -116747.031250 Penalty: 709.963806
	Iteration 2F: 3 clusters Score -116747 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116890.898438 Penalty: 709.963806
	Iteration 3F: 3 clusters Score -116890.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -117005.851562 Penalty: 709.963806
	Iteration 4F: 3 clusters Score -117005.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -117088.750000 Penalty: 709.963806
	Iteration 5F: 3 clusters Score -117088.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -117134.476562 Penalty: 709.963806
	Iteration 6Q: 3 clusters Score -117134.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -117172.843750 Penalty: 709.963806
	Iteration 7Q: 3 clusters Score -117172.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -117205.140625 Penalty: 709.963806
	Iteration 8Q: 3 clusters Score -117205.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -117232.507812 Penalty: 709.963806
	Iteration 9Q: 3 clusters Score -117232.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -117248.406250 Penalty: 709.963806
	Iteration 10Q: 3 clusters Score -117248.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -117258.742188 Penalty: 709.963806
	Iteration 11Q: 3 clusters Score -117258.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -117270.375000 Penalty: 709.963806
	Iteration 12Q: 3 clusters Score -117270.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -117283.453125 Penalty: 709.963806
	Iteration 13Q: 3 clusters Score -117283.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -117301.171875 Penalty: 709.963806
	Iteration 14Q: 3 clusters Score -117301.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -117325.125000 Penalty: 709.963806
	Iteration 15Q: 3 clusters Score -117325.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -117355.835938 Penalty: 709.963806
	Iteration 16Q: 3 clusters Score -117355.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117411.804688 Penalty: 709.963806
	Iteration 17Q: 3 clusters Score -117411.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117442.148438 Penalty: 709.963806
	Iteration 18Q: 3 clusters Score -117442.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117449.804688 Penalty: 709.963806
	Iteration 19Q: 3 clusters Score -117449.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117455.648438 Penalty: 709.963806
	Iteration 20F: 3 clusters Score -117455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117458.859375 Penalty: 709.963806
	Iteration 21Q: 3 clusters Score -117458.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117464.242188 Penalty: 709.963806
	Iteration 22Q: 3 clusters Score -117464.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117467.796875 Penalty: 709.963806
	Iteration 23Q: 3 clusters Score -117467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117469.437500 Penalty: 709.963806
	Iteration 24Q: 3 clusters Score -117469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117472.429688 Penalty: 709.963806
	Iteration 25Q: 3 clusters Score -117472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117474.570312 Penalty: 709.963806
	Iteration 26Q: 3 clusters Score -117474.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117477.429688 Penalty: 709.963806
	Iteration 27Q: 3 clusters Score -117477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117478.937500 Penalty: 709.963806
	Iteration 28Q: 3 clusters Score -117478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117480.070312 Penalty: 709.963806
	Iteration 29Q: 3 clusters Score -117480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117480.875000 Penalty: 709.963806
	Iteration 30Q: 3 clusters Score -117480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117480.914062 Penalty: 709.963806
	Iteration 31Q: 3 clusters Score -117480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117481.226562 Penalty: 709.963806
	Iteration 32Q: 3 clusters Score -117481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117481.226562 Penalty: 709.963806
	Iteration 33F: 3 clusters Score -117481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Entering Unmasked Estep 
Score: -1253129.250000 Penalty: 460.116516
	Iteration 0F: 2 clusters Score -1253129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1236599.625000 Penalty: 920.233032
	Iteration 0F: 3 clusters Score -1236600 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1243387.750000 Penalty: 920.233032
	Iteration 1F: 3 clusters Score -1243388 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1243693.625000 Penalty: 920.233032
	Iteration 2Q: 3 clusters Score -1243694 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1244246.750000 Penalty: 920.233032
	Iteration 3Q: 3 clusters Score -1244247 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1245306.875000 Penalty: 920.233032
	Iteration 4F: 3 clusters Score -1245307 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1247226.875000 Penalty: 920.233032
	Iteration 5F: 3 clusters Score -1247227 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1249553.375000 Penalty: 920.233032
	Iteration 6F: 3 clusters Score -1249553 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1251348.750000 Penalty: 920.233032
	Iteration 7F: 3 clusters Score -1251349 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1252241.375000 Penalty: 920.233032
	Iteration 8Q: 3 clusters Score -1252241 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1252558.750000 Penalty: 920.233032
	Iteration 9Q: 3 clusters Score -1252559 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1252696.000000 Penalty: 920.233032
	Iteration 10Q: 3 clusters Score -1252696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1252743.375000 Penalty: 920.233032
	Iteration 11Q: 3 clusters Score -1252743 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1252771.250000 Penalty: 920.233032
	Iteration 12Q: 3 clusters Score -1252771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1252781.125000 Penalty: 920.233032
	Iteration 13Q: 3 clusters Score -1252781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1252795.375000 Penalty: 920.233032
	Iteration 14Q: 3 clusters Score -1252795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1252812.875000 Penalty: 920.233032
	Iteration 15Q: 3 clusters Score -1252813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1252828.125000 Penalty: 920.233032
	Iteration 16Q: 3 clusters Score -1252828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1252844.375000 Penalty: 920.233032
	Iteration 17Q: 3 clusters Score -1252844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1252857.500000 Penalty: 920.233032
	Iteration 18Q: 3 clusters Score -1252858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1252859.375000 Penalty: 920.233032
	Iteration 19Q: 3 clusters Score -1252859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1252861.750000 Penalty: 920.233032
	Iteration 20F: 3 clusters Score -1252862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1252861.875000 Penalty: 920.233032
	Iteration 21Q: 3 clusters Score -1252862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1252864.000000 Penalty: 920.233032
	Iteration 22Q: 3 clusters Score -1252864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1252868.375000 Penalty: 920.233032
	Iteration 23Q: 3 clusters Score -1252868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1252870.125000 Penalty: 920.233032
	Iteration 24Q: 3 clusters Score -1252870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1252870.750000 Penalty: 920.233032
	Iteration 25Q: 3 clusters Score -1252871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1252872.250000 Penalty: 920.233032
	Iteration 26Q: 3 clusters Score -1252872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1252874.125000 Penalty: 920.233032
	Iteration 27Q: 3 clusters Score -1252874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1252873.875000 Penalty: 920.233032
	Iteration 28Q: 3 clusters Score -1252874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1252874.375000 Penalty: 920.233032
	Iteration 29Q: 3 clusters Score -1252874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1252875.125000 Penalty: 920.233032
	Iteration 30Q: 3 clusters Score -1252875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1252874.750000 Penalty: 920.233032
	Iteration 31Q: 3 clusters Score -1252875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1252876.125000 Penalty: 920.233032
	Iteration 32Q: 3 clusters Score -1252876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1252875.375000 Penalty: 920.233032
	Iteration 33Q: 3 clusters Score -1252875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1252876.750000 Penalty: 920.233032
	Iteration 34Q: 3 clusters Score -1252877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1252876.750000 Penalty: 920.233032
	Iteration 35F: 3 clusters Score -1252877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -6416.115234 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -6416.115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6128.750488 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -6128.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6182.872070 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -6182.872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6216.148926 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -6216.149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6224.378906 Penalty: 464.641052
	Iteration 3F: 3 clusters Score -6224.379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Entering Unmasked Estep 
Score: -1563637.000000 Penalty: 470.126068
	Iteration 0F: 2 clusters Score -1563637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1542982.875000 Penalty: 940.252136
	Iteration 0F: 3 clusters Score -1542983 nChanged 14810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1552269.250000 Penalty: 940.252136
	Iteration 1F: 3 clusters Score -1552269 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1553138.000000 Penalty: 940.252136
	Iteration 2F: 3 clusters Score -1553138 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1554432.875000 Penalty: 940.252136
	Iteration 3F: 3 clusters Score -1554433 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1556149.875000 Penalty: 940.252136
	Iteration 4F: 3 clusters Score -1556150 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1557854.375000 Penalty: 940.252136
	Iteration 5F: 3 clusters Score -1557854 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1558928.750000 Penalty: 940.252136
	Iteration 6F: 3 clusters Score -1558929 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1559392.625000 Penalty: 940.252136
	Iteration 7Q: 3 clusters Score -1559393 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1559658.875000 Penalty: 940.252136
	Iteration 8Q: 3 clusters Score -1559659 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1559856.000000 Penalty: 940.252136
	Iteration 9Q: 3 clusters Score -1559856 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1560087.125000 Penalty: 940.252136
	Iteration 10Q: 3 clusters Score -1560087 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1560350.000000 Penalty: 940.252136
	Iteration 11Q: 3 clusters Score -1560350 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1560608.500000 Penalty: 940.252136
	Iteration 12Q: 3 clusters Score -1560608 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1560861.625000 Penalty: 940.252136
	Iteration 13Q: 3 clusters Score -1560862 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1561101.875000 Penalty: 940.252136
	Iteration 14Q: 3 clusters Score -1561102 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1561316.750000 Penalty: 940.252136
	Iteration 15Q: 3 clusters Score -1561317 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1561518.125000 Penalty: 940.252136
	Iteration 16Q: 3 clusters Score -1561518 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1561715.125000 Penalty: 940.252136
	Iteration 17Q: 3 clusters Score -1561715 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1561864.875000 Penalty: 940.252136
	Iteration 18Q: 3 clusters Score -1561865 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1561980.750000 Penalty: 940.252136
	Iteration 19Q: 3 clusters Score -1561981 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1562083.875000 Penalty: 940.252136
	Iteration 20F: 3 clusters Score -1562084 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1562171.625000 Penalty: 940.252136
	Iteration 21Q: 3 clusters Score -1562172 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1562264.250000 Penalty: 940.252136
	Iteration 22Q: 3 clusters Score -1562264 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1562344.500000 Penalty: 940.252136
	Iteration 23Q: 3 clusters Score -1562344 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1562423.750000 Penalty: 940.252136
	Iteration 24Q: 3 clusters Score -1562424 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1562503.375000 Penalty: 940.252136
	Iteration 25Q: 3 clusters Score -1562503 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1562572.375000 Penalty: 940.252136
	Iteration 26Q: 3 clusters Score -1562572 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1562618.250000 Penalty: 940.252136
	Iteration 27Q: 3 clusters Score -1562618 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1562653.375000 Penalty: 940.252136
	Iteration 28Q: 3 clusters Score -1562653 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1562696.500000 Penalty: 940.252136
	Iteration 29Q: 3 clusters Score -1562696 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1562742.250000 Penalty: 940.252136
	Iteration 30Q: 3 clusters Score -1562742 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1562793.000000 Penalty: 940.252136
	Iteration 31Q: 3 clusters Score -1562793 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1562835.000000 Penalty: 940.252136
	Iteration 32Q: 3 clusters Score -1562835 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1562870.750000 Penalty: 940.252136
	Iteration 33Q: 3 clusters Score -1562871 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1562903.250000 Penalty: 940.252136
	Iteration 34Q: 3 clusters Score -1562903 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1562938.375000 Penalty: 940.252136
	Iteration 35Q: 3 clusters Score -1562938 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1562968.750000 Penalty: 940.252136
	Iteration 36Q: 3 clusters Score -1562969 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1562998.125000 Penalty: 940.252136
	Iteration 37Q: 3 clusters Score -1562998 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1563033.375000 Penalty: 940.252136
	Iteration 38Q: 3 clusters Score -1563033 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1563067.000000 Penalty: 940.252136
	Iteration 39Q: 3 clusters Score -1563067 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1563088.250000 Penalty: 940.252136
	Iteration 40F: 3 clusters Score -1563088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1563111.000000 Penalty: 940.252136
	Iteration 41Q: 3 clusters Score -1563111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1563131.125000 Penalty: 940.252136
	Iteration 42Q: 3 clusters Score -1563131 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1563137.625000 Penalty: 940.252136
	Iteration 43Q: 3 clusters Score -1563138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1563147.000000 Penalty: 940.252136
	Iteration 44Q: 3 clusters Score -1563147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1563160.875000 Penalty: 940.252136
	Iteration 45Q: 3 clusters Score -1563161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1563175.875000 Penalty: 940.252136
	Iteration 46Q: 3 clusters Score -1563176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1563192.000000 Penalty: 940.252136
	Iteration 47Q: 3 clusters Score -1563192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1563199.625000 Penalty: 940.252136
	Iteration 48Q: 3 clusters Score -1563200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1563216.500000 Penalty: 940.252136
	Iteration 49Q: 3 clusters Score -1563216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1563231.125000 Penalty: 940.252136
	Iteration 50Q: 3 clusters Score -1563231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1563241.500000 Penalty: 940.252136
	Iteration 51Q: 3 clusters Score -1563242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1563250.125000 Penalty: 940.252136
	Iteration 52Q: 3 clusters Score -1563250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1563254.625000 Penalty: 940.252136
	Iteration 53Q: 3 clusters Score -1563255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1563258.375000 Penalty: 940.252136
	Iteration 54Q: 3 clusters Score -1563258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1563260.750000 Penalty: 940.252136
	Iteration 55Q: 3 clusters Score -1563261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1563263.000000 Penalty: 940.252136
	Iteration 56Q: 3 clusters Score -1563263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1563274.000000 Penalty: 940.252136
	Iteration 57Q: 3 clusters Score -1563274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1563292.625000 Penalty: 940.252136
	Iteration 58Q: 3 clusters Score -1563293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1563301.500000 Penalty: 940.252136
	Iteration 59Q: 3 clusters Score -1563302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1563312.500000 Penalty: 940.252136
	Iteration 60F: 3 clusters Score -1563312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1563316.625000 Penalty: 940.252136
	Iteration 61Q: 3 clusters Score -1563317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1563317.500000 Penalty: 940.252136
	Iteration 62Q: 3 clusters Score -1563318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1563319.500000 Penalty: 940.252136
	Iteration 63Q: 3 clusters Score -1563320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1563320.875000 Penalty: 940.252136
	Iteration 64Q: 3 clusters Score -1563321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1563321.000000 Penalty: 940.252136
	Iteration 65Q: 3 clusters Score -1563321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1563321.000000 Penalty: 940.252136
	Iteration 66Q: 3 clusters Score -1563321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1563321.500000 Penalty: 940.252136
	Iteration 67Q: 3 clusters Score -1563322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1563320.750000 Penalty: 940.252136
	Iteration 68Q: 3 clusters Score -1563321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1563322.625000 Penalty: 940.252136
	Iteration 69Q: 3 clusters Score -1563323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1563322.625000 Penalty: 940.252136
	Iteration 70Q: 3 clusters Score -1563323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1563325.500000 Penalty: 940.252136
	Iteration 71Q: 3 clusters Score -1563326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1563327.625000 Penalty: 940.252136
	Iteration 72Q: 3 clusters Score -1563328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1563329.000000 Penalty: 940.252136
	Iteration 73Q: 3 clusters Score -1563329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1563328.375000 Penalty: 940.252136
	Iteration 74Q: 3 clusters Score -1563328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1563328.500000 Penalty: 940.252136
	Iteration 75Q: 3 clusters Score -1563328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1563328.125000 Penalty: 940.252136
	Iteration 76Q: 3 clusters Score -1563328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1563328.125000 Penalty: 940.252136
	Iteration 77F: 3 clusters Score -1563328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -8370.850586 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -8370.851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8081.907715 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -8081.908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8149.423340 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -8149.423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8165.716309 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -8165.716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8170.631836 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -8170.632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8173.169434 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -8173.169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8175.595215 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -8175.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8175.595215 Penalty: 486.152405
	Iteration 6F: 3 clusters Score -8175.595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4808.619141 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4808.619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4580.574707 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4580.575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4631.835449 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4631.835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4644.649902 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4644.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4659.389648 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4659.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4742.692383 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4742.692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4754.288574 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4754.289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4773.864746 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -4773.865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4789.091309 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -4789.091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4795.049316 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -4795.049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4795.049316 Penalty: 437.165894
	Iteration 9F: 3 clusters Score -4795.049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -23569.064453 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -23569.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23039.625000 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -23039.62 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23241.007812 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -23241.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23296.443359 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -23296.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23335.226562 Penalty: 580.436768
	Iteration 3F: 3 clusters Score -23335.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23370.589844 Penalty: 580.436768
	Iteration 4F: 3 clusters Score -23370.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23396.384766 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -23396.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -23411.291016 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -23411.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -23423.906250 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -23423.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23449.214844 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -23449.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -23496.646484 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -23496.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -23571.382812 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -23571.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23643.968750 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -23643.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23672.566406 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -23672.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23692.167969 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -23692.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23698.857422 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -23698.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23701.253906 Penalty: 580.436768
	Iteration 15Q: 3 clusters Score -23701.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23703.439453 Penalty: 580.436768
	Iteration 16Q: 3 clusters Score -23703.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23703.949219 Penalty: 580.436768
	Iteration 17Q: 3 clusters Score -23703.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23704.347656 Penalty: 580.436768
	Iteration 18Q: 3 clusters Score -23704.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23704.347656 Penalty: 580.436768
	Iteration 19F: 3 clusters Score -23704.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 154 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 211 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 425 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 337 members 
Mstep: Class 29 contains 435 members 
Entering Unmasked Estep 
Score: -28391588.000000 Penalty: 17574.289062
Splitting cluster 11 changes total score from -28391778.000000 to -28391588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -54729.117188 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -54729.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -53767.558594 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -53767.56 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -54078.996094 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -54079 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -54207.761719 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -54207.76 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -54322.789062 Penalty: 650.069214
	Iteration 3F: 3 clusters Score -54322.79 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -54457.531250 Penalty: 650.069214
	Iteration 4F: 3 clusters Score -54457.53 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -54541.007812 Penalty: 650.069214
	Iteration 5F: 3 clusters Score -54541.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -54590.585938 Penalty: 650.069214
	Iteration 6Q: 3 clusters Score -54590.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -54625.878906 Penalty: 650.069214
	Iteration 7Q: 3 clusters Score -54625.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -54645.441406 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -54645.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -54658.035156 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -54658.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -54664.062500 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -54664.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -54667.632812 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -54667.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -54670.265625 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -54670.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -54672.746094 Penalty: 650.069214
	Iteration 13Q: 3 clusters Score -54672.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -54673.062500 Penalty: 650.069214
	Iteration 14Q: 3 clusters Score -54673.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -54673.257812 Penalty: 650.069214
	Iteration 15Q: 3 clusters Score -54673.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -54673.257812 Penalty: 650.069214
	Iteration 16F: 3 clusters Score -54673.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -14054.279297 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -14054.28 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 154 members 
Entering Unmasked Estep 
Score: -13679.146484 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -13679.15 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13771.204102 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -13771.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13799.291016 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -13799.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13817.333984 Penalty: 525.766357
	Iteration 3F: 3 clusters Score -13817.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13824.568359 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -13824.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13835.218750 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -13835.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13839.698242 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -13839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13842.231445 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -13842.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13847.862305 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -13847.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13853.419922 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -13853.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13858.736328 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -13858.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13859.977539 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -13859.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13860.617188 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -13860.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13860.617188 Penalty: 525.766357
	Iteration 13F: 3 clusters Score -13860.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -16114.334961 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -16114.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15679.570312 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -15679.57 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15785.375977 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -15785.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15826.666992 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -15826.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15861.375977 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -15861.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15891.697266 Penalty: 544.995483
	Iteration 4F: 3 clusters Score -15891.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15925.898438 Penalty: 544.995483
	Iteration 5F: 3 clusters Score -15925.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15986.274414 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -15986.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16043.926758 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -16043.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16067.683594 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -16067.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16074.803711 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -16074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16081.906250 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -16081.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16083.191406 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -16083.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16083.191406 Penalty: 544.995483
	Iteration 12F: 3 clusters Score -16083.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -58406.195312 Penalty: 323.722015
	Iteration 0F: 2 clusters Score -58406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -57432.027344 Penalty: 647.444031
	Iteration 0F: 3 clusters Score -57432.03 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -57710.613281 Penalty: 647.444031
	Iteration 1F: 3 clusters Score -57710.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -57759.816406 Penalty: 647.444031
	Iteration 2F: 3 clusters Score -57759.82 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -57806.671875 Penalty: 647.444031
	Iteration 3F: 3 clusters Score -57806.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -57863.726562 Penalty: 647.444031
	Iteration 4F: 3 clusters Score -57863.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -57930.625000 Penalty: 647.444031
	Iteration 5F: 3 clusters Score -57930.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -57994.378906 Penalty: 647.444031
	Iteration 6F: 3 clusters Score -57994.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -58049.519531 Penalty: 647.444031
	Iteration 7Q: 3 clusters Score -58049.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -58092.457031 Penalty: 647.444031
	Iteration 8Q: 3 clusters Score -58092.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -58126.507812 Penalty: 647.444031
	Iteration 9Q: 3 clusters Score -58126.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -58152.324219 Penalty: 647.444031
	Iteration 10Q: 3 clusters Score -58152.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -58179.843750 Penalty: 647.444031
	Iteration 11Q: 3 clusters Score -58179.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -58193.257812 Penalty: 647.444031
	Iteration 12Q: 3 clusters Score -58193.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -58196.617188 Penalty: 647.444031
	Iteration 13Q: 3 clusters Score -58196.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -58199.082031 Penalty: 647.444031
	Iteration 14Q: 3 clusters Score -58199.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -58200.406250 Penalty: 647.444031
	Iteration 15Q: 3 clusters Score -58200.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -58200.531250 Penalty: 647.444031
	Iteration 16Q: 3 clusters Score -58200.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -58201.179688 Penalty: 647.444031
	Iteration 17Q: 3 clusters Score -58201.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -58201.179688 Penalty: 647.444031
	Iteration 18F: 3 clusters Score -58201.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Entering Unmasked Estep 
Score: -1259054.250000 Penalty: 460.355865
	Iteration 0F: 2 clusters Score -1259054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1242378.875000 Penalty: 920.711731
	Iteration 0F: 3 clusters Score -1242379 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1249708.125000 Penalty: 920.711731
	Iteration 1F: 3 clusters Score -1249708 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1250487 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1251621.500000 Penalty: 920.711731
	Iteration 3F: 3 clusters Score -1251622 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1253124 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1254568 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1255304 nChanged 841
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1255588 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1255746 nChanged 446
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1256000 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1256093 nChanged 322
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1256159.750000 Penalty: 920.711731
	Iteration 12Q: 3 clusters Score -1256160 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1256208.875000 Penalty: 920.711731
	Iteration 13Q: 3 clusters Score -1256209 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1256262.500000 Penalty: 920.711731
	Iteration 14Q: 3 clusters Score -1256262 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1256312 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1256348.875000 Penalty: 920.711731
	Iteration 16Q: 3 clusters Score -1256349 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1256381.375000 Penalty: 920.711731
	Iteration 17Q: 3 clusters Score -1256381 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1256411.625000 Penalty: 920.711731
	Iteration 18Q: 3 clusters Score -1256412 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1256449 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1256469 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1256487 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1256509 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1256528 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1256544 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1256564 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1256576 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1256595 nChanged 125
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Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1256613 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1256637 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1256649 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1256667 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1256698 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1256722 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1256749 nChanged 184
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Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 18136 members 
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	Iteration 35Q: 3 clusters Score -1256774 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1256804 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1256840 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1256878 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1256924 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1256972 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1257021 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 19701 members 
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	Iteration 42Q: 3 clusters Score -1257076 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1257157 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1257224 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1257297 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1257386 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1257482 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1257580 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 21637 members 
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	Iteration 49Q: 3 clusters Score -1257694 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1257804 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1257893 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 22340 members 
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	Iteration 52Q: 3 clusters Score -1257960 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1258021 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 22679 members 
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	Iteration 54Q: 3 clusters Score -1258088 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 22829 members 
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	Iteration 55Q: 3 clusters Score -1258139 nChanged 156
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Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22979 members 
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Score: -1258198.000000 Penalty: 920.711731
	Iteration 56Q: 3 clusters Score -1258198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 23122 members 
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Score: -1258249.125000 Penalty: 920.711731
	Iteration 57Q: 3 clusters Score -1258249 nChanged 148
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Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 23266 members 
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	Iteration 58Q: 3 clusters Score -1258302 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23385 members 
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Score: -1258344.500000 Penalty: 920.711731
	Iteration 59Q: 3 clusters Score -1258344 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 23490 members 
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	Iteration 60F: 3 clusters Score -1258382 nChanged 82
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Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 23568 members 
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	Iteration 61Q: 3 clusters Score -1258408 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23658 members 
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Score: -1258448.875000 Penalty: 920.711731
	Iteration 62Q: 3 clusters Score -1258449 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23752 members 
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	Iteration 63Q: 3 clusters Score -1258475 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 23824 members 
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	Iteration 64Q: 3 clusters Score -1258500 nChanged 71
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Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23893 members 
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	Iteration 65Q: 3 clusters Score -1258526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23951 members 
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	Iteration 66Q: 3 clusters Score -1258540 nChanged 51
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Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24002 members 
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	Iteration 67Q: 3 clusters Score -1258551 nChanged 38
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Mstep: Class 1 contains 740 members 
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	Iteration 68Q: 3 clusters Score -1258562 nChanged 39
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Mstep: Class 1 contains 703 members 
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	Iteration 69Q: 3 clusters Score -1258574 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24110 members 
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	Iteration 70Q: 3 clusters Score -1258586 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1258595 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24154 members 
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	Iteration 72Q: 3 clusters Score -1258599 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -1258602.875000 Penalty: 920.711731
	Iteration 73Q: 3 clusters Score -1258603 nChanged 21
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Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24193 members 
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Score: -1258604.125000 Penalty: 920.711731
	Iteration 74Q: 3 clusters Score -1258604 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -1258606.250000 Penalty: 920.711731
	Iteration 75Q: 3 clusters Score -1258606 nChanged 12
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Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24219 members 
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Score: -1258609.500000 Penalty: 920.711731
	Iteration 76Q: 3 clusters Score -1258610 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24227 members 
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	Iteration 77Q: 3 clusters Score -1258608 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24233 members 
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	Iteration 78Q: 3 clusters Score -1258608 nChanged 2
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Mstep: Class 1 contains 543 members 
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	Iteration 79Q: 3 clusters Score -1258608 nChanged 1
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Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24236 members 
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	Iteration 80F: 3 clusters Score -1258609 nChanged 4
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Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24240 members 
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	Iteration 81Q: 3 clusters Score -1258611 nChanged 10
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Mstep: Class 1 contains 528 members 
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	Iteration 82Q: 3 clusters Score -1258614 nChanged 12
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Mstep: Class 1 contains 516 members 
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Entering Unmasked Estep 
Score: -1258617.250000 Penalty: 920.711731
	Iteration 83Q: 3 clusters Score -1258617 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1258623 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1258623 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1258626 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
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	Iteration 87Q: 3 clusters Score -1258626 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
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	Iteration 88Q: 3 clusters Score -1258626 nChanged 1
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Mstep: Class 1 contains 479 members 
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	Iteration 89Q: 3 clusters Score -1258626 nChanged 1
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Mstep: Class 1 contains 478 members 
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	Iteration 90Q: 3 clusters Score -1258626 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
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	Iteration 91Q: 3 clusters Score -1258626 nChanged 1
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Mstep: Class 1 contains 476 members 
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	Iteration 92Q: 3 clusters Score -1258626 nChanged 3
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Mstep: Class 1 contains 473 members 
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	Iteration 93Q: 3 clusters Score -1258626 nChanged 3
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Mstep: Class 1 contains 470 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1258628 nChanged 5
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Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -1258625.500000 Penalty: 920.711731
	Iteration 95Q: 3 clusters Score -1258626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -1258628.250000 Penalty: 920.711731
	Iteration 96Q: 3 clusters Score -1258628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -1258633.500000 Penalty: 920.711731
	Iteration 97Q: 3 clusters Score -1258634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -1258633.625000 Penalty: 920.711731
	Iteration 98Q: 3 clusters Score -1258634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -1258635.500000 Penalty: 920.711731
	Iteration 99Q: 3 clusters Score -1258636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -1258638.875000 Penalty: 920.711731
	Iteration 100F: 3 clusters Score -1258639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -1258645.750000 Penalty: 920.711731
	Iteration 101Q: 3 clusters Score -1258646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -1258651.125000 Penalty: 920.711731
	Iteration 102Q: 3 clusters Score -1258651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -1258656.750000 Penalty: 920.711731
	Iteration 103Q: 3 clusters Score -1258657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -1258660.750000 Penalty: 920.711731
	Iteration 104Q: 3 clusters Score -1258661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1258660.375000 Penalty: 920.711731
	Iteration 105Q: 3 clusters Score -1258660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -1258661.000000 Penalty: 920.711731
	Iteration 106Q: 3 clusters Score -1258661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -1258662.000000 Penalty: 920.711731
	Iteration 107Q: 3 clusters Score -1258662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -1258664.875000 Penalty: 920.711731
	Iteration 108Q: 3 clusters Score -1258665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -1258666.875000 Penalty: 920.711731
	Iteration 109Q: 3 clusters Score -1258667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -1258670.250000 Penalty: 920.711731
	Iteration 110Q: 3 clusters Score -1258670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -1258672.375000 Penalty: 920.711731
	Iteration 111Q: 3 clusters Score -1258672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -1258675.125000 Penalty: 920.711731
	Iteration 112Q: 3 clusters Score -1258675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -1258680.250000 Penalty: 920.711731
	Iteration 113Q: 3 clusters Score -1258680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -1258680.000000 Penalty: 920.711731
	Iteration 114Q: 3 clusters Score -1258680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -1258681.875000 Penalty: 920.711731
	Iteration 115Q: 3 clusters Score -1258682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1258682.000000 Penalty: 920.711731
	Iteration 116Q: 3 clusters Score -1258682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1258682.000000 Penalty: 920.711731
	Iteration 117F: 3 clusters Score -1258682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -302328.156250 Penalty: 400.936951
	Iteration 0F: 2 clusters Score -302328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -297812.718750 Penalty: 801.873901
	Iteration 0F: 3 clusters Score -297812.7 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -299520.625000 Penalty: 801.873901
	Iteration 1F: 3 clusters Score -299520.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -299758.531250 Penalty: 801.873901
	Iteration 2F: 3 clusters Score -299758.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -300069.187500 Penalty: 801.873901
	Iteration 3F: 3 clusters Score -300069.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -300478.937500 Penalty: 801.873901
	Iteration 4F: 3 clusters Score -300478.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -300930.125000 Penalty: 801.873901
	Iteration 5F: 3 clusters Score -300930.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -301316.156250 Penalty: 801.873901
	Iteration 6F: 3 clusters Score -301316.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -301543.437500 Penalty: 801.873901
	Iteration 7Q: 3 clusters Score -301543.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -301659.156250 Penalty: 801.873901
	Iteration 8Q: 3 clusters Score -301659.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -301731.843750 Penalty: 801.873901
	Iteration 9Q: 3 clusters Score -301731.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -301792.968750 Penalty: 801.873901
	Iteration 10Q: 3 clusters Score -301793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -301839.625000 Penalty: 801.873901
	Iteration 11Q: 3 clusters Score -301839.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -301883.906250 Penalty: 801.873901
	Iteration 12Q: 3 clusters Score -301883.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -301911.343750 Penalty: 801.873901
	Iteration 13Q: 3 clusters Score -301911.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -301931.531250 Penalty: 801.873901
	Iteration 14Q: 3 clusters Score -301931.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -301941.625000 Penalty: 801.873901
	Iteration 15Q: 3 clusters Score -301941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -301950.656250 Penalty: 801.873901
	Iteration 16Q: 3 clusters Score -301950.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -301957.000000 Penalty: 801.873901
	Iteration 17Q: 3 clusters Score -301957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -301958.312500 Penalty: 801.873901
	Iteration 18Q: 3 clusters Score -301958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -301961.468750 Penalty: 801.873901
	Iteration 19Q: 3 clusters Score -301961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -301961.812500 Penalty: 801.873901
	Iteration 20F: 3 clusters Score -301961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -301963.625000 Penalty: 801.873901
	Iteration 21Q: 3 clusters Score -301963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -301964.500000 Penalty: 801.873901
	Iteration 22Q: 3 clusters Score -301964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -301964.437500 Penalty: 801.873901
	Iteration 23Q: 3 clusters Score -301964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -301964.375000 Penalty: 801.873901
	Iteration 24Q: 3 clusters Score -301964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -301964.500000 Penalty: 801.873901
	Iteration 25Q: 3 clusters Score -301964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -301965.406250 Penalty: 801.873901
	Iteration 26Q: 3 clusters Score -301965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -301966.656250 Penalty: 801.873901
	Iteration 27Q: 3 clusters Score -301966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -301966.375000 Penalty: 801.873901
	Iteration 28Q: 3 clusters Score -301966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -301966.593750 Penalty: 801.873901
	Iteration 29Q: 3 clusters Score -301966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -301966.812500 Penalty: 801.873901
	Iteration 30Q: 3 clusters Score -301966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -301966.875000 Penalty: 801.873901
	Iteration 31Q: 3 clusters Score -301966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -301967.937500 Penalty: 801.873901
	Iteration 32Q: 3 clusters Score -301967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -301969.562500 Penalty: 801.873901
	Iteration 33Q: 3 clusters Score -301969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -301971.156250 Penalty: 801.873901
	Iteration 34Q: 3 clusters Score -301971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -301972.218750 Penalty: 801.873901
	Iteration 35Q: 3 clusters Score -301972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -301972.781250 Penalty: 801.873901
	Iteration 36Q: 3 clusters Score -301972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -301974.343750 Penalty: 801.873901
	Iteration 37Q: 3 clusters Score -301974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -301975.125000 Penalty: 801.873901
	Iteration 38Q: 3 clusters Score -301975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -301974.937500 Penalty: 801.873901
	Iteration 39Q: 3 clusters Score -301974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -301974.968750 Penalty: 801.873901
	Iteration 40F: 3 clusters Score -301975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -301975.437500 Penalty: 801.873901
	Iteration 41Q: 3 clusters Score -301975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -301975.906250 Penalty: 801.873901
	Iteration 42Q: 3 clusters Score -301975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -301975.906250 Penalty: 801.873901
	Iteration 43F: 3 clusters Score -301975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -227162.250000 Penalty: 384.249878
	Iteration 0F: 2 clusters Score -227162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -224031.546875 Penalty: 768.499756
	Iteration 0F: 3 clusters Score -224031.5 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -225110.921875 Penalty: 768.499756
	Iteration 1F: 3 clusters Score -225110.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -225205.750000 Penalty: 768.499756
	Iteration 2F: 3 clusters Score -225205.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -225307.281250 Penalty: 768.499756
	Iteration 3F: 3 clusters Score -225307.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -225423.750000 Penalty: 768.499756
	Iteration 4F: 3 clusters Score -225423.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -225562.812500 Penalty: 768.499756
	Iteration 5F: 3 clusters Score -225562.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -225747.375000 Penalty: 768.499756
	Iteration 6F: 3 clusters Score -225747.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -225995.000000 Penalty: 768.499756
	Iteration 7F: 3 clusters Score -225995 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -226228.156250 Penalty: 768.499756
	Iteration 8F: 3 clusters Score -226228.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -226354.812500 Penalty: 768.499756
	Iteration 9Q: 3 clusters Score -226354.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -226412.203125 Penalty: 768.499756
	Iteration 10Q: 3 clusters Score -226412.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -226446.218750 Penalty: 768.499756
	Iteration 11Q: 3 clusters Score -226446.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -226485.015625 Penalty: 768.499756
	Iteration 12Q: 3 clusters Score -226485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -226509.984375 Penalty: 768.499756
	Iteration 13Q: 3 clusters Score -226510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -226527.703125 Penalty: 768.499756
	Iteration 14Q: 3 clusters Score -226527.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -226544.078125 Penalty: 768.499756
	Iteration 15Q: 3 clusters Score -226544.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -226561.640625 Penalty: 768.499756
	Iteration 16Q: 3 clusters Score -226561.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -226576.187500 Penalty: 768.499756
	Iteration 17Q: 3 clusters Score -226576.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -226589.078125 Penalty: 768.499756
	Iteration 18Q: 3 clusters Score -226589.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -226600.484375 Penalty: 768.499756
	Iteration 19Q: 3 clusters Score -226600.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -226609.859375 Penalty: 768.499756
	Iteration 20F: 3 clusters Score -226609.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -226614.500000 Penalty: 768.499756
	Iteration 21Q: 3 clusters Score -226614.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -226621.406250 Penalty: 768.499756
	Iteration 22Q: 3 clusters Score -226621.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -226626.765625 Penalty: 768.499756
	Iteration 23Q: 3 clusters Score -226626.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -226631.218750 Penalty: 768.499756
	Iteration 24Q: 3 clusters Score -226631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -226636.218750 Penalty: 768.499756
	Iteration 25Q: 3 clusters Score -226636.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -226640.015625 Penalty: 768.499756
	Iteration 26Q: 3 clusters Score -226640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -226645.718750 Penalty: 768.499756
	Iteration 27Q: 3 clusters Score -226645.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -226652.375000 Penalty: 768.499756
	Iteration 28Q: 3 clusters Score -226652.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -226662.437500 Penalty: 768.499756
	Iteration 29Q: 3 clusters Score -226662.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -226673.750000 Penalty: 768.499756
	Iteration 30Q: 3 clusters Score -226673.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -226682.234375 Penalty: 768.499756
	Iteration 31Q: 3 clusters Score -226682.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -226688.625000 Penalty: 768.499756
	Iteration 32Q: 3 clusters Score -226688.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -226696.906250 Penalty: 768.499756
	Iteration 33Q: 3 clusters Score -226696.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -226706.109375 Penalty: 768.499756
	Iteration 34Q: 3 clusters Score -226706.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -226717.296875 Penalty: 768.499756
	Iteration 35Q: 3 clusters Score -226717.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -226732.671875 Penalty: 768.499756
	Iteration 36Q: 3 clusters Score -226732.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -226747.078125 Penalty: 768.499756
	Iteration 37Q: 3 clusters Score -226747.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -226762.875000 Penalty: 768.499756
	Iteration 38Q: 3 clusters Score -226762.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -226773.687500 Penalty: 768.499756
	Iteration 39Q: 3 clusters Score -226773.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -226782.343750 Penalty: 768.499756
	Iteration 40F: 3 clusters Score -226782.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -226790.812500 Penalty: 768.499756
	Iteration 41Q: 3 clusters Score -226790.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -226798.593750 Penalty: 768.499756
	Iteration 42Q: 3 clusters Score -226798.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -226801.421875 Penalty: 768.499756
	Iteration 43Q: 3 clusters Score -226801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -226803.078125 Penalty: 768.499756
	Iteration 44Q: 3 clusters Score -226803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -226804.218750 Penalty: 768.499756
	Iteration 45Q: 3 clusters Score -226804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -226805.125000 Penalty: 768.499756
	Iteration 46Q: 3 clusters Score -226805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -226805.500000 Penalty: 768.499756
	Iteration 47Q: 3 clusters Score -226805.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -226806.468750 Penalty: 768.499756
	Iteration 48Q: 3 clusters Score -226806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -226805.984375 Penalty: 768.499756
	Iteration 49Q: 3 clusters Score -226806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -226806.265625 Penalty: 768.499756
	Iteration 50Q: 3 clusters Score -226806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -226806.562500 Penalty: 768.499756
	Iteration 51Q: 3 clusters Score -226806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -226807.375000 Penalty: 768.499756
	Iteration 52Q: 3 clusters Score -226807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -226807.828125 Penalty: 768.499756
	Iteration 53Q: 3 clusters Score -226807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -226808.390625 Penalty: 768.499756
	Iteration 54Q: 3 clusters Score -226808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -226808.562500 Penalty: 768.499756
	Iteration 55Q: 3 clusters Score -226808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -226809.156250 Penalty: 768.499756
	Iteration 56Q: 3 clusters Score -226809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -226809.328125 Penalty: 768.499756
	Iteration 57Q: 3 clusters Score -226809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -226809.468750 Penalty: 768.499756
	Iteration 58Q: 3 clusters Score -226809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -226809.015625 Penalty: 768.499756
	Iteration 59Q: 3 clusters Score -226809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -226809.171875 Penalty: 768.499756
	Iteration 60F: 3 clusters Score -226809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -226809.796875 Penalty: 768.499756
	Iteration 61Q: 3 clusters Score -226809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -226811.140625 Penalty: 768.499756
	Iteration 62Q: 3 clusters Score -226811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -226811.796875 Penalty: 768.499756
	Iteration 63Q: 3 clusters Score -226811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -226812.703125 Penalty: 768.499756
	Iteration 64Q: 3 clusters Score -226812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -226812.375000 Penalty: 768.499756
	Iteration 65Q: 3 clusters Score -226812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -226812.578125 Penalty: 768.499756
	Iteration 66Q: 3 clusters Score -226812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -226812.781250 Penalty: 768.499756
	Iteration 67Q: 3 clusters Score -226812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -226812.781250 Penalty: 768.499756
	Iteration 68F: 3 clusters Score -226812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -140262.781250 Penalty: 360.148346
	Iteration 0F: 2 clusters Score -140262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -138340.343750 Penalty: 720.296692
	Iteration 0F: 3 clusters Score -138340.3 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -139019.984375 Penalty: 720.296692
	Iteration 1F: 3 clusters Score -139020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -139163.343750 Penalty: 720.296692
	Iteration 2F: 3 clusters Score -139163.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -139331.531250 Penalty: 720.296692
	Iteration 3F: 3 clusters Score -139331.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -139530.937500 Penalty: 720.296692
	Iteration 4F: 3 clusters Score -139530.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -139708.859375 Penalty: 720.296692
	Iteration 5F: 3 clusters Score -139708.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -139808.421875 Penalty: 720.296692
	Iteration 6Q: 3 clusters Score -139808.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -139866.218750 Penalty: 720.296692
	Iteration 7Q: 3 clusters Score -139866.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -139893.546875 Penalty: 720.296692
	Iteration 8Q: 3 clusters Score -139893.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -139910.656250 Penalty: 720.296692
	Iteration 9Q: 3 clusters Score -139910.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -139930.343750 Penalty: 720.296692
	Iteration 10Q: 3 clusters Score -139930.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -139942.375000 Penalty: 720.296692
	Iteration 11Q: 3 clusters Score -139942.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -139954.406250 Penalty: 720.296692
	Iteration 12Q: 3 clusters Score -139954.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -139965.984375 Penalty: 720.296692
	Iteration 13Q: 3 clusters Score -139966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -139974.843750 Penalty: 720.296692
	Iteration 14Q: 3 clusters Score -139974.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -139981.312500 Penalty: 720.296692
	Iteration 15Q: 3 clusters Score -139981.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -139984.578125 Penalty: 720.296692
	Iteration 16Q: 3 clusters Score -139984.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -139988.921875 Penalty: 720.296692
	Iteration 17Q: 3 clusters Score -139988.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -139993.328125 Penalty: 720.296692
	Iteration 18Q: 3 clusters Score -139993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -139997.328125 Penalty: 720.296692
	Iteration 19Q: 3 clusters Score -139997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -140001.437500 Penalty: 720.296692
	Iteration 20F: 3 clusters Score -140001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -140002.250000 Penalty: 720.296692
	Iteration 21Q: 3 clusters Score -140002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -140004.281250 Penalty: 720.296692
	Iteration 22Q: 3 clusters Score -140004.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -140005.140625 Penalty: 720.296692
	Iteration 23Q: 3 clusters Score -140005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -140005.031250 Penalty: 720.296692
	Iteration 24Q: 3 clusters Score -140005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -140005.031250 Penalty: 720.296692
	Iteration 25F: 3 clusters Score -140005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -61493.703125 Penalty: 329.384277
	Iteration 0F: 2 clusters Score -61493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -60434.574219 Penalty: 658.768555
	Iteration 0F: 3 clusters Score -60434.57 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -60784.210938 Penalty: 658.768555
	Iteration 1F: 3 clusters Score -60784.21 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -60883.449219 Penalty: 658.768555
	Iteration 2F: 3 clusters Score -60883.45 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -60947.906250 Penalty: 658.768555
	Iteration 3F: 3 clusters Score -60947.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -60995.535156 Penalty: 658.768555
	Iteration 4F: 3 clusters Score -60995.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -61023.437500 Penalty: 658.768555
	Iteration 5Q: 3 clusters Score -61023.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -61043.843750 Penalty: 658.768555
	Iteration 6Q: 3 clusters Score -61043.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -61059.500000 Penalty: 658.768555
	Iteration 7Q: 3 clusters Score -61059.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -61068.597656 Penalty: 658.768555
	Iteration 8Q: 3 clusters Score -61068.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -61076.824219 Penalty: 658.768555
	Iteration 9Q: 3 clusters Score -61076.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -61084.085938 Penalty: 658.768555
	Iteration 10Q: 3 clusters Score -61084.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -61093.757812 Penalty: 658.768555
	Iteration 11Q: 3 clusters Score -61093.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61098.285156 Penalty: 658.768555
	Iteration 12Q: 3 clusters Score -61098.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -61099.664062 Penalty: 658.768555
	Iteration 13Q: 3 clusters Score -61099.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -61100.972656 Penalty: 658.768555
	Iteration 14Q: 3 clusters Score -61100.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61104.683594 Penalty: 658.768555
	Iteration 15Q: 3 clusters Score -61104.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -61109.429688 Penalty: 658.768555
	Iteration 16Q: 3 clusters Score -61109.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -61114.207031 Penalty: 658.768555
	Iteration 17Q: 3 clusters Score -61114.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61121.984375 Penalty: 658.768555
	Iteration 18Q: 3 clusters Score -61121.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61138.585938 Penalty: 658.768555
	Iteration 19Q: 3 clusters Score -61138.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61165.300781 Penalty: 658.768555
	Iteration 20F: 3 clusters Score -61165.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61216.156250 Penalty: 658.768555
	Iteration 21Q: 3 clusters Score -61216.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61241.449219 Penalty: 658.768555
	Iteration 22Q: 3 clusters Score -61241.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -61257.085938 Penalty: 658.768555
	Iteration 23Q: 3 clusters Score -61257.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61275.582031 Penalty: 658.768555
	Iteration 24Q: 3 clusters Score -61275.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61286.277344 Penalty: 658.768555
	Iteration 25Q: 3 clusters Score -61286.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61295.917969 Penalty: 658.768555
	Iteration 26Q: 3 clusters Score -61295.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -61299.863281 Penalty: 658.768555
	Iteration 27Q: 3 clusters Score -61299.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -61301.210938 Penalty: 658.768555
	Iteration 28Q: 3 clusters Score -61301.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -61307.433594 Penalty: 658.768555
	Iteration 29Q: 3 clusters Score -61307.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61319.949219 Penalty: 658.768555
	Iteration 30Q: 3 clusters Score -61319.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61331.222656 Penalty: 658.768555
	Iteration 31Q: 3 clusters Score -61331.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61338.484375 Penalty: 658.768555
	Iteration 32Q: 3 clusters Score -61338.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61348.601562 Penalty: 658.768555
	Iteration 33Q: 3 clusters Score -61348.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -61363.839844 Penalty: 658.768555
	Iteration 34Q: 3 clusters Score -61363.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61378.183594 Penalty: 658.768555
	Iteration 35Q: 3 clusters Score -61378.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61391.593750 Penalty: 658.768555
	Iteration 36Q: 3 clusters Score -61391.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -61405.871094 Penalty: 658.768555
	Iteration 37Q: 3 clusters Score -61405.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -61422.613281 Penalty: 658.768555
	Iteration 38Q: 3 clusters Score -61422.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -61430.605469 Penalty: 658.768555
	Iteration 39Q: 3 clusters Score -61430.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -61438.085938 Penalty: 658.768555
	Iteration 40F: 3 clusters Score -61438.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -61440.417969 Penalty: 658.768555
	Iteration 41Q: 3 clusters Score -61440.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61441.179688 Penalty: 658.768555
	Iteration 42Q: 3 clusters Score -61441.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61441.367188 Penalty: 658.768555
	Iteration 43Q: 3 clusters Score -61441.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -61441.503906 Penalty: 658.768555
	Iteration 44Q: 3 clusters Score -61441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -61441.753906 Penalty: 658.768555
	Iteration 45Q: 3 clusters Score -61441.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -61443.238281 Penalty: 658.768555
	Iteration 46Q: 3 clusters Score -61443.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -61446.765625 Penalty: 658.768555
	Iteration 47Q: 3 clusters Score -61446.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -61449.636719 Penalty: 658.768555
	Iteration 48Q: 3 clusters Score -61449.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -61452.531250 Penalty: 658.768555
	Iteration 49Q: 3 clusters Score -61452.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -61454.414062 Penalty: 658.768555
	Iteration 50Q: 3 clusters Score -61454.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -61456.984375 Penalty: 658.768555
	Iteration 51Q: 3 clusters Score -61456.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -61460.269531 Penalty: 658.768555
	Iteration 52Q: 3 clusters Score -61460.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61461.019531 Penalty: 658.768555
	Iteration 53Q: 3 clusters Score -61461.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -61462.144531 Penalty: 658.768555
	Iteration 54Q: 3 clusters Score -61462.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61462.320312 Penalty: 658.768555
	Iteration 55Q: 3 clusters Score -61462.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61462.320312 Penalty: 658.768555
	Iteration 56F: 3 clusters Score -61462.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Entering Unmasked Estep 
Score: -1862396.750000 Penalty: 482.743561
	Iteration 0F: 2 clusters Score -1862397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1835225.375000 Penalty: 965.487122
	Iteration 0F: 3 clusters Score -1835225 nChanged 19606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -1847717.125000 Penalty: 965.487122
	Iteration 1F: 3 clusters Score -1847717 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -1849062.625000 Penalty: 965.487122
	Iteration 2F: 3 clusters Score -1849063 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -1850986.250000 Penalty: 965.487122
	Iteration 3F: 3 clusters Score -1850986 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -1853470.500000 Penalty: 965.487122
	Iteration 4F: 3 clusters Score -1853470 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -1856043.625000 Penalty: 965.487122
	Iteration 5F: 3 clusters Score -1856044 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -1858388.625000 Penalty: 965.487122
	Iteration 6F: 3 clusters Score -1858389 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -1860203.875000 Penalty: 965.487122
	Iteration 7Q: 3 clusters Score -1860204 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -1861276.750000 Penalty: 965.487122
	Iteration 8Q: 3 clusters Score -1861277 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -1861684.750000 Penalty: 965.487122
	Iteration 9Q: 3 clusters Score -1861685 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -1861875.500000 Penalty: 965.487122
	Iteration 10Q: 3 clusters Score -1861876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -1861930.875000 Penalty: 965.487122
	Iteration 11Q: 3 clusters Score -1861931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -1861953.250000 Penalty: 965.487122
	Iteration 12Q: 3 clusters Score -1861953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -1861965.375000 Penalty: 965.487122
	Iteration 13Q: 3 clusters Score -1861965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -1861973.000000 Penalty: 965.487122
	Iteration 14Q: 3 clusters Score -1861973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -1861980.125000 Penalty: 965.487122
	Iteration 15Q: 3 clusters Score -1861980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -1861979.875000 Penalty: 965.487122
	Iteration 16Q: 3 clusters Score -1861980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -1861979.875000 Penalty: 965.487122
	Iteration 17F: 3 clusters Score -1861980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -56126.367188 Penalty: 324.528656
	Iteration 0F: 2 clusters Score -56126.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -55170.101562 Penalty: 649.057312
	Iteration 0F: 3 clusters Score -55170.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -55420.023438 Penalty: 649.057312
	Iteration 1F: 3 clusters Score -55420.02 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -55460.609375 Penalty: 649.057312
	Iteration 2F: 3 clusters Score -55460.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -55493.515625 Penalty: 649.057312
	Iteration 3F: 3 clusters Score -55493.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -55514.781250 Penalty: 649.057312
	Iteration 4Q: 3 clusters Score -55514.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -55535.542969 Penalty: 649.057312
	Iteration 5Q: 3 clusters Score -55535.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -55561.753906 Penalty: 649.057312
	Iteration 6Q: 3 clusters Score -55561.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55596.523438 Penalty: 649.057312
	Iteration 7Q: 3 clusters Score -55596.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55639.179688 Penalty: 649.057312
	Iteration 8Q: 3 clusters Score -55639.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55661.968750 Penalty: 649.057312
	Iteration 9Q: 3 clusters Score -55661.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55682.226562 Penalty: 649.057312
	Iteration 10Q: 3 clusters Score -55682.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55700.578125 Penalty: 649.057312
	Iteration 11Q: 3 clusters Score -55700.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55729.898438 Penalty: 649.057312
	Iteration 12Q: 3 clusters Score -55729.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55753.445312 Penalty: 649.057312
	Iteration 13Q: 3 clusters Score -55753.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55784.019531 Penalty: 649.057312
	Iteration 14Q: 3 clusters Score -55784.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55812.882812 Penalty: 649.057312
	Iteration 15Q: 3 clusters Score -55812.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -55838.871094 Penalty: 649.057312
	Iteration 16Q: 3 clusters Score -55838.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -55851.695312 Penalty: 649.057312
	Iteration 17Q: 3 clusters Score -55851.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -55865.628906 Penalty: 649.057312
	Iteration 18Q: 3 clusters Score -55865.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -55874.515625 Penalty: 649.057312
	Iteration 19Q: 3 clusters Score -55874.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -55881.269531 Penalty: 649.057312
	Iteration 20F: 3 clusters Score -55881.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -55887.589844 Penalty: 649.057312
	Iteration 21Q: 3 clusters Score -55887.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -55888.964844 Penalty: 649.057312
	Iteration 22Q: 3 clusters Score -55888.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -55892.425781 Penalty: 649.057312
	Iteration 23Q: 3 clusters Score -55892.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -55895.152344 Penalty: 649.057312
	Iteration 24Q: 3 clusters Score -55895.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -55896.535156 Penalty: 649.057312
	Iteration 25Q: 3 clusters Score -55896.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -55896.535156 Penalty: 649.057312
	Iteration 26F: 3 clusters Score -55896.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -5959.738281 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -5959.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5721.404297 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -5721.404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5793.150391 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -5793.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5849.395996 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -5849.396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5875.309570 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -5875.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5888.575195 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -5888.575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5896.641113 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -5896.641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5898.161621 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -5898.162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5900.798340 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -5900.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5902.180176 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -5902.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5905.616699 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -5905.617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5915.255371 Penalty: 461.840820
	Iteration 10Q: 3 clusters Score -5915.255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5915.255371 Penalty: 461.840820
	Iteration 11F: 3 clusters Score -5915.255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -8116.626953 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -8116.627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7848.614258 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -7848.614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7910.715820 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -7910.716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7935.140625 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -7935.141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7949.998535 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -7949.999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7963.672363 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -7963.672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7971.848145 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -7971.848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7991.495117 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -7991.495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8015.690430 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -8015.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8062.354492 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -8062.354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8092.951172 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -8092.951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8118.848145 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -8118.848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8123.235840 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -8123.236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8124.859375 Penalty: 487.019104
	Iteration 12Q: 3 clusters Score -8124.859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8128.707031 Penalty: 487.019104
	Iteration 13Q: 3 clusters Score -8128.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8134.007324 Penalty: 487.019104
	Iteration 14Q: 3 clusters Score -8134.007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8135.540527 Penalty: 487.019104
	Iteration 15Q: 3 clusters Score -8135.541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8140.480469 Penalty: 487.019104
	Iteration 16Q: 3 clusters Score -8140.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8141.883789 Penalty: 487.019104
	Iteration 17Q: 3 clusters Score -8141.884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8153.064941 Penalty: 487.019104
	Iteration 18Q: 3 clusters Score -8153.065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8170.178223 Penalty: 487.019104
	Iteration 19Q: 3 clusters Score -8170.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8173.938965 Penalty: 487.019104
	Iteration 20F: 3 clusters Score -8173.939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8187.793457 Penalty: 487.019104
	Iteration 21Q: 3 clusters Score -8187.793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8279.514648 Penalty: 487.019104
	Iteration 22Q: 3 clusters Score -8279.515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8279.514648 Penalty: 487.019104
	Iteration 23F: 3 clusters Score -8279.515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 351027 members 
Mstep: Class 4 contains 107185 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 24648 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 30713 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 122 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 40528 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 94 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 425 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 337 members 
Mstep: Class 29 contains 117 members 
Entering Unmasked Estep 
Score: -28391576.000000 Penalty: 17574.289062
Splitting cluster 24 changes total score from -28391778.000000 to -28391576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -5620.297852 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -5620.298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5383.466309 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5383.466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5459.013184 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5459.013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5521.859863 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -5521.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5539.733887 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -5539.734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5552.746582 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -5552.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5555.363770 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -5555.364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5563.243652 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -5563.244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5567.788574 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -5567.789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5571.470703 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -5571.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5576.004395 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -5576.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5576.004395 Penalty: 447.718262
	Iteration 10F: 3 clusters Score -5576.004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -17975.523438 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -17975.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17548.843750 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -17548.84 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17653.261719 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -17653.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17699.787109 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -17699.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17713.923828 Penalty: 550.740112
	Iteration 3Q: 3 clusters Score -17713.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17719.412109 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -17719.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17725.273438 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -17725.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17728.910156 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -17728.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17732.814453 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -17732.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17737.009766 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -17737.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17739.357422 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -17739.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17742.056641 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -17742.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17742.527344 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -17742.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17743.537109 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -17743.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17743.978516 Penalty: 550.740112
	Iteration 13Q: 3 clusters Score -17743.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17743.978516 Penalty: 550.740112
	Iteration 14F: 3 clusters Score -17743.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -20799.513672 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -20799.51 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 210 members 
Entering Unmasked Estep 
Score: -20326.767578 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -20326.77 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20436.173828 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -20436.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20471.076172 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -20471.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20485.130859 Penalty: 560.861633
	Iteration 3Q: 3 clusters Score -20485.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20506.431641 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -20506.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20528.287109 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -20528.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20541.253906 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -20541.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20548.255859 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -20548.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20556.882812 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -20556.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20566.250000 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -20566.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20571.683594 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -20571.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20575.599609 Penalty: 560.861633
	Iteration 11Q: 3 clusters Score -20575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20583.007812 Penalty: 560.861633
	Iteration 12Q: 3 clusters Score -20583.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20591.240234 Penalty: 560.861633
	Iteration 13Q: 3 clusters Score -20591.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20596.263672 Penalty: 560.861633
	Iteration 14Q: 3 clusters Score -20596.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20601.720703 Penalty: 560.861633
	Iteration 15Q: 3 clusters Score -20601.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20604.335938 Penalty: 560.861633
	Iteration 16Q: 3 clusters Score -20604.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20605.759766 Penalty: 560.861633
	Iteration 17Q: 3 clusters Score -20605.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20606.992188 Penalty: 560.861633
	Iteration 18Q: 3 clusters Score -20606.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20608.365234 Penalty: 560.861633
	Iteration 19Q: 3 clusters Score -20608.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20608.595703 Penalty: 560.861633
	Iteration 20F: 3 clusters Score -20608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20608.876953 Penalty: 560.861633
	Iteration 21Q: 3 clusters Score -20608.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20609.433594 Penalty: 560.861633
	Iteration 22Q: 3 clusters Score -20609.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20610.132812 Penalty: 560.861633
	Iteration 23Q: 3 clusters Score -20610.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20610.656250 Penalty: 560.861633
	Iteration 24Q: 3 clusters Score -20610.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20610.900391 Penalty: 560.861633
	Iteration 25Q: 3 clusters Score -20610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20610.900391 Penalty: 560.861633
	Iteration 26F: 3 clusters Score -20610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -14816.679688 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -14816.68 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 178 members 
Entering Unmasked Estep 
Score: -14420.880859 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -14420.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14512.219727 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -14512.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14537.119141 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -14537.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14547.499023 Penalty: 529.627563
	Iteration 3Q: 3 clusters Score -14547.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14562.135742 Penalty: 529.627563
	Iteration 4Q: 3 clusters Score -14562.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14578.827148 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -14578.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14589.393555 Penalty: 529.627563
	Iteration 6Q: 3 clusters Score -14589.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14597.759766 Penalty: 529.627563
	Iteration 7Q: 3 clusters Score -14597.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14602.883789 Penalty: 529.627563
	Iteration 8Q: 3 clusters Score -14602.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14608.604492 Penalty: 529.627563
	Iteration 9Q: 3 clusters Score -14608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14610.777344 Penalty: 529.627563
	Iteration 10Q: 3 clusters Score -14610.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14611.251953 Penalty: 529.627563
	Iteration 11Q: 3 clusters Score -14611.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14611.860352 Penalty: 529.627563
	Iteration 12Q: 3 clusters Score -14611.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14611.860352 Penalty: 529.627563
	Iteration 13F: 3 clusters Score -14611.86 nChanged 0
--- Evaluating fit on full set of 1825772 points ---
Entering Unmasked Estep 
Score: -85118528.000000 Penalty: 18367.912109
24->29 Clusters: Score -85118528.000000, best is -85170728.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 608590 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 25527 members 
Mstep: Class 3 contains 25260 members 
Mstep: Class 4 contains 25209 members 
Mstep: Class 5 contains 25422 members 
Mstep: Class 6 contains 25258 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 25206 members 
Mstep: Class 9 contains 25240 members 
Mstep: Class 10 contains 25204 members 
Mstep: Class 11 contains 25404 members 
Mstep: Class 12 contains 25434 members 
Mstep: Class 13 contains 25455 members 
Mstep: Class 14 contains 25565 members 
Mstep: Class 15 contains 25351 members 
Mstep: Class 16 contains 25450 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 25581 members 
Mstep: Class 19 contains 25404 members 
Mstep: Class 20 contains 25455 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 25612 members 
Mstep: Class 23 contains 25537 members 
Mstep: Class 24 contains 25223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3.292515 but Gain 606.010742
Score: -24811400.000000 Penalty: 13938.228516
Iteration 0F: 24 clusters Score -2.48114e+07 nChanged 583099
Entering Unmasked Mstep 
Mstep: Class 0 contains 2777 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 164 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 29247 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 18154 members 
Mstep: Class 7 contains 137 members 
Mstep: Class 8 contains 34297 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 11729 members 
Mstep: Class 13 contains 459003 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 88 members 
Mstep: Class 19 contains 51 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 219 members 
Mstep: Class 24 contains 31875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 8.996922 but Gain 606.009766
Score: -27809598.000000 Penalty: 13332.218750
Iteration 1F: 23 clusters Score -2.78096e+07 nChanged 101559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2456 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 53 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 22011 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 27149 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 475 members 
Mstep: Class 11 contains 5710 members 
Mstep: Class 13 contains 499802 members 
Mstep: Class 14 contains 4041 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 8365 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 56 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 70 members 
Mstep: Class 24 contains 23809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 61.234653 but Gain 606.009766
Score: -27927274.000000 Penalty: 12726.208984
Iteration 2F: 22 clusters Score -2.792727e+07 nChanged 42660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1855 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 59 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 20853 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 30932 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 196 members 
Mstep: Class 11 contains 3852 members 
Mstep: Class 13 contains 495239 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 18 contains 329 members 
Mstep: Class 19 contains 64 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 808 members 
Mstep: Class 24 contains 28747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 94.895828 but Gain 606.009766
Score: -28007696.000000 Penalty: 12120.199219
Iteration 3F: 21 clusters Score -2.80077e+07 nChanged 30884
Entering Unmasked Mstep 
Mstep: Class 0 contains 902 members 
Mstep: Class 2 contains 78 members 
Mstep: Class 3 contains 721 members 
Mstep: Class 4 contains 20325 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 19148 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 34324 members 
Mstep: Class 9 contains 1022 members 
Mstep: Class 10 contains 156 members 
Mstep: Class 11 contains 3474 members 
Mstep: Class 13 contains 481090 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 120 members 
Mstep: Class 20 contains 305 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 602 members 
Mstep: Class 24 contains 33815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 187.950745 but Gain 606.009766
Score: -28071108.000000 Penalty: 11514.189453
Iteration 4F: 20 clusters Score -2.807111e+07 nChanged 25781
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 2 contains 97 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 18722 members 
Mstep: Class 5 contains 254 members 
Mstep: Class 6 contains 30908 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 8 contains 35673 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 10 contains 144 members 
Mstep: Class 11 contains 3467 members 
Mstep: Class 13 contains 466436 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 17 contains 6931 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 24 contains 37593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 188.352661 but Gain 606.010742
Score: -28119958.000000 Penalty: 10908.178711
Iteration 5Q: 19 clusters Score -2.811996e+07 nChanged 23748
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 2 contains 117 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 15855 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 35154 members 
Mstep: Class 9 contains 983 members 
Mstep: Class 11 contains 3555 members 
Mstep: Class 13 contains 452366 members 
Mstep: Class 14 contains 1942 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 419 members 
Mstep: Class 24 contains 40368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 285.520508 but Gain 606.009766
Score: -28159132.000000 Penalty: 10302.168945
Iteration 6Q: 18 clusters Score -2.815913e+07 nChanged 22441
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 12593 members 
Mstep: Class 5 contains 208 members 
Mstep: Class 6 contains 60840 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 33320 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 11 contains 3630 members 
Mstep: Class 13 contains 439679 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 17 contains 7473 members 
Mstep: Class 18 contains 1232 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 381 members 
Mstep: Class 24 contains 42750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 299.392914 but Gain 606.009766
Score: -28194952.000000 Penalty: 9696.159180
Iteration 7Q: 17 clusters Score -2.819495e+07 nChanged 19052
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 6 contains 72932 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 30663 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 13 contains 429843 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 17 contains 7795 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 24 contains 45151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28218690.000000 Penalty: 9696.159180
Iteration 8Q: 17 clusters Score -2.821869e+07 nChanged 15756
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 9311 members 
Mstep: Class 6 contains 81757 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 27776 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 13 contains 422507 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 17 contains 8073 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 404 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 343 members 
Mstep: Class 24 contains 47491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28234536.000000 Penalty: 9696.159180
Iteration 9Q: 17 clusters Score -2.823454e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 6 contains 87899 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 25121 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 13 contains 417018 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 24 contains 49984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28245780.000000 Penalty: 9696.159180
Iteration 10Q: 17 clusters Score -2.824578e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 8111 members 
Mstep: Class 6 contains 91981 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 23162 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 13 contains 412921 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 24 contains 52280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28253634.000000 Penalty: 9696.159180
Iteration 11Q: 17 clusters Score -2.825363e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 7770 members 
Mstep: Class 6 contains 94660 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 21767 members 
Mstep: Class 9 contains 1197 members 
Mstep: Class 11 contains 3467 members 
Mstep: Class 13 contains 409891 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 1187 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 24 contains 54304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28258546.000000 Penalty: 9696.159180
Iteration 12Q: 17 clusters Score -2.825855e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 6 contains 96450 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 20747 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 11 contains 3494 members 
Mstep: Class 13 contains 407641 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 17 contains 8605 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 24 contains 56066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28262168.000000 Penalty: 9696.159180
Iteration 13Q: 17 clusters Score -2.826217e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 868 members 
Mstep: Class 4 contains 7335 members 
Mstep: Class 6 contains 97577 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 19936 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 13 contains 405965 members 
Mstep: Class 14 contains 932 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 24 contains 57636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28264890.000000 Penalty: 9696.159180
Iteration 14Q: 17 clusters Score -2.826489e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 7216 members 
Mstep: Class 6 contains 98371 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 19234 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 13 contains 404597 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 17 contains 8468 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 24 contains 59139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28266686.000000 Penalty: 9696.159180
Iteration 15Q: 17 clusters Score -2.826669e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 844 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 6 contains 98879 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 13 contains 403429 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 17 contains 8340 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 24 contains 60633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28267920.000000 Penalty: 9696.159180
Iteration 16Q: 17 clusters Score -2.826792e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 7112 members 
Mstep: Class 6 contains 99233 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 17948 members 
Mstep: Class 9 contains 1289 members 
Mstep: Class 11 contains 3618 members 
Mstep: Class 13 contains 402427 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 17 contains 8191 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 24 contains 62108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28269184.000000 Penalty: 9696.159180
Iteration 17Q: 17 clusters Score -2.826918e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 7080 members 
Mstep: Class 6 contains 99461 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 17348 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 11 contains 3665 members 
Mstep: Class 13 contains 401514 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 17 contains 8025 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 344 members 
Mstep: Class 24 contains 63582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28270268.000000 Penalty: 9696.159180
Iteration 18Q: 17 clusters Score -2.827027e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 6 contains 99612 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 16764 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 13 contains 400644 members 
Mstep: Class 14 contains 657 members 
Mstep: Class 17 contains 7854 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 355 members 
Mstep: Class 24 contains 65082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28271520.000000 Penalty: 9696.159180
Iteration 19Q: 17 clusters Score -2.827152e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 3 contains 801 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 6 contains 99715 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 16176 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 13 contains 399764 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 24 contains 66634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28283750.000000 Penalty: 9696.159180
Iteration 20F: 17 clusters Score -2.828375e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 812 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 6 contains 104176 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 15651 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 13 contains 395597 members 
Mstep: Class 14 contains 566 members 
Mstep: Class 17 contains 7571 members 
Mstep: Class 18 contains 1471 members 
Mstep: Class 19 contains 207 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 22 contains 371 members 
Mstep: Class 24 contains 68260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28296236.000000 Penalty: 9696.159180
Iteration 21Q: 17 clusters Score -2.829624e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 4578 members 
Mstep: Class 6 contains 106792 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 15127 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 13 contains 392613 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 374 members 
Mstep: Class 24 contains 69676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 594.074463 but Gain 606.009766
Score: -28301030.000000 Penalty: 9090.149414
Iteration 22Q: 16 clusters Score -2.830103e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 6 contains 108420 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 14880 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 13 contains 390143 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 371 members 
Mstep: Class 24 contains 71055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28305838.000000 Penalty: 9090.149414
Iteration 23Q: 16 clusters Score -2.830584e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 6 contains 109419 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 14424 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 11 contains 3636 members 
Mstep: Class 13 contains 388125 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 3753 members 
Mstep: Class 22 contains 374 members 
Mstep: Class 24 contains 72098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28308710.000000 Penalty: 9090.149414
Iteration 24Q: 16 clusters Score -2.830871e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 6 contains 110088 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 14040 members 
Mstep: Class 9 contains 1501 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 13 contains 386376 members 
Mstep: Class 17 contains 7142 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 450 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 382 members 
Mstep: Class 24 contains 73013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28311368.000000 Penalty: 9090.149414
Iteration 25Q: 16 clusters Score -2.831137e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 6 contains 110521 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13736 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 11 contains 3495 members 
Mstep: Class 13 contains 384985 members 
Mstep: Class 17 contains 7050 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 24 contains 73707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28314010.000000 Penalty: 9090.149414
Iteration 26Q: 16 clusters Score -2.831401e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 6 contains 110749 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13552 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 11 contains 3393 members 
Mstep: Class 13 contains 384000 members 
Mstep: Class 17 contains 6974 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 6040 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 24 contains 74201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28315916.000000 Penalty: 9090.149414
Iteration 27Q: 16 clusters Score -2.831592e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 6 contains 110896 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13451 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 13 contains 383359 members 
Mstep: Class 17 contains 6887 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 6583 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 24 contains 74526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28317170.000000 Penalty: 9090.149414
Iteration 28Q: 16 clusters Score -2.831717e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 6 contains 110997 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13418 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 13 contains 382907 members 
Mstep: Class 17 contains 6807 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 7017 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 24 contains 74730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28317912.000000 Penalty: 9090.149414
Iteration 29Q: 16 clusters Score -2.831791e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 2141 members 
Mstep: Class 6 contains 111058 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13419 members 
Mstep: Class 9 contains 1791 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 13 contains 382620 members 
Mstep: Class 17 contains 6693 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 7372 members 
Mstep: Class 22 contains 426 members 
Mstep: Class 24 contains 74870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28318380.000000 Penalty: 9090.149414
Iteration 30Q: 16 clusters Score -2.831838e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 6 contains 111092 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13415 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 13 contains 382451 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 534 members 
Mstep: Class 21 contains 7652 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 24 contains 74957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28318926.000000 Penalty: 9090.149414
Iteration 31Q: 16 clusters Score -2.831893e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 2080 members 
Mstep: Class 6 contains 111115 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13429 members 
Mstep: Class 9 contains 1888 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 13 contains 382359 members 
Mstep: Class 17 contains 6493 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 24 contains 75009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28319374.000000 Penalty: 9090.149414
Iteration 32Q: 16 clusters Score -2.831937e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 6 contains 111131 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13451 members 
Mstep: Class 9 contains 1928 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 13 contains 382334 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 8051 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 24 contains 75034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28319742.000000 Penalty: 9090.149414
Iteration 33Q: 16 clusters Score -2.831974e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 6 contains 111137 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13429 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 13 contains 382341 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 8207 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 24 contains 75056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28319958.000000 Penalty: 9090.149414
Iteration 34Q: 16 clusters Score -2.831996e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1582 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 6 contains 111135 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13388 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 11 contains 2434 members 
Mstep: Class 13 contains 382405 members 
Mstep: Class 17 contains 6263 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 8330 members 
Mstep: Class 22 contains 422 members 
Mstep: Class 24 contains 75067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28320076.000000 Penalty: 9090.149414
Iteration 35Q: 16 clusters Score -2.832008e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 6 contains 111142 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13333 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 13 contains 382498 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 8427 members 
Mstep: Class 22 contains 427 members 
Mstep: Class 24 contains 75061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28320204.000000 Penalty: 9090.149414
Iteration 36Q: 16 clusters Score -2.83202e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 6 contains 111140 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13260 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 13 contains 382627 members 
Mstep: Class 17 contains 6187 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 548 members 
Mstep: Class 21 contains 8508 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 24 contains 75031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28320308.000000 Penalty: 9090.149414
Iteration 37Q: 16 clusters Score -2.832031e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 2055 members 
Mstep: Class 6 contains 111134 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13156 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 13 contains 382780 members 
Mstep: Class 17 contains 6162 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 8564 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 24 contains 75013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28320332.000000 Penalty: 9090.149414
Iteration 38Q: 16 clusters Score -2.832033e+07 nChanged 677
Entering ConstructFrom: 
Score: -28320332.000000 Penalty: 9090.149414
Entering ConstructFrom: 
Trying to split cluster 3 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -73971.687500 Penalty: 332.660431
	Iteration 0F: 2 clusters Score -73971.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -72830.296875 Penalty: 665.320862
	Iteration 0F: 3 clusters Score -72830.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -73201.546875 Penalty: 665.320862
	Iteration 1F: 3 clusters Score -73201.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -73253.476562 Penalty: 665.320862
	Iteration 2F: 3 clusters Score -73253.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -73293.406250 Penalty: 665.320862
	Iteration 3Q: 3 clusters Score -73293.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -73326.492188 Penalty: 665.320862
	Iteration 4Q: 3 clusters Score -73326.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -73353.984375 Penalty: 665.320862
	Iteration 5Q: 3 clusters Score -73353.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73384.242188 Penalty: 665.320862
	Iteration 6Q: 3 clusters Score -73384.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73409.023438 Penalty: 665.320862
	Iteration 7Q: 3 clusters Score -73409.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73429.320312 Penalty: 665.320862
	Iteration 8Q: 3 clusters Score -73429.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -73451.695312 Penalty: 665.320862
	Iteration 9Q: 3 clusters Score -73451.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -73463.593750 Penalty: 665.320862
	Iteration 10Q: 3 clusters Score -73463.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -73469.421875 Penalty: 665.320862
	Iteration 11Q: 3 clusters Score -73469.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -73476.453125 Penalty: 665.320862
	Iteration 12Q: 3 clusters Score -73476.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73481.984375 Penalty: 665.320862
	Iteration 13Q: 3 clusters Score -73481.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -73486.210938 Penalty: 665.320862
	Iteration 14Q: 3 clusters Score -73486.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73488.625000 Penalty: 665.320862
	Iteration 15Q: 3 clusters Score -73488.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73493.875000 Penalty: 665.320862
	Iteration 16Q: 3 clusters Score -73493.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -73506.875000 Penalty: 665.320862
	Iteration 17Q: 3 clusters Score -73506.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73513.976562 Penalty: 665.320862
	Iteration 18Q: 3 clusters Score -73513.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73516.171875 Penalty: 665.320862
	Iteration 19Q: 3 clusters Score -73516.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -73516.929688 Penalty: 665.320862
	Iteration 20F: 3 clusters Score -73516.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -73517.367188 Penalty: 665.320862
	Iteration 21Q: 3 clusters Score -73517.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -73518.968750 Penalty: 665.320862
	Iteration 22Q: 3 clusters Score -73518.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -73520.132812 Penalty: 665.320862
	Iteration 23Q: 3 clusters Score -73520.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -73522.078125 Penalty: 665.320862
	Iteration 24Q: 3 clusters Score -73522.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -73523.062500 Penalty: 665.320862
	Iteration 25Q: 3 clusters Score -73523.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73524.375000 Penalty: 665.320862
	Iteration 26Q: 3 clusters Score -73524.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73525.328125 Penalty: 665.320862
	Iteration 27Q: 3 clusters Score -73525.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73526.296875 Penalty: 665.320862
	Iteration 28Q: 3 clusters Score -73526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73526.703125 Penalty: 665.320862
	Iteration 29Q: 3 clusters Score -73526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73527.671875 Penalty: 665.320862
	Iteration 30Q: 3 clusters Score -73527.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73528.062500 Penalty: 665.320862
	Iteration 31Q: 3 clusters Score -73528.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -73528.656250 Penalty: 665.320862
	Iteration 32Q: 3 clusters Score -73528.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -73528.835938 Penalty: 665.320862
	Iteration 33Q: 3 clusters Score -73528.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -73528.835938 Penalty: 665.320862
	Iteration 34F: 3 clusters Score -73528.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -91034.593750 Penalty: 346.964569
	Iteration 0F: 2 clusters Score -91034.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -89549.992188 Penalty: 693.929138
	Iteration 0F: 3 clusters Score -89549.99 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -90220.531250 Penalty: 693.929138
	Iteration 1F: 3 clusters Score -90220.53 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -90587.171875 Penalty: 693.929138
	Iteration 2F: 3 clusters Score -90587.17 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -91060.414062 Penalty: 693.929138
	Iteration 3F: 3 clusters Score -91060.41 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -91525.828125 Penalty: 693.929138
	Iteration 4F: 3 clusters Score -91525.83 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -91970.531250 Penalty: 693.929138
	Iteration 5F: 3 clusters Score -91970.53 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -92457.687500 Penalty: 693.929138
	Iteration 6F: 3 clusters Score -92457.69 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -92869.781250 Penalty: 693.929138
	Iteration 7Q: 3 clusters Score -92869.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -93095.882812 Penalty: 693.929138
	Iteration 8Q: 3 clusters Score -93095.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -93154.593750 Penalty: 693.929138
	Iteration 9Q: 3 clusters Score -93154.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -93178.210938 Penalty: 693.929138
	Iteration 10Q: 3 clusters Score -93178.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -93188.929688 Penalty: 693.929138
	Iteration 11Q: 3 clusters Score -93188.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -93193.554688 Penalty: 693.929138
	Iteration 12Q: 3 clusters Score -93193.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -93197.250000 Penalty: 693.929138
	Iteration 13Q: 3 clusters Score -93197.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -93200.484375 Penalty: 693.929138
	Iteration 14Q: 3 clusters Score -93200.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -93201.390625 Penalty: 693.929138
	Iteration 15Q: 3 clusters Score -93201.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -93201.710938 Penalty: 693.929138
	Iteration 16Q: 3 clusters Score -93201.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -93201.710938 Penalty: 693.929138
	Iteration 17F: 3 clusters Score -93201.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 6 contains 111130 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 13 contains 382963 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
Score: -28322254.000000 Penalty: 9696.159180
Splitting cluster 4 changes total score from -28320332.000000 to -28322254.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (111130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Entering Unmasked Estep 
Score: -5430705.000000 Penalty: 528.639771
	Iteration 0F: 2 clusters Score -5430705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -5355686.500000 Penalty: 1057.279541
	Iteration 0F: 3 clusters Score -5355686 nChanged 54325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -5392550.000000 Penalty: 1057.279541
	Iteration 1F: 3 clusters Score -5392550 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -5398279.500000 Penalty: 1057.279541
	Iteration 2F: 3 clusters Score -5398280 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -5405456.500000 Penalty: 1057.279541
	Iteration 3F: 3 clusters Score -5405456 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -5412604.500000 Penalty: 1057.279541
	Iteration 4F: 3 clusters Score -5412604 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -5418638.000000 Penalty: 1057.279541
	Iteration 5F: 3 clusters Score -5418638 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -5423320.000000 Penalty: 1057.279541
	Iteration 6F: 3 clusters Score -5423320 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 102992 members 
Entering Unmasked Estep 
Score: -5426237.500000 Penalty: 1057.279541
	Iteration 7Q: 3 clusters Score -5426238 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -5427931.000000 Penalty: 1057.279541
	Iteration 8Q: 3 clusters Score -5427931 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -5428855.000000 Penalty: 1057.279541
	Iteration 9Q: 3 clusters Score -5428855 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -5429454.000000 Penalty: 1057.279541
	Iteration 10Q: 3 clusters Score -5429454 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 108406 members 
Entering Unmasked Estep 
Score: -5429809.000000 Penalty: 1057.279541
	Iteration 11Q: 3 clusters Score -5429809 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 108723 members 
Entering Unmasked Estep 
Score: -5430039.000000 Penalty: 1057.279541
	Iteration 12Q: 3 clusters Score -5430039 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -5430182.000000 Penalty: 1057.279541
	Iteration 13Q: 3 clusters Score -5430182 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -5430296.000000 Penalty: 1057.279541
	Iteration 14Q: 3 clusters Score -5430296 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -5430381.000000 Penalty: 1057.279541
	Iteration 15Q: 3 clusters Score -5430381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 109287 members 
Entering Unmasked Estep 
Score: -5430492.500000 Penalty: 1057.279541
	Iteration 16Q: 3 clusters Score -5430492 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -5430564.500000 Penalty: 1057.279541
	Iteration 17Q: 3 clusters Score -5430564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -5430617.500000 Penalty: 1057.279541
	Iteration 18Q: 3 clusters Score -5430618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 109478 members 
Entering Unmasked Estep 
Score: -5430651.000000 Penalty: 1057.279541
	Iteration 19Q: 3 clusters Score -5430651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -5430696.500000 Penalty: 1057.279541
	Iteration 20F: 3 clusters Score -5430696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 109575 members 
Entering Unmasked Estep 
Score: -5430739.000000 Penalty: 1057.279541
	Iteration 21Q: 3 clusters Score -5430739 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 109611 members 
Entering Unmasked Estep 
Score: -5430774.000000 Penalty: 1057.279541
	Iteration 22Q: 3 clusters Score -5430774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -5430787.500000 Penalty: 1057.279541
	Iteration 23Q: 3 clusters Score -5430788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -5430809.000000 Penalty: 1057.279541
	Iteration 24Q: 3 clusters Score -5430809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -5430821.500000 Penalty: 1057.279541
	Iteration 25Q: 3 clusters Score -5430822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -5430839.500000 Penalty: 1057.279541
	Iteration 26Q: 3 clusters Score -5430840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -5430842.000000 Penalty: 1057.279541
	Iteration 27Q: 3 clusters Score -5430842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -5430854.500000 Penalty: 1057.279541
	Iteration 28Q: 3 clusters Score -5430854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -5430860.500000 Penalty: 1057.279541
	Iteration 29Q: 3 clusters Score -5430860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -5430876.000000 Penalty: 1057.279541
	Iteration 30Q: 3 clusters Score -5430876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -5430892.000000 Penalty: 1057.279541
	Iteration 31Q: 3 clusters Score -5430892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -5430888.000000 Penalty: 1057.279541
	Iteration 32Q: 3 clusters Score -5430888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -5430890.500000 Penalty: 1057.279541
	Iteration 33Q: 3 clusters Score -5430890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -5430902.000000 Penalty: 1057.279541
	Iteration 34Q: 3 clusters Score -5430902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -5430909.500000 Penalty: 1057.279541
	Iteration 35Q: 3 clusters Score -5430910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -5430912.000000 Penalty: 1057.279541
	Iteration 36Q: 3 clusters Score -5430912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -5430910.000000 Penalty: 1057.279541
	Iteration 37Q: 3 clusters Score -5430910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 109667 members 
Entering Unmasked Estep 
Score: -5430917.500000 Penalty: 1057.279541
	Iteration 38Q: 3 clusters Score -5430918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -5430918.500000 Penalty: 1057.279541
	Iteration 39Q: 3 clusters Score -5430918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -5430928.000000 Penalty: 1057.279541
	Iteration 40F: 3 clusters Score -5430928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -5430926.500000 Penalty: 1057.279541
	Iteration 41Q: 3 clusters Score -5430926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 109644 members 
Entering Unmasked Estep 
Score: -5430924.000000 Penalty: 1057.279541
	Iteration 42Q: 3 clusters Score -5430924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -5430931.000000 Penalty: 1057.279541
	Iteration 43Q: 3 clusters Score -5430931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 109632 members 
Entering Unmasked Estep 
Score: -5430929.500000 Penalty: 1057.279541
	Iteration 44Q: 3 clusters Score -5430930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 109628 members 
Entering Unmasked Estep 
Score: -5430924.000000 Penalty: 1057.279541
	Iteration 45Q: 3 clusters Score -5430924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -5430927.000000 Penalty: 1057.279541
	Iteration 46Q: 3 clusters Score -5430927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 109632 members 
Entering Unmasked Estep 
Score: -5430927.500000 Penalty: 1057.279541
	Iteration 47Q: 3 clusters Score -5430928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -5430926.500000 Penalty: 1057.279541
	Iteration 48Q: 3 clusters Score -5430926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 109648 members 
Entering Unmasked Estep 
Score: -5430926.000000 Penalty: 1057.279541
	Iteration 49Q: 3 clusters Score -5430926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -5430934.500000 Penalty: 1057.279541
	Iteration 50Q: 3 clusters Score -5430934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -5430931.500000 Penalty: 1057.279541
	Iteration 51Q: 3 clusters Score -5430932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 109648 members 
Entering Unmasked Estep 
Score: -5430934.500000 Penalty: 1057.279541
	Iteration 52Q: 3 clusters Score -5430934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 109649 members 
Entering Unmasked Estep 
Score: -5430938.500000 Penalty: 1057.279541
	Iteration 53Q: 3 clusters Score -5430938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -5430939.000000 Penalty: 1057.279541
	Iteration 54Q: 3 clusters Score -5430939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -5430933.500000 Penalty: 1057.279541
	Iteration 55Q: 3 clusters Score -5430934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -5430934.000000 Penalty: 1057.279541
	Iteration 56Q: 3 clusters Score -5430934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -5430936.500000 Penalty: 1057.279541
	Iteration 57Q: 3 clusters Score -5430936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -5430935.000000 Penalty: 1057.279541
	Iteration 58Q: 3 clusters Score -5430935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -5430935.000000 Penalty: 1057.279541
	Iteration 59Q: 3 clusters Score -5430935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -5430932.500000 Penalty: 1057.279541
	Iteration 60F: 3 clusters Score -5430932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -5430934.000000 Penalty: 1057.279541
	Iteration 61Q: 3 clusters Score -5430934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -5430936.500000 Penalty: 1057.279541
	Iteration 62Q: 3 clusters Score -5430936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -5430938.000000 Penalty: 1057.279541
	Iteration 63Q: 3 clusters Score -5430938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -5430935.000000 Penalty: 1057.279541
	Iteration 64Q: 3 clusters Score -5430935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -5430932.500000 Penalty: 1057.279541
	Iteration 65Q: 3 clusters Score -5430932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -5430932.500000 Penalty: 1057.279541
	Iteration 66F: 3 clusters Score -5430932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109629 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 13 contains 382963 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
Score: -28322510.000000 Penalty: 10302.168945
Splitting cluster 6 changes total score from -28320332.000000 to -28322510.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -46676.433594 Penalty: 324.053711
	Iteration 0F: 2 clusters Score -46676.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -45811.632812 Penalty: 648.107422
	Iteration 0F: 3 clusters Score -45811.63 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46780.867188 Penalty: 648.107422
	Iteration 1F: 3 clusters Score -46780.87 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -47002.410156 Penalty: 648.107422
	Iteration 2F: 3 clusters Score -47002.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -47195.996094 Penalty: 648.107422
	Iteration 3F: 3 clusters Score -47196 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -47374.242188 Penalty: 648.107422
	Iteration 4F: 3 clusters Score -47374.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -47472.882812 Penalty: 648.107422
	Iteration 5Q: 3 clusters Score -47472.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -47492.527344 Penalty: 648.107422
	Iteration 6Q: 3 clusters Score -47492.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -47498.410156 Penalty: 648.107422
	Iteration 7Q: 3 clusters Score -47498.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47501.558594 Penalty: 648.107422
	Iteration 8Q: 3 clusters Score -47501.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -47505.507812 Penalty: 648.107422
	Iteration 9Q: 3 clusters Score -47505.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47519.093750 Penalty: 648.107422
	Iteration 10Q: 3 clusters Score -47519.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -47543.007812 Penalty: 648.107422
	Iteration 11Q: 3 clusters Score -47543.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -47562.332031 Penalty: 648.107422
	Iteration 12Q: 3 clusters Score -47562.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47583.019531 Penalty: 648.107422
	Iteration 13Q: 3 clusters Score -47583.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -47611.691406 Penalty: 648.107422
	Iteration 14Q: 3 clusters Score -47611.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -47640.882812 Penalty: 648.107422
	Iteration 15Q: 3 clusters Score -47640.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47664.851562 Penalty: 648.107422
	Iteration 16Q: 3 clusters Score -47664.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47690.898438 Penalty: 648.107422
	Iteration 17Q: 3 clusters Score -47690.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47706.480469 Penalty: 648.107422
	Iteration 18Q: 3 clusters Score -47706.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47717.207031 Penalty: 648.107422
	Iteration 19Q: 3 clusters Score -47717.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47730.507812 Penalty: 648.107422
	Iteration 20F: 3 clusters Score -47730.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47743.511719 Penalty: 648.107422
	Iteration 21Q: 3 clusters Score -47743.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47749.058594 Penalty: 648.107422
	Iteration 22Q: 3 clusters Score -47749.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47750.128906 Penalty: 648.107422
	Iteration 23Q: 3 clusters Score -47750.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47750.128906 Penalty: 648.107422
	Iteration 24F: 3 clusters Score -47750.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109629 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 13 contains 382963 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
Score: -28323304.000000 Penalty: 10908.178711
Splitting cluster 7 changes total score from -28320332.000000 to -28323304.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (13049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Entering Unmasked Estep 
Score: -604153.875000 Penalty: 431.179260
	Iteration 0F: 2 clusters Score -604153.9 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 6533 members 
Entering Unmasked Estep 
Score: -595588.000000 Penalty: 862.358521
	Iteration 0F: 3 clusters Score -595588 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -598965.375000 Penalty: 862.358521
	Iteration 1F: 3 clusters Score -598965.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -599103.812500 Penalty: 862.358521
	Iteration 2Q: 3 clusters Score -599103.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -599252.812500 Penalty: 862.358521
	Iteration 3Q: 3 clusters Score -599252.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -599467.562500 Penalty: 862.358521
	Iteration 4Q: 3 clusters Score -599467.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -599766.437500 Penalty: 862.358521
	Iteration 5Q: 3 clusters Score -599766.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -600221.250000 Penalty: 862.358521
	Iteration 6F: 3 clusters Score -600221.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -600781.687500 Penalty: 862.358521
	Iteration 7F: 3 clusters Score -600781.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -601264.812500 Penalty: 862.358521
	Iteration 8F: 3 clusters Score -601264.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -601458.437500 Penalty: 862.358521
	Iteration 9Q: 3 clusters Score -601458.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -601505.750000 Penalty: 862.358521
	Iteration 10Q: 3 clusters Score -601505.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -601525.375000 Penalty: 862.358521
	Iteration 11Q: 3 clusters Score -601525.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -601539.375000 Penalty: 862.358521
	Iteration 12Q: 3 clusters Score -601539.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -601548.187500 Penalty: 862.358521
	Iteration 13Q: 3 clusters Score -601548.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -601562.187500 Penalty: 862.358521
	Iteration 14Q: 3 clusters Score -601562.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -601581.000000 Penalty: 862.358521
	Iteration 15Q: 3 clusters Score -601581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -601594.250000 Penalty: 862.358521
	Iteration 16Q: 3 clusters Score -601594.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -601611.562500 Penalty: 862.358521
	Iteration 17Q: 3 clusters Score -601611.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -601630.187500 Penalty: 862.358521
	Iteration 18Q: 3 clusters Score -601630.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -601656.000000 Penalty: 862.358521
	Iteration 19Q: 3 clusters Score -601656 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -601678.750000 Penalty: 862.358521
	Iteration 20F: 3 clusters Score -601678.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -601702.875000 Penalty: 862.358521
	Iteration 21Q: 3 clusters Score -601702.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -601725.937500 Penalty: 862.358521
	Iteration 22Q: 3 clusters Score -601725.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -601762.687500 Penalty: 862.358521
	Iteration 23Q: 3 clusters Score -601762.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -601802.812500 Penalty: 862.358521
	Iteration 24Q: 3 clusters Score -601802.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -601852.125000 Penalty: 862.358521
	Iteration 25Q: 3 clusters Score -601852.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -601911.500000 Penalty: 862.358521
	Iteration 26Q: 3 clusters Score -601911.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -601972.312500 Penalty: 862.358521
	Iteration 27Q: 3 clusters Score -601972.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -602036.187500 Penalty: 862.358521
	Iteration 28Q: 3 clusters Score -602036.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -602107.875000 Penalty: 862.358521
	Iteration 29Q: 3 clusters Score -602107.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -602187.937500 Penalty: 862.358521
	Iteration 30Q: 3 clusters Score -602187.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -602278.937500 Penalty: 862.358521
	Iteration 31Q: 3 clusters Score -602278.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -602383.812500 Penalty: 862.358521
	Iteration 32Q: 3 clusters Score -602383.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -602496.812500 Penalty: 862.358521
	Iteration 33Q: 3 clusters Score -602496.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -602622.125000 Penalty: 862.358521
	Iteration 34Q: 3 clusters Score -602622.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -602735.687500 Penalty: 862.358521
	Iteration 35Q: 3 clusters Score -602735.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -602860.750000 Penalty: 862.358521
	Iteration 36Q: 3 clusters Score -602860.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -602988.437500 Penalty: 862.358521
	Iteration 37Q: 3 clusters Score -602988.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -603109.437500 Penalty: 862.358521
	Iteration 38Q: 3 clusters Score -603109.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -603232.312500 Penalty: 862.358521
	Iteration 39Q: 3 clusters Score -603232.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -603330.187500 Penalty: 862.358521
	Iteration 40F: 3 clusters Score -603330.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -603409.750000 Penalty: 862.358521
	Iteration 41Q: 3 clusters Score -603409.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -603471.500000 Penalty: 862.358521
	Iteration 42Q: 3 clusters Score -603471.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -603523.187500 Penalty: 862.358521
	Iteration 43Q: 3 clusters Score -603523.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -603575.562500 Penalty: 862.358521
	Iteration 44Q: 3 clusters Score -603575.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -603611.562500 Penalty: 862.358521
	Iteration 45Q: 3 clusters Score -603611.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -603638.937500 Penalty: 862.358521
	Iteration 46Q: 3 clusters Score -603638.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -603659.687500 Penalty: 862.358521
	Iteration 47Q: 3 clusters Score -603659.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -603676.187500 Penalty: 862.358521
	Iteration 48Q: 3 clusters Score -603676.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -603687.437500 Penalty: 862.358521
	Iteration 49Q: 3 clusters Score -603687.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -603694.125000 Penalty: 862.358521
	Iteration 50Q: 3 clusters Score -603694.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -603705.500000 Penalty: 862.358521
	Iteration 51Q: 3 clusters Score -603705.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -603714.750000 Penalty: 862.358521
	Iteration 52Q: 3 clusters Score -603714.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -603725.187500 Penalty: 862.358521
	Iteration 53Q: 3 clusters Score -603725.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -603729.375000 Penalty: 862.358521
	Iteration 54Q: 3 clusters Score -603729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -603734.562500 Penalty: 862.358521
	Iteration 55Q: 3 clusters Score -603734.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -603742.750000 Penalty: 862.358521
	Iteration 56Q: 3 clusters Score -603742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -603749.875000 Penalty: 862.358521
	Iteration 57Q: 3 clusters Score -603749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -603754.062500 Penalty: 862.358521
	Iteration 58Q: 3 clusters Score -603754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -603757.000000 Penalty: 862.358521
	Iteration 59Q: 3 clusters Score -603757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -603757.875000 Penalty: 862.358521
	Iteration 60F: 3 clusters Score -603757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -603758.437500 Penalty: 862.358521
	Iteration 61Q: 3 clusters Score -603758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -603758.375000 Penalty: 862.358521
	Iteration 62Q: 3 clusters Score -603758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -603758.250000 Penalty: 862.358521
	Iteration 63Q: 3 clusters Score -603758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -603759.937500 Penalty: 862.358521
	Iteration 64Q: 3 clusters Score -603759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -603761.250000 Penalty: 862.358521
	Iteration 65Q: 3 clusters Score -603761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -603762.062500 Penalty: 862.358521
	Iteration 66Q: 3 clusters Score -603762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -603763.937500 Penalty: 862.358521
	Iteration 67Q: 3 clusters Score -603763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -603767.437500 Penalty: 862.358521
	Iteration 68Q: 3 clusters Score -603767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -603769.375000 Penalty: 862.358521
	Iteration 69Q: 3 clusters Score -603769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -603770.625000 Penalty: 862.358521
	Iteration 70Q: 3 clusters Score -603770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -603771.125000 Penalty: 862.358521
	Iteration 71Q: 3 clusters Score -603771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -603771.562500 Penalty: 862.358521
	Iteration 72Q: 3 clusters Score -603771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -603774.562500 Penalty: 862.358521
	Iteration 73Q: 3 clusters Score -603774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -603774.875000 Penalty: 862.358521
	Iteration 74Q: 3 clusters Score -603774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -603776.562500 Penalty: 862.358521
	Iteration 75Q: 3 clusters Score -603776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -603779.187500 Penalty: 862.358521
	Iteration 76Q: 3 clusters Score -603779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -603779.812500 Penalty: 862.358521
	Iteration 77Q: 3 clusters Score -603779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -603782.500000 Penalty: 862.358521
	Iteration 78Q: 3 clusters Score -603782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -603783.062500 Penalty: 862.358521
	Iteration 79Q: 3 clusters Score -603783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -603784.437500 Penalty: 862.358521
	Iteration 80F: 3 clusters Score -603784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -603786.062500 Penalty: 862.358521
	Iteration 81Q: 3 clusters Score -603786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -603785.562500 Penalty: 862.358521
	Iteration 82Q: 3 clusters Score -603785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -603786.437500 Penalty: 862.358521
	Iteration 83Q: 3 clusters Score -603786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -603787.812500 Penalty: 862.358521
	Iteration 84Q: 3 clusters Score -603787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -603788.812500 Penalty: 862.358521
	Iteration 85Q: 3 clusters Score -603788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -603788.812500 Penalty: 862.358521
	Iteration 86F: 3 clusters Score -603788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -101684.664062 Penalty: 347.647491
	Iteration 0F: 2 clusters Score -101684.7 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 1046 members 
Entering Unmasked Estep 
Score: -100174.742188 Penalty: 695.294983
	Iteration 0F: 3 clusters Score -100174.7 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -100672.726562 Penalty: 695.294983
	Iteration 1F: 3 clusters Score -100672.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -100748.984375 Penalty: 695.294983
	Iteration 2F: 3 clusters Score -100749 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -100814.195312 Penalty: 695.294983
	Iteration 3F: 3 clusters Score -100814.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -100873.820312 Penalty: 695.294983
	Iteration 4F: 3 clusters Score -100873.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -100945.734375 Penalty: 695.294983
	Iteration 5F: 3 clusters Score -100945.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -101012.664062 Penalty: 695.294983
	Iteration 6Q: 3 clusters Score -101012.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -101078.945312 Penalty: 695.294983
	Iteration 7Q: 3 clusters Score -101078.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -101118.289062 Penalty: 695.294983
	Iteration 8Q: 3 clusters Score -101118.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -101172.742188 Penalty: 695.294983
	Iteration 9Q: 3 clusters Score -101172.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -101224.289062 Penalty: 695.294983
	Iteration 10Q: 3 clusters Score -101224.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -101286.585938 Penalty: 695.294983
	Iteration 11Q: 3 clusters Score -101286.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -101338.140625 Penalty: 695.294983
	Iteration 12Q: 3 clusters Score -101338.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -101371.789062 Penalty: 695.294983
	Iteration 13Q: 3 clusters Score -101371.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -101403.289062 Penalty: 695.294983
	Iteration 14Q: 3 clusters Score -101403.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -101424.398438 Penalty: 695.294983
	Iteration 15Q: 3 clusters Score -101424.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -101439.804688 Penalty: 695.294983
	Iteration 16Q: 3 clusters Score -101439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -101447.148438 Penalty: 695.294983
	Iteration 17Q: 3 clusters Score -101447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -101449.500000 Penalty: 695.294983
	Iteration 18Q: 3 clusters Score -101449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -101453.406250 Penalty: 695.294983
	Iteration 19Q: 3 clusters Score -101453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -101453.406250 Penalty: 695.294983
	Iteration 20F: 3 clusters Score -101453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -89938.539062 Penalty: 348.919525
	Iteration 0F: 2 clusters Score -89938.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -88405.742188 Penalty: 697.839050
	Iteration 0F: 3 clusters Score -88405.74 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -89080.976562 Penalty: 697.839050
	Iteration 1F: 3 clusters Score -89080.98 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -89441.273438 Penalty: 697.839050
	Iteration 2F: 3 clusters Score -89441.27 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -89973.992188 Penalty: 697.839050
	Iteration 3F: 3 clusters Score -89973.99 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -90314.375000 Penalty: 697.839050
	Iteration 4F: 3 clusters Score -90314.38 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -90440.312500 Penalty: 697.839050
	Iteration 5Q: 3 clusters Score -90440.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -90470.585938 Penalty: 697.839050
	Iteration 6Q: 3 clusters Score -90470.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -90481.039062 Penalty: 697.839050
	Iteration 7Q: 3 clusters Score -90481.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -90488.546875 Penalty: 697.839050
	Iteration 8Q: 3 clusters Score -90488.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -90494.484375 Penalty: 697.839050
	Iteration 9Q: 3 clusters Score -90494.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -90499.023438 Penalty: 697.839050
	Iteration 10Q: 3 clusters Score -90499.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -90500.812500 Penalty: 697.839050
	Iteration 11Q: 3 clusters Score -90500.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -90501.039062 Penalty: 697.839050
	Iteration 12Q: 3 clusters Score -90501.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -90501.039062 Penalty: 697.839050
	Iteration 13F: 3 clusters Score -90501.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109629 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 13 contains 382963 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
Score: -28323598.000000 Penalty: 11514.189453
Splitting cluster 11 changes total score from -28320332.000000 to -28323598.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (382963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382963 members 
Entering Unmasked Estep 
Score: -18250460.000000 Penalty: 584.934082
	Iteration 0F: 2 clusters Score -1.825046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191836 members 
Mstep: Class 2 contains 191127 members 
Entering Unmasked Estep 
Score: -18028182.000000 Penalty: 1169.868164
	Iteration 0F: 3 clusters Score -1.802818e+07 nChanged 189078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -18161614.000000 Penalty: 1169.868164
	Iteration 1F: 3 clusters Score -1.816161e+07 nChanged 29863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233373 members 
Mstep: Class 2 contains 149590 members 
Entering Unmasked Estep 
Score: -18182910.000000 Penalty: 1169.868164
	Iteration 2F: 3 clusters Score -1.818291e+07 nChanged 32992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254715 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -18210562.000000 Penalty: 1169.868164
	Iteration 3F: 3 clusters Score -1.821056e+07 nChanged 29470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274771 members 
Mstep: Class 2 contains 108192 members 
Entering Unmasked Estep 
Score: -18237936.000000 Penalty: 1169.868164
	Iteration 4F: 3 clusters Score -1.823794e+07 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288262 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -18255372.000000 Penalty: 1169.868164
	Iteration 5F: 3 clusters Score -1.825537e+07 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297812 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -18265404.000000 Penalty: 1169.868164
	Iteration 6Q: 3 clusters Score -1.82654e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306351 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -18271146.000000 Penalty: 1169.868164
	Iteration 7Q: 3 clusters Score -1.827115e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314733 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -18274724.000000 Penalty: 1169.868164
	Iteration 8Q: 3 clusters Score -1.827472e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322359 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -18276222.000000 Penalty: 1169.868164
	Iteration 9Q: 3 clusters Score -1.827622e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329140 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -18277536.000000 Penalty: 1169.868164
	Iteration 10Q: 3 clusters Score -1.827754e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335286 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -18278428.000000 Penalty: 1169.868164
	Iteration 11Q: 3 clusters Score -1.827843e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340697 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -18279160.000000 Penalty: 1169.868164
	Iteration 12Q: 3 clusters Score -1.827916e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345354 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -18279480.000000 Penalty: 1169.868164
	Iteration 13Q: 3 clusters Score -1.827948e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349277 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -18280164.000000 Penalty: 1169.868164
	Iteration 14Q: 3 clusters Score -1.828016e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352416 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -18281138.000000 Penalty: 1169.868164
	Iteration 15Q: 3 clusters Score -1.828114e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354622 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -18282802.000000 Penalty: 1169.868164
	Iteration 16Q: 3 clusters Score -1.82828e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355962 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -18283942.000000 Penalty: 1169.868164
	Iteration 17Q: 3 clusters Score -1.828394e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356744 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -18284402.000000 Penalty: 1169.868164
	Iteration 18Q: 3 clusters Score -1.82844e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357202 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -18284458.000000 Penalty: 1169.868164
	Iteration 19Q: 3 clusters Score -1.828446e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357471 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -18284446.000000 Penalty: 1169.868164
	Iteration 20F: 3 clusters Score -1.828445e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357671 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -18284374.000000 Penalty: 1169.868164
	Iteration 21Q: 3 clusters Score -1.828437e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357804 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -18284276.000000 Penalty: 1169.868164
	Iteration 22Q: 3 clusters Score -1.828428e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357931 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -18284348.000000 Penalty: 1169.868164
	Iteration 23Q: 3 clusters Score -1.828435e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358037 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -18284252.000000 Penalty: 1169.868164
	Iteration 24Q: 3 clusters Score -1.828425e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358113 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -18284238.000000 Penalty: 1169.868164
	Iteration 25Q: 3 clusters Score -1.828424e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358169 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -18284258.000000 Penalty: 1169.868164
	Iteration 26Q: 3 clusters Score -1.828426e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358191 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -18284246.000000 Penalty: 1169.868164
	Iteration 27Q: 3 clusters Score -1.828425e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358205 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -18284242.000000 Penalty: 1169.868164
	Iteration 28Q: 3 clusters Score -1.828424e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358213 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -18284228.000000 Penalty: 1169.868164
	Iteration 29Q: 3 clusters Score -1.828423e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358215 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -18284242.000000 Penalty: 1169.868164
	Iteration 30Q: 3 clusters Score -1.828424e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358221 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -18284248.000000 Penalty: 1169.868164
	Iteration 31Q: 3 clusters Score -1.828425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358217 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -18284254.000000 Penalty: 1169.868164
	Iteration 32Q: 3 clusters Score -1.828425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358211 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -18284262.000000 Penalty: 1169.868164
	Iteration 33Q: 3 clusters Score -1.828426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358206 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -18284246.000000 Penalty: 1169.868164
	Iteration 34Q: 3 clusters Score -1.828425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358200 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -18284250.000000 Penalty: 1169.868164
	Iteration 35Q: 3 clusters Score -1.828425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358193 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -18284252.000000 Penalty: 1169.868164
	Iteration 36Q: 3 clusters Score -1.828425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358188 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -18284264.000000 Penalty: 1169.868164
	Iteration 37Q: 3 clusters Score -1.828426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358184 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -18284258.000000 Penalty: 1169.868164
	Iteration 38Q: 3 clusters Score -1.828426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358178 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -18284280.000000 Penalty: 1169.868164
	Iteration 39Q: 3 clusters Score -1.828428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358175 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -18284288.000000 Penalty: 1169.868164
	Iteration 40F: 3 clusters Score -1.828429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358174 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -18284292.000000 Penalty: 1169.868164
	Iteration 41Q: 3 clusters Score -1.828429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358173 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -18284296.000000 Penalty: 1169.868164
	Iteration 42Q: 3 clusters Score -1.82843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358173 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -18284296.000000 Penalty: 1169.868164
	Iteration 43F: 3 clusters Score -1.82843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109629 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 24790 members 
Mstep: Class 13 contains 358173 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
Score: -28357460.000000 Penalty: 12120.199219
Splitting cluster 13 changes total score from -28320332.000000 to -28357460.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 17 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -274681.375000 Penalty: 396.944031
	Iteration 0F: 2 clusters Score -274681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -270549.718750 Penalty: 793.888062
	Iteration 0F: 3 clusters Score -270549.7 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -272106.687500 Penalty: 793.888062
	Iteration 1F: 3 clusters Score -272106.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -272227.843750 Penalty: 793.888062
	Iteration 2F: 3 clusters Score -272227.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -272345.875000 Penalty: 793.888062
	Iteration 3Q: 3 clusters Score -272345.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -272485.375000 Penalty: 793.888062
	Iteration 4F: 3 clusters Score -272485.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -272674.531250 Penalty: 793.888062
	Iteration 5F: 3 clusters Score -272674.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -272944.531250 Penalty: 793.888062
	Iteration 6F: 3 clusters Score -272944.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -273319.218750 Penalty: 793.888062
	Iteration 7F: 3 clusters Score -273319.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -273776.968750 Penalty: 793.888062
	Iteration 8F: 3 clusters Score -273777 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -274132.750000 Penalty: 793.888062
	Iteration 9F: 3 clusters Score -274132.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -274279.656250 Penalty: 793.888062
	Iteration 10Q: 3 clusters Score -274279.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -274359.875000 Penalty: 793.888062
	Iteration 11Q: 3 clusters Score -274359.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -274418.843750 Penalty: 793.888062
	Iteration 12Q: 3 clusters Score -274418.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -274440.968750 Penalty: 793.888062
	Iteration 13Q: 3 clusters Score -274441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -274459.093750 Penalty: 793.888062
	Iteration 14Q: 3 clusters Score -274459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -274467.093750 Penalty: 793.888062
	Iteration 15Q: 3 clusters Score -274467.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -274478.906250 Penalty: 793.888062
	Iteration 16Q: 3 clusters Score -274478.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -274488.781250 Penalty: 793.888062
	Iteration 17Q: 3 clusters Score -274488.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -274502.125000 Penalty: 793.888062
	Iteration 18Q: 3 clusters Score -274502.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -274527.343750 Penalty: 793.888062
	Iteration 19Q: 3 clusters Score -274527.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -274556.156250 Penalty: 793.888062
	Iteration 20F: 3 clusters Score -274556.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -274572.062500 Penalty: 793.888062
	Iteration 21Q: 3 clusters Score -274572.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -274583.875000 Penalty: 793.888062
	Iteration 22Q: 3 clusters Score -274583.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -274594.625000 Penalty: 793.888062
	Iteration 23Q: 3 clusters Score -274594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -274604.468750 Penalty: 793.888062
	Iteration 24Q: 3 clusters Score -274604.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -274622.625000 Penalty: 793.888062
	Iteration 25Q: 3 clusters Score -274622.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -274637.406250 Penalty: 793.888062
	Iteration 26Q: 3 clusters Score -274637.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -274650.062500 Penalty: 793.888062
	Iteration 27Q: 3 clusters Score -274650.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -274663.375000 Penalty: 793.888062
	Iteration 28Q: 3 clusters Score -274663.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -274669.375000 Penalty: 793.888062
	Iteration 29Q: 3 clusters Score -274669.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -274673.250000 Penalty: 793.888062
	Iteration 30Q: 3 clusters Score -274673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -274676.125000 Penalty: 793.888062
	Iteration 31Q: 3 clusters Score -274676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -274677.812500 Penalty: 793.888062
	Iteration 32Q: 3 clusters Score -274677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -274677.593750 Penalty: 793.888062
	Iteration 33Q: 3 clusters Score -274677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -274678.187500 Penalty: 793.888062
	Iteration 34Q: 3 clusters Score -274678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -274679.218750 Penalty: 793.888062
	Iteration 35Q: 3 clusters Score -274679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -274683.750000 Penalty: 793.888062
	Iteration 36F: 3 clusters Score -274683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -274684.406250 Penalty: 793.888062
	Iteration 37Q: 3 clusters Score -274684.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -274684.406250 Penalty: 793.888062
	Iteration 38F: 3 clusters Score -274684.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109629 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 24790 members 
Mstep: Class 13 contains 358173 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 1479 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
Score: -28357178.000000 Penalty: 12726.208984
Splitting cluster 17 changes total score from -28320332.000000 to -28357178.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 18 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -53763.226562 Penalty: 332.110016
	Iteration 0F: 2 clusters Score -53763.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -52854.917969 Penalty: 664.220032
	Iteration 0F: 3 clusters Score -52854.92 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -54663.449219 Penalty: 664.220032
	Iteration 1F: 3 clusters Score -54663.45 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -55203.539062 Penalty: 664.220032
	Iteration 2F: 3 clusters Score -55203.54 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55489.171875 Penalty: 664.220032
	Iteration 3F: 3 clusters Score -55489.17 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -55728.105469 Penalty: 664.220032
	Iteration 4F: 3 clusters Score -55728.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -55981.410156 Penalty: 664.220032
	Iteration 5Q: 3 clusters Score -55981.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -56075.039062 Penalty: 664.220032
	Iteration 6Q: 3 clusters Score -56075.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -56081.566406 Penalty: 664.220032
	Iteration 7Q: 3 clusters Score -56081.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -56083.128906 Penalty: 664.220032
	Iteration 8Q: 3 clusters Score -56083.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -56083.968750 Penalty: 664.220032
	Iteration 9Q: 3 clusters Score -56083.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -56084.199219 Penalty: 664.220032
	Iteration 10Q: 3 clusters Score -56084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -56084.796875 Penalty: 664.220032
	Iteration 11Q: 3 clusters Score -56084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -56084.796875 Penalty: 664.220032
	Iteration 12F: 3 clusters Score -56084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109629 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 24790 members 
Mstep: Class 13 contains 358173 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
Score: -28359220.000000 Penalty: 13332.218750
Splitting cluster 18 changes total score from -28320332.000000 to -28359220.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9633.312500 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9633.312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9348.268555 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9348.269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9407.313477 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9407.313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9428.513672 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9428.514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9432.796875 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9432.797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9432.796875 Penalty: 485.715973
	Iteration 4F: 3 clusters Score -9432.797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -22039.423828 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -22039.42 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 271 members 
Entering Unmasked Estep 
Score: -21524.585938 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -21524.59 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21802.931641 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -21802.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22017.484375 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -22017.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22269.695312 Penalty: 574.697571
	Iteration 3F: 3 clusters Score -22269.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22334.648438 Penalty: 574.697571
	Iteration 4F: 3 clusters Score -22334.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22357.281250 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -22357.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22375.619141 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -22375.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22397.828125 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -22397.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22436.660156 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -22436.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22472.486328 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -22472.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22494.207031 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -22494.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22509.283203 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -22509.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22517.029297 Penalty: 574.697571
	Iteration 12Q: 3 clusters Score -22517.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22523.697266 Penalty: 574.697571
	Iteration 13Q: 3 clusters Score -22523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22528.744141 Penalty: 574.697571
	Iteration 14Q: 3 clusters Score -22528.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22532.937500 Penalty: 574.697571
	Iteration 15Q: 3 clusters Score -22532.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22534.916016 Penalty: 574.697571
	Iteration 16Q: 3 clusters Score -22534.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22536.488281 Penalty: 574.697571
	Iteration 17Q: 3 clusters Score -22536.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22540.001953 Penalty: 574.697571
	Iteration 18Q: 3 clusters Score -22540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22541.097656 Penalty: 574.697571
	Iteration 19Q: 3 clusters Score -22541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22541.097656 Penalty: 574.697571
	Iteration 20F: 3 clusters Score -22541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109629 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 24790 members 
Mstep: Class 13 contains 358173 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 166 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
Score: -28359410.000000 Penalty: 13938.228516
Splitting cluster 20 changes total score from -28320332.000000 to -28359410.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 21 (8612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Entering Unmasked Estep 
Score: -445279.937500 Penalty: 412.271515
	Iteration 0F: 2 clusters Score -445279.9 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 4413 members 
Entering Unmasked Estep 
Score: -439602.281250 Penalty: 824.543030
	Iteration 0F: 3 clusters Score -439602.3 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -442156.468750 Penalty: 824.543030
	Iteration 1F: 3 clusters Score -442156.5 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -442831.625000 Penalty: 824.543030
	Iteration 2F: 3 clusters Score -442831.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -443653.625000 Penalty: 824.543030
	Iteration 3F: 3 clusters Score -443653.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -444330.375000 Penalty: 824.543030
	Iteration 4F: 3 clusters Score -444330.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -444708.062500 Penalty: 824.543030
	Iteration 5Q: 3 clusters Score -444708.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -444877.968750 Penalty: 824.543030
	Iteration 6Q: 3 clusters Score -444878 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -444947.562500 Penalty: 824.543030
	Iteration 7Q: 3 clusters Score -444947.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -444986.312500 Penalty: 824.543030
	Iteration 8Q: 3 clusters Score -444986.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -445008.093750 Penalty: 824.543030
	Iteration 9Q: 3 clusters Score -445008.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -445023.187500 Penalty: 824.543030
	Iteration 10Q: 3 clusters Score -445023.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -445036.125000 Penalty: 824.543030
	Iteration 11Q: 3 clusters Score -445036.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -445049.062500 Penalty: 824.543030
	Iteration 12Q: 3 clusters Score -445049.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -445054.250000 Penalty: 824.543030
	Iteration 13Q: 3 clusters Score -445054.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -445061.531250 Penalty: 824.543030
	Iteration 14Q: 3 clusters Score -445061.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -445068.093750 Penalty: 824.543030
	Iteration 15Q: 3 clusters Score -445068.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -445076.968750 Penalty: 824.543030
	Iteration 16Q: 3 clusters Score -445077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -445081.093750 Penalty: 824.543030
	Iteration 17Q: 3 clusters Score -445081.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -445085.156250 Penalty: 824.543030
	Iteration 18Q: 3 clusters Score -445085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -445086.562500 Penalty: 824.543030
	Iteration 19Q: 3 clusters Score -445086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -445087.406250 Penalty: 824.543030
	Iteration 20F: 3 clusters Score -445087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -445088.906250 Penalty: 824.543030
	Iteration 21Q: 3 clusters Score -445088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -445089.000000 Penalty: 824.543030
	Iteration 22Q: 3 clusters Score -445089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -445089.250000 Penalty: 824.543030
	Iteration 23Q: 3 clusters Score -445089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -445090.968750 Penalty: 824.543030
	Iteration 24Q: 3 clusters Score -445091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -445091.718750 Penalty: 824.543030
	Iteration 25Q: 3 clusters Score -445091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -445091.781250 Penalty: 824.543030
	Iteration 26Q: 3 clusters Score -445091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -445092.625000 Penalty: 824.543030
	Iteration 27Q: 3 clusters Score -445092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -445093.218750 Penalty: 824.543030
	Iteration 28Q: 3 clusters Score -445093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -445093.281250 Penalty: 824.543030
	Iteration 29Q: 3 clusters Score -445093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -445094.906250 Penalty: 824.543030
	Iteration 30Q: 3 clusters Score -445094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -445094.781250 Penalty: 824.543030
	Iteration 31Q: 3 clusters Score -445094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -445094.968750 Penalty: 824.543030
	Iteration 32Q: 3 clusters Score -445095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -445095.468750 Penalty: 824.543030
	Iteration 33Q: 3 clusters Score -445095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -445095.531250 Penalty: 824.543030
	Iteration 34Q: 3 clusters Score -445095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -445096.375000 Penalty: 824.543030
	Iteration 35Q: 3 clusters Score -445096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -445096.875000 Penalty: 824.543030
	Iteration 36Q: 3 clusters Score -445096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -445096.437500 Penalty: 824.543030
	Iteration 37Q: 3 clusters Score -445096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -445096.843750 Penalty: 824.543030
	Iteration 38Q: 3 clusters Score -445096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -445096.843750 Penalty: 824.543030
	Iteration 39F: 3 clusters Score -445096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -20396.333984 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -20396.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19959.025391 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -19959.03 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20076.611328 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -20076.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20102.468750 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -20102.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20118.730469 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -20118.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20131.253906 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -20131.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20144.609375 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -20144.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20153.742188 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -20153.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20157.898438 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -20157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20159.869141 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -20159.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20161.570312 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -20161.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20163.798828 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -20163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20166.800781 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -20166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20168.900391 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -20168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20169.871094 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -20169.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20169.871094 Penalty: 553.273926
	Iteration 14F: 3 clusters Score -20169.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (74970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Entering Unmasked Estep 
Score: -3517839.000000 Penalty: 510.730347
	Iteration 0F: 2 clusters Score -3517839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -3467368.000000 Penalty: 1021.460693
	Iteration 0F: 3 clusters Score -3467368 nChanged 36434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -3489190.000000 Penalty: 1021.460693
	Iteration 1F: 3 clusters Score -3489190 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -3489873.000000 Penalty: 1021.460693
	Iteration 2Q: 3 clusters Score -3489873 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -3490638.500000 Penalty: 1021.460693
	Iteration 3Q: 3 clusters Score -3490638 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -3491466.250000 Penalty: 1021.460693
	Iteration 4Q: 3 clusters Score -3491466 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -3492448.250000 Penalty: 1021.460693
	Iteration 5Q: 3 clusters Score -3492448 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -3493715.000000 Penalty: 1021.460693
	Iteration 6Q: 3 clusters Score -3493715 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3495394.500000 Penalty: 1021.460693
	Iteration 7Q: 3 clusters Score -3495394 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3497772.250000 Penalty: 1021.460693
	Iteration 8F: 3 clusters Score -3497772 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3500737.000000 Penalty: 1021.460693
	Iteration 9F: 3 clusters Score -3500737 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3503351.500000 Penalty: 1021.460693
	Iteration 10F: 3 clusters Score -3503352 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3504845.500000 Penalty: 1021.460693
	Iteration 11Q: 3 clusters Score -3504846 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3505551.250000 Penalty: 1021.460693
	Iteration 12Q: 3 clusters Score -3505551 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3506078.750000 Penalty: 1021.460693
	Iteration 13Q: 3 clusters Score -3506079 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3506563.250000 Penalty: 1021.460693
	Iteration 14Q: 3 clusters Score -3506563 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3507066.000000 Penalty: 1021.460693
	Iteration 15Q: 3 clusters Score -3507066 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3507690.000000 Penalty: 1021.460693
	Iteration 16Q: 3 clusters Score -3507690 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3508387.000000 Penalty: 1021.460693
	Iteration 17Q: 3 clusters Score -3508387 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3509180.250000 Penalty: 1021.460693
	Iteration 18Q: 3 clusters Score -3509180 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3510069.000000 Penalty: 1021.460693
	Iteration 19Q: 3 clusters Score -3510069 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3511010.500000 Penalty: 1021.460693
	Iteration 20F: 3 clusters Score -3511010 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3512044.500000 Penalty: 1021.460693
	Iteration 21Q: 3 clusters Score -3512044 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3513096.500000 Penalty: 1021.460693
	Iteration 22Q: 3 clusters Score -3513096 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3514075.750000 Penalty: 1021.460693
	Iteration 23Q: 3 clusters Score -3514076 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3514895.750000 Penalty: 1021.460693
	Iteration 24Q: 3 clusters Score -3514896 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3515650.750000 Penalty: 1021.460693
	Iteration 25Q: 3 clusters Score -3515651 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3516281.500000 Penalty: 1021.460693
	Iteration 26Q: 3 clusters Score -3516282 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3516716.250000 Penalty: 1021.460693
	Iteration 27Q: 3 clusters Score -3516716 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3516993.750000 Penalty: 1021.460693
	Iteration 28Q: 3 clusters Score -3516994 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3517151.000000 Penalty: 1021.460693
	Iteration 29Q: 3 clusters Score -3517151 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3517265.000000 Penalty: 1021.460693
	Iteration 30Q: 3 clusters Score -3517265 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3517340.000000 Penalty: 1021.460693
	Iteration 31Q: 3 clusters Score -3517340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3517373.500000 Penalty: 1021.460693
	Iteration 32Q: 3 clusters Score -3517374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3517410.000000 Penalty: 1021.460693
	Iteration 33Q: 3 clusters Score -3517410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3517428.250000 Penalty: 1021.460693
	Iteration 34Q: 3 clusters Score -3517428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3517437.500000 Penalty: 1021.460693
	Iteration 35Q: 3 clusters Score -3517438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3517450.000000 Penalty: 1021.460693
	Iteration 36Q: 3 clusters Score -3517450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3517462.500000 Penalty: 1021.460693
	Iteration 37Q: 3 clusters Score -3517462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3517471.000000 Penalty: 1021.460693
	Iteration 38Q: 3 clusters Score -3517471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3517488.500000 Penalty: 1021.460693
	Iteration 39Q: 3 clusters Score -3517488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3517500.750000 Penalty: 1021.460693
	Iteration 40F: 3 clusters Score -3517501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3517508.750000 Penalty: 1021.460693
	Iteration 41Q: 3 clusters Score -3517509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3517511.500000 Penalty: 1021.460693
	Iteration 42Q: 3 clusters Score -3517512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3517514.750000 Penalty: 1021.460693
	Iteration 43Q: 3 clusters Score -3517515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3517519.500000 Penalty: 1021.460693
	Iteration 44Q: 3 clusters Score -3517520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3517518.250000 Penalty: 1021.460693
	Iteration 45Q: 3 clusters Score -3517518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3517519.500000 Penalty: 1021.460693
	Iteration 46Q: 3 clusters Score -3517520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3517520.750000 Penalty: 1021.460693
	Iteration 47Q: 3 clusters Score -3517521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3517522.000000 Penalty: 1021.460693
	Iteration 48Q: 3 clusters Score -3517522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3517520.250000 Penalty: 1021.460693
	Iteration 49Q: 3 clusters Score -3517520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3517521.000000 Penalty: 1021.460693
	Iteration 50Q: 3 clusters Score -3517521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3517519.750000 Penalty: 1021.460693
	Iteration 51Q: 3 clusters Score -3517520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3517522.500000 Penalty: 1021.460693
	Iteration 52Q: 3 clusters Score -3517522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3517521.500000 Penalty: 1021.460693
	Iteration 53Q: 3 clusters Score -3517522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3517521.500000 Penalty: 1021.460693
	Iteration 54F: 3 clusters Score -3517522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 13049 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 13 contains 358173 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 166 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 74970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28361328.000000 Penalty: 13938.228516
Iteration 39Q: 24 clusters Score -2.836133e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 107816 members 
Mstep: Class 3 contains 1578 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 12991 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 24810 members 
Mstep: Class 13 contains 363631 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 456 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 185 members 
Mstep: Class 21 contains 8341 members 
Mstep: Class 22 contains 426 members 
Mstep: Class 24 contains 71462 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 24 clusters Score -2.836181e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 107245 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 12928 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 1728 members 
Mstep: Class 11 contains 463 members 
Mstep: Class 12 contains 25026 members 
Mstep: Class 13 contains 365897 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 207 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 9008 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 24 contains 68597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 24 clusters Score -2.836253e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 106834 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 12831 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 461 members 
Mstep: Class 12 contains 25294 members 
Mstep: Class 13 contains 367589 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 5892 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 209 members 
Mstep: Class 21 contains 9846 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 24 contains 66077 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 24 clusters Score -2.836276e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 106553 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1062 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 12697 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 465 members 
Mstep: Class 12 contains 25590 members 
Mstep: Class 13 contains 368695 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 10828 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 24 contains 63947 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 24 clusters Score -2.8363e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 106293 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 1035 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 25898 members 
Mstep: Class 13 contains 369431 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 11864 members 
Mstep: Class 22 contains 356 members 
Mstep: Class 24 contains 62099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28363066.000000 Penalty: 13938.228516
Iteration 44Q: 24 clusters Score -2.836307e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 106122 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 1006 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 12402 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 476 members 
Mstep: Class 12 contains 26214 members 
Mstep: Class 13 contains 369882 members 
Mstep: Class 14 contains 340 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 12957 members 
Mstep: Class 22 contains 344 members 
Mstep: Class 24 contains 60426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28363366.000000 Penalty: 13938.228516
Iteration 45Q: 24 clusters Score -2.836337e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 105994 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 990 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 12252 members 
Mstep: Class 9 contains 2058 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 26533 members 
Mstep: Class 13 contains 370123 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 5672 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 14035 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 24 contains 58961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28363894.000000 Penalty: 13938.228516
Iteration 46Q: 24 clusters Score -2.836389e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 105926 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 963 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 12115 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 478 members 
Mstep: Class 12 contains 26824 members 
Mstep: Class 13 contains 370187 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 5622 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 15104 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 24 contains 57686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28364330.000000 Penalty: 13938.228516
Iteration 47Q: 24 clusters Score -2.836433e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 105898 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 1987 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 11929 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 477 members 
Mstep: Class 12 contains 27109 members 
Mstep: Class 13 contains 370224 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 5576 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 16092 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 24 contains 56562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28364756.000000 Penalty: 13938.228516
Iteration 48Q: 24 clusters Score -2.836476e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 105886 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 11711 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 27409 members 
Mstep: Class 13 contains 370171 members 
Mstep: Class 14 contains 371 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 994 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 17017 members 
Mstep: Class 22 contains 325 members 
Mstep: Class 24 contains 55607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28365416.000000 Penalty: 13938.228516
Iteration 49Q: 24 clusters Score -2.836542e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 105899 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 11478 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 27706 members 
Mstep: Class 13 contains 370145 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 5487 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 17815 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 24 contains 54754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28365926.000000 Penalty: 13938.228516
Iteration 50Q: 24 clusters Score -2.836593e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 105931 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 11260 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 2609 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 27992 members 
Mstep: Class 13 contains 370057 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1009 members 
Mstep: Class 17 contains 5442 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 18571 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 24 contains 53991 members 
Entering Unmasked Estep 
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Score: -28366330.000000 Penalty: 13938.228516
Iteration 51Q: 24 clusters Score -2.836633e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 105983 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 28228 members 
Mstep: Class 13 contains 369879 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1009 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 19270 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 24 contains 53404 members 
Entering Unmasked Estep 
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Iteration 52Q: 24 clusters Score -2.836683e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 106027 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 28439 members 
Mstep: Class 13 contains 369683 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1011 members 
Mstep: Class 17 contains 5358 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 19966 members 
Mstep: Class 22 contains 348 members 
Mstep: Class 24 contains 52872 members 
Entering Unmasked Estep 
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Score: -28367300.000000 Penalty: 13938.228516
Iteration 53Q: 24 clusters Score -2.83673e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 106082 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 10660 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 459 members 
Mstep: Class 12 contains 28610 members 
Mstep: Class 13 contains 369510 members 
Mstep: Class 14 contains 416 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1005 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 20620 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 24 contains 52380 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 24 clusters Score -2.836769e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 106137 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 28766 members 
Mstep: Class 13 contains 369292 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 5279 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 21226 members 
Mstep: Class 22 contains 367 members 
Mstep: Class 24 contains 51985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 24 clusters Score -2.836815e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 106214 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 10297 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 2632 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 28903 members 
Mstep: Class 13 contains 369132 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 5238 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 21784 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 24 contains 51582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28368602.000000 Penalty: 13938.228516
Iteration 56Q: 24 clusters Score -2.83686e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 106288 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 10125 members 
Mstep: Class 9 contains 2043 members 
Mstep: Class 10 contains 2642 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 29006 members 
Mstep: Class 13 contains 368997 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 5193 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 22295 members 
Mstep: Class 22 contains 382 members 
Mstep: Class 24 contains 51227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28368806.000000 Penalty: 13938.228516
Iteration 57Q: 24 clusters Score -2.836881e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 106334 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9974 members 
Mstep: Class 9 contains 2043 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 29112 members 
Mstep: Class 13 contains 368879 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 22754 members 
Mstep: Class 22 contains 382 members 
Mstep: Class 24 contains 50924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28369108.000000 Penalty: 13938.228516
Iteration 58Q: 24 clusters Score -2.836911e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 106378 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 865 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9825 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 2647 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 29210 members 
Mstep: Class 13 contains 368738 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1012 members 
Mstep: Class 17 contains 5096 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 23185 members 
Mstep: Class 22 contains 383 members 
Mstep: Class 24 contains 50669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28369408.000000 Penalty: 13938.228516
Iteration 59Q: 24 clusters Score -2.836941e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 106421 members 
Mstep: Class 3 contains 1640 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9698 members 
Mstep: Class 9 contains 2043 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 29305 members 
Mstep: Class 13 contains 368566 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1022 members 
Mstep: Class 17 contains 5048 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 23598 members 
Mstep: Class 22 contains 388 members 
Mstep: Class 24 contains 50451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28369884.000000 Penalty: 13938.228516
Iteration 60F: 24 clusters Score -2.836988e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 106476 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9566 members 
Mstep: Class 9 contains 2043 members 
Mstep: Class 10 contains 2632 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 29406 members 
Mstep: Class 13 contains 368051 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1019 members 
Mstep: Class 17 contains 5007 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 24 contains 50224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28370516.000000 Penalty: 13938.228516
Iteration 61Q: 24 clusters Score -2.837052e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 106538 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9446 members 
Mstep: Class 9 contains 2043 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 29490 members 
Mstep: Class 13 contains 367648 members 
Mstep: Class 14 contains 470 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1022 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 25027 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 24 contains 49981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28370964.000000 Penalty: 13938.228516
Iteration 62Q: 24 clusters Score -2.837096e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 106592 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 837 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9337 members 
Mstep: Class 9 contains 2043 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 29578 members 
Mstep: Class 13 contains 367251 members 
Mstep: Class 14 contains 473 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1029 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 25651 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 24 contains 49760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28371440.000000 Penalty: 13938.228516
Iteration 63Q: 24 clusters Score -2.837144e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 106621 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 829 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9236 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 29657 members 
Mstep: Class 13 contains 366844 members 
Mstep: Class 14 contains 474 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1045 members 
Mstep: Class 17 contains 4887 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 26272 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 24 contains 49576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28371792.000000 Penalty: 13938.228516
Iteration 64Q: 24 clusters Score -2.837179e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 106663 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 825 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9152 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 29732 members 
Mstep: Class 13 contains 366405 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1055 members 
Mstep: Class 17 contains 4841 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 26884 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 24 contains 49421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28372208.000000 Penalty: 13938.228516
Iteration 65Q: 24 clusters Score -2.837221e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 106704 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 820 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 9056 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 29806 members 
Mstep: Class 13 contains 366071 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 27424 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 24 contains 49247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28372374.000000 Penalty: 13938.228516
Iteration 66Q: 24 clusters Score -2.837237e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 106743 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 815 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 439 members 
Mstep: Class 12 contains 29882 members 
Mstep: Class 13 contains 365776 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1071 members 
Mstep: Class 17 contains 4787 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 27917 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 24 contains 49100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28372676.000000 Penalty: 13938.228516
Iteration 67Q: 24 clusters Score -2.837268e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 106788 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8801 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 29958 members 
Mstep: Class 13 contains 365518 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1075 members 
Mstep: Class 17 contains 4766 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 28336 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 24 contains 48970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28372906.000000 Penalty: 13938.228516
Iteration 68Q: 24 clusters Score -2.837291e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 106810 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8698 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 30028 members 
Mstep: Class 13 contains 365295 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1076 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 28746 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 24 contains 48829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28373050.000000 Penalty: 13938.228516
Iteration 69Q: 24 clusters Score -2.837305e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 106831 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 30102 members 
Mstep: Class 13 contains 365027 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1076 members 
Mstep: Class 17 contains 4728 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 29159 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 24 contains 48710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28373174.000000 Penalty: 13938.228516
Iteration 70Q: 24 clusters Score -2.837317e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 106861 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 804 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8523 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 30167 members 
Mstep: Class 13 contains 364755 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1082 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 29567 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 24 contains 48602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28373404.000000 Penalty: 13938.228516
Iteration 71Q: 24 clusters Score -2.83734e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 106890 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8434 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 30233 members 
Mstep: Class 13 contains 364505 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 4699 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 29929 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 24 contains 48516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28373570.000000 Penalty: 13938.228516
Iteration 72Q: 24 clusters Score -2.837357e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 106935 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 797 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8341 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 30277 members 
Mstep: Class 13 contains 364288 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1086 members 
Mstep: Class 17 contains 4685 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 30246 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 24 contains 48444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28373798.000000 Penalty: 13938.228516
Iteration 73Q: 24 clusters Score -2.83738e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 106988 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 792 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8243 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 30315 members 
Mstep: Class 13 contains 364096 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1089 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 30526 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 24 contains 48386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28373966.000000 Penalty: 13938.228516
Iteration 74Q: 24 clusters Score -2.837397e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107040 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 791 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8156 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 30354 members 
Mstep: Class 13 contains 363903 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1091 members 
Mstep: Class 17 contains 4658 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 30785 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 24 contains 48339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28374208.000000 Penalty: 13938.228516
Iteration 75Q: 24 clusters Score -2.837421e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107071 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 8080 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 30388 members 
Mstep: Class 13 contains 363750 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1090 members 
Mstep: Class 17 contains 4645 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 31025 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 24 contains 48289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28374324.000000 Penalty: 13938.228516
Iteration 76Q: 24 clusters Score -2.837432e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107099 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 7997 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 30427 members 
Mstep: Class 13 contains 363611 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1094 members 
Mstep: Class 17 contains 4638 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 31241 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 24 contains 48242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28374366.000000 Penalty: 13938.228516
Iteration 77Q: 24 clusters Score -2.837437e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107123 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 7906 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 30458 members 
Mstep: Class 13 contains 363530 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1095 members 
Mstep: Class 17 contains 4627 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 31422 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 24 contains 48201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28374412.000000 Penalty: 13938.228516
Iteration 78Q: 24 clusters Score -2.837441e+07 nChanged 493
Entering ConstructFrom: 
Score: -28374412.000000 Penalty: 13938.228516
Entering ConstructFrom: 
Trying to split cluster 1 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -37995.035156 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -37995.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37319.460938 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -37319.46 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37497.890625 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -37497.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37546.253906 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -37546.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37579.191406 Penalty: 605.057556
	Iteration 3F: 3 clusters Score -37579.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37609.832031 Penalty: 605.057556
	Iteration 4F: 3 clusters Score -37609.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -37626.648438 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -37626.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -37635.140625 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -37635.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37638.015625 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -37638.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37641.105469 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -37641.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -37643.308594 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -37643.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37646.500000 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -37646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37650.675781 Penalty: 605.057556
	Iteration 11Q: 3 clusters Score -37650.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -37653.433594 Penalty: 605.057556
	Iteration 12Q: 3 clusters Score -37653.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37654.261719 Penalty: 605.057556
	Iteration 13Q: 3 clusters Score -37654.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -37655.222656 Penalty: 605.057556
	Iteration 14Q: 3 clusters Score -37655.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37656.144531 Penalty: 605.057556
	Iteration 15Q: 3 clusters Score -37656.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37656.605469 Penalty: 605.057556
	Iteration 16Q: 3 clusters Score -37656.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37657.949219 Penalty: 605.057556
	Iteration 17Q: 3 clusters Score -37657.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37659.113281 Penalty: 605.057556
	Iteration 18Q: 3 clusters Score -37659.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37660.941406 Penalty: 605.057556
	Iteration 19Q: 3 clusters Score -37660.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -37662.082031 Penalty: 605.057556
	Iteration 20F: 3 clusters Score -37662.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -37663.062500 Penalty: 605.057556
	Iteration 21Q: 3 clusters Score -37663.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -37663.738281 Penalty: 605.057556
	Iteration 22Q: 3 clusters Score -37663.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -37663.871094 Penalty: 605.057556
	Iteration 23Q: 3 clusters Score -37663.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -37664.039062 Penalty: 605.057556
	Iteration 24Q: 3 clusters Score -37664.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -37664.250000 Penalty: 605.057556
	Iteration 25Q: 3 clusters Score -37664.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -37664.250000 Penalty: 605.057556
	Iteration 26F: 3 clusters Score -37664.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Entering Unmasked Estep 
Score: -5251642.500000 Penalty: 526.978577
	Iteration 0F: 2 clusters Score -5251642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -5179288.500000 Penalty: 1053.957153
	Iteration 0F: 3 clusters Score -5179288 nChanged 52248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -5214200.000000 Penalty: 1053.957153
	Iteration 1F: 3 clusters Score -5214200 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5216746.000000 Penalty: 1053.957153
	Iteration 2F: 3 clusters Score -5216746 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5219590.000000 Penalty: 1053.957153
	Iteration 3F: 3 clusters Score -5219590 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -5223099.000000 Penalty: 1053.957153
	Iteration 4F: 3 clusters Score -5223099 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76859 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -5227001.000000 Penalty: 1053.957153
	Iteration 5F: 3 clusters Score -5227001 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -5231256.500000 Penalty: 1053.957153
	Iteration 6F: 3 clusters Score -5231256 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -5235760.000000 Penalty: 1053.957153
	Iteration 7F: 3 clusters Score -5235760 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -5240235.500000 Penalty: 1053.957153
	Iteration 8F: 3 clusters Score -5240236 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -5244184.500000 Penalty: 1053.957153
	Iteration 9Q: 3 clusters Score -5244184 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -5247641.500000 Penalty: 1053.957153
	Iteration 10Q: 3 clusters Score -5247642 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105452 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5249780.500000 Penalty: 1053.957153
	Iteration 11Q: 3 clusters Score -5249780 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5250694.500000 Penalty: 1053.957153
	Iteration 12Q: 3 clusters Score -5250694 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5250981.000000 Penalty: 1053.957153
	Iteration 13Q: 3 clusters Score -5250981 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5251084.500000 Penalty: 1053.957153
	Iteration 14Q: 3 clusters Score -5251084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5251149.000000 Penalty: 1053.957153
	Iteration 15Q: 3 clusters Score -5251149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107061 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5251168.000000 Penalty: 1053.957153
	Iteration 16Q: 3 clusters Score -5251168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5251186.500000 Penalty: 1053.957153
	Iteration 17Q: 3 clusters Score -5251186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5251195.500000 Penalty: 1053.957153
	Iteration 18Q: 3 clusters Score -5251196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5251199.000000 Penalty: 1053.957153
	Iteration 19Q: 3 clusters Score -5251199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5251203.000000 Penalty: 1053.957153
	Iteration 20F: 3 clusters Score -5251203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5251208.000000 Penalty: 1053.957153
	Iteration 21Q: 3 clusters Score -5251208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5251208.000000 Penalty: 1053.957153
	Iteration 22F: 3 clusters Score -5251208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -79075.242188 Penalty: 336.056213
	Iteration 0F: 2 clusters Score -79075.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -77862.679688 Penalty: 672.112427
	Iteration 0F: 3 clusters Score -77862.68 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -78255.750000 Penalty: 672.112427
	Iteration 1F: 3 clusters Score -78255.75 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -78326.843750 Penalty: 672.112427
	Iteration 2F: 3 clusters Score -78326.84 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -78375.585938 Penalty: 672.112427
	Iteration 3F: 3 clusters Score -78375.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -78429.828125 Penalty: 672.112427
	Iteration 4Q: 3 clusters Score -78429.83 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -78494.890625 Penalty: 672.112427
	Iteration 5Q: 3 clusters Score -78494.89 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -78558.273438 Penalty: 672.112427
	Iteration 6F: 3 clusters Score -78558.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -78609.687500 Penalty: 672.112427
	Iteration 7Q: 3 clusters Score -78609.69 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -78672.992188 Penalty: 672.112427
	Iteration 8Q: 3 clusters Score -78672.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -78728.187500 Penalty: 672.112427
	Iteration 9Q: 3 clusters Score -78728.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -78755.429688 Penalty: 672.112427
	Iteration 10Q: 3 clusters Score -78755.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -78771.250000 Penalty: 672.112427
	Iteration 11Q: 3 clusters Score -78771.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -78781.031250 Penalty: 672.112427
	Iteration 12Q: 3 clusters Score -78781.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -78785.429688 Penalty: 672.112427
	Iteration 13Q: 3 clusters Score -78785.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -78791.453125 Penalty: 672.112427
	Iteration 14Q: 3 clusters Score -78791.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -78795.648438 Penalty: 672.112427
	Iteration 15Q: 3 clusters Score -78795.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -78798.023438 Penalty: 672.112427
	Iteration 16Q: 3 clusters Score -78798.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -78802.148438 Penalty: 672.112427
	Iteration 17Q: 3 clusters Score -78802.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -78809.023438 Penalty: 672.112427
	Iteration 18Q: 3 clusters Score -78809.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -78813.765625 Penalty: 672.112427
	Iteration 19Q: 3 clusters Score -78813.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -78814.164062 Penalty: 672.112427
	Iteration 20F: 3 clusters Score -78814.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -35182.289062 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -35182.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34509.632812 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -34509.63 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34656.863281 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -34656.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34686.183594 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -34686.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34717.832031 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -34717.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34749.160156 Penalty: 606.345093
	Iteration 4F: 3 clusters Score -34749.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34782.976562 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -34782.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34813.027344 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -34813.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34855.378906 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -34855.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34895.332031 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -34895.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34924.042969 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -34924.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34935.062500 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -34935.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34940.046875 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -34940.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34943.453125 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -34943.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34943.859375 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -34943.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34944.468750 Penalty: 606.345093
	Iteration 14Q: 3 clusters Score -34944.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34944.574219 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -34944.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34944.574219 Penalty: 606.345093
	Iteration 16F: 3 clusters Score -34944.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -13513.225586 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -13513.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13166.498047 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -13166.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13325.249023 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -13325.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13379.948242 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -13379.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13418.828125 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -13418.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13446.610352 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -13446.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -13467.494141 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -13467.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -13474.577148 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -13474.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -13476.608398 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -13476.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -13476.608398 Penalty: 527.164246
	Iteration 8F: 3 clusters Score -13476.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -100480.054688 Penalty: 347.274231
	Iteration 0F: 2 clusters Score -100480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -99007.875000 Penalty: 694.548462
	Iteration 0F: 3 clusters Score -99007.88 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -99479.890625 Penalty: 694.548462
	Iteration 1F: 3 clusters Score -99479.89 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -99551.093750 Penalty: 694.548462
	Iteration 2F: 3 clusters Score -99551.09 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -99626.226562 Penalty: 694.548462
	Iteration 3F: 3 clusters Score -99626.23 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -99685.367188 Penalty: 694.548462
	Iteration 4F: 3 clusters Score -99685.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -99739.500000 Penalty: 694.548462
	Iteration 5Q: 3 clusters Score -99739.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -99787.726562 Penalty: 694.548462
	Iteration 6Q: 3 clusters Score -99787.73 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -99851.242188 Penalty: 694.548462
	Iteration 7Q: 3 clusters Score -99851.24 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -99894.656250 Penalty: 694.548462
	Iteration 8Q: 3 clusters Score -99894.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -99922.984375 Penalty: 694.548462
	Iteration 9Q: 3 clusters Score -99922.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -99948.960938 Penalty: 694.548462
	Iteration 10Q: 3 clusters Score -99948.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -99987.039062 Penalty: 694.548462
	Iteration 11Q: 3 clusters Score -99987.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -100033.054688 Penalty: 694.548462
	Iteration 12Q: 3 clusters Score -100033.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -100066.828125 Penalty: 694.548462
	Iteration 13Q: 3 clusters Score -100066.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -100099.562500 Penalty: 694.548462
	Iteration 14Q: 3 clusters Score -100099.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -100127.195312 Penalty: 694.548462
	Iteration 15Q: 3 clusters Score -100127.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -100150.210938 Penalty: 694.548462
	Iteration 16Q: 3 clusters Score -100150.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -100163.367188 Penalty: 694.548462
	Iteration 17Q: 3 clusters Score -100163.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -100186.914062 Penalty: 694.548462
	Iteration 18Q: 3 clusters Score -100186.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -100214.750000 Penalty: 694.548462
	Iteration 19Q: 3 clusters Score -100214.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -100238.015625 Penalty: 694.548462
	Iteration 20F: 3 clusters Score -100238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -100249.953125 Penalty: 694.548462
	Iteration 21Q: 3 clusters Score -100250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -100257.289062 Penalty: 694.548462
	Iteration 22Q: 3 clusters Score -100257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -100258.890625 Penalty: 694.548462
	Iteration 23Q: 3 clusters Score -100258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -100261.742188 Penalty: 694.548462
	Iteration 24Q: 3 clusters Score -100261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -100263.500000 Penalty: 694.548462
	Iteration 25Q: 3 clusters Score -100263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -100263.828125 Penalty: 694.548462
	Iteration 26Q: 3 clusters Score -100263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -100263.929688 Penalty: 694.548462
	Iteration 27Q: 3 clusters Score -100263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -100264.296875 Penalty: 694.548462
	Iteration 28Q: 3 clusters Score -100264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -100265.164062 Penalty: 694.548462
	Iteration 29Q: 3 clusters Score -100265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -100265.078125 Penalty: 694.548462
	Iteration 30Q: 3 clusters Score -100265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -100265.453125 Penalty: 694.548462
	Iteration 31Q: 3 clusters Score -100265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -100265.703125 Penalty: 694.548462
	Iteration 32Q: 3 clusters Score -100265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -100265.703125 Penalty: 694.548462
	Iteration 33F: 3 clusters Score -100265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -35112.031250 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -35112.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34413.425781 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -34413.43 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34999.039062 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -34999.04 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35287.625000 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -35287.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35408.265625 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -35408.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35461.859375 Penalty: 620.422607
	Iteration 4Q: 3 clusters Score -35461.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35502.250000 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -35502.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35580.246094 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -35580.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -35614.277344 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -35614.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -35635.640625 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -35635.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -35658.914062 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -35658.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35689.675781 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -35689.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35712.820312 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -35712.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -35718.839844 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -35718.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35729.050781 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -35729.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -35732.937500 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -35732.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35734.128906 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -35734.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35734.542969 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -35734.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35734.640625 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -35734.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35734.640625 Penalty: 620.422607
	Iteration 18F: 3 clusters Score -35734.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107146 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 30488 members 
Mstep: Class 13 contains 363447 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 31591 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 48162 members 
Entering Unmasked Estep 
Score: -28374818.000000 Penalty: 14544.239258
Splitting cluster 7 changes total score from -28374412.000000 to -28374818.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (7820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Entering Unmasked Estep 
Score: -361071.031250 Penalty: 407.881989
	Iteration 0F: 2 clusters Score -361071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -355858.687500 Penalty: 815.763977
	Iteration 0F: 3 clusters Score -355858.7 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -357853.437500 Penalty: 815.763977
	Iteration 1F: 3 clusters Score -357853.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -358004.500000 Penalty: 815.763977
	Iteration 2F: 3 clusters Score -358004.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -358134.187500 Penalty: 815.763977
	Iteration 3Q: 3 clusters Score -358134.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -358291.531250 Penalty: 815.763977
	Iteration 4Q: 3 clusters Score -358291.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -358483.656250 Penalty: 815.763977
	Iteration 5Q: 3 clusters Score -358483.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -358728.218750 Penalty: 815.763977
	Iteration 6Q: 3 clusters Score -358728.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -358996.812500 Penalty: 815.763977
	Iteration 7Q: 3 clusters Score -358996.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -359218.656250 Penalty: 815.763977
	Iteration 8Q: 3 clusters Score -359218.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -359372.625000 Penalty: 815.763977
	Iteration 9Q: 3 clusters Score -359372.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -359456.375000 Penalty: 815.763977
	Iteration 10Q: 3 clusters Score -359456.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -359505.625000 Penalty: 815.763977
	Iteration 11Q: 3 clusters Score -359505.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -359539.562500 Penalty: 815.763977
	Iteration 12Q: 3 clusters Score -359539.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -359571.187500 Penalty: 815.763977
	Iteration 13Q: 3 clusters Score -359571.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -359604.656250 Penalty: 815.763977
	Iteration 14Q: 3 clusters Score -359604.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -359649.312500 Penalty: 815.763977
	Iteration 15Q: 3 clusters Score -359649.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -359702.718750 Penalty: 815.763977
	Iteration 16Q: 3 clusters Score -359702.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -359764.593750 Penalty: 815.763977
	Iteration 17Q: 3 clusters Score -359764.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -359834.000000 Penalty: 815.763977
	Iteration 18Q: 3 clusters Score -359834 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -359901.156250 Penalty: 815.763977
	Iteration 19Q: 3 clusters Score -359901.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -359980.937500 Penalty: 815.763977
	Iteration 20F: 3 clusters Score -359980.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -360060.593750 Penalty: 815.763977
	Iteration 21Q: 3 clusters Score -360060.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -360160.125000 Penalty: 815.763977
	Iteration 22Q: 3 clusters Score -360160.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -360241.750000 Penalty: 815.763977
	Iteration 23Q: 3 clusters Score -360241.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -360300.125000 Penalty: 815.763977
	Iteration 24Q: 3 clusters Score -360300.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -360379.968750 Penalty: 815.763977
	Iteration 25Q: 3 clusters Score -360380 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -360477.656250 Penalty: 815.763977
	Iteration 26Q: 3 clusters Score -360477.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -360547.468750 Penalty: 815.763977
	Iteration 27Q: 3 clusters Score -360547.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -360597.625000 Penalty: 815.763977
	Iteration 28Q: 3 clusters Score -360597.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -360636.343750 Penalty: 815.763977
	Iteration 29Q: 3 clusters Score -360636.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -360663.343750 Penalty: 815.763977
	Iteration 30Q: 3 clusters Score -360663.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -360688.406250 Penalty: 815.763977
	Iteration 31Q: 3 clusters Score -360688.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -360704.031250 Penalty: 815.763977
	Iteration 32Q: 3 clusters Score -360704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -360717.218750 Penalty: 815.763977
	Iteration 33Q: 3 clusters Score -360717.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -360724.906250 Penalty: 815.763977
	Iteration 34Q: 3 clusters Score -360724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -360725.906250 Penalty: 815.763977
	Iteration 35Q: 3 clusters Score -360725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -360727.468750 Penalty: 815.763977
	Iteration 36Q: 3 clusters Score -360727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -360732.937500 Penalty: 815.763977
	Iteration 37Q: 3 clusters Score -360732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -360733.718750 Penalty: 815.763977
	Iteration 38Q: 3 clusters Score -360733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -360735.468750 Penalty: 815.763977
	Iteration 39Q: 3 clusters Score -360735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -360736.625000 Penalty: 815.763977
	Iteration 40F: 3 clusters Score -360736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -360738.062500 Penalty: 815.763977
	Iteration 41Q: 3 clusters Score -360738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -360738.062500 Penalty: 815.763977
	Iteration 42F: 3 clusters Score -360738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -99589.804688 Penalty: 346.697449
	Iteration 0F: 2 clusters Score -99589.8 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 1032 members 
Entering Unmasked Estep 
Score: -98124.484375 Penalty: 693.394897
	Iteration 0F: 3 clusters Score -98124.48 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -98581.820312 Penalty: 693.394897
	Iteration 1F: 3 clusters Score -98581.82 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -98650.523438 Penalty: 693.394897
	Iteration 2F: 3 clusters Score -98650.52 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -98690.843750 Penalty: 693.394897
	Iteration 3F: 3 clusters Score -98690.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -98716.039062 Penalty: 693.394897
	Iteration 4Q: 3 clusters Score -98716.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -98733.320312 Penalty: 693.394897
	Iteration 5Q: 3 clusters Score -98733.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -98748.585938 Penalty: 693.394897
	Iteration 6Q: 3 clusters Score -98748.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -98762.718750 Penalty: 693.394897
	Iteration 7Q: 3 clusters Score -98762.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -98781.257812 Penalty: 693.394897
	Iteration 8Q: 3 clusters Score -98781.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -98802.757812 Penalty: 693.394897
	Iteration 9Q: 3 clusters Score -98802.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -98821.320312 Penalty: 693.394897
	Iteration 10Q: 3 clusters Score -98821.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -98837.921875 Penalty: 693.394897
	Iteration 11Q: 3 clusters Score -98837.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -98860.218750 Penalty: 693.394897
	Iteration 12Q: 3 clusters Score -98860.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -98885.351562 Penalty: 693.394897
	Iteration 13Q: 3 clusters Score -98885.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -98906.515625 Penalty: 693.394897
	Iteration 14Q: 3 clusters Score -98906.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -98933.375000 Penalty: 693.394897
	Iteration 15Q: 3 clusters Score -98933.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -98963.140625 Penalty: 693.394897
	Iteration 16Q: 3 clusters Score -98963.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -98988.171875 Penalty: 693.394897
	Iteration 17Q: 3 clusters Score -98988.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -99009.796875 Penalty: 693.394897
	Iteration 18Q: 3 clusters Score -99009.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -99035.078125 Penalty: 693.394897
	Iteration 19Q: 3 clusters Score -99035.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -99055.695312 Penalty: 693.394897
	Iteration 20F: 3 clusters Score -99055.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -99068.093750 Penalty: 693.394897
	Iteration 21Q: 3 clusters Score -99068.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -99074.750000 Penalty: 693.394897
	Iteration 22Q: 3 clusters Score -99074.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -99079.937500 Penalty: 693.394897
	Iteration 23Q: 3 clusters Score -99079.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -99088.296875 Penalty: 693.394897
	Iteration 24Q: 3 clusters Score -99088.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -99100.945312 Penalty: 693.394897
	Iteration 25Q: 3 clusters Score -99100.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -99110.812500 Penalty: 693.394897
	Iteration 26Q: 3 clusters Score -99110.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -99115.898438 Penalty: 693.394897
	Iteration 27Q: 3 clusters Score -99115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -99120.500000 Penalty: 693.394897
	Iteration 28Q: 3 clusters Score -99120.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -99129.703125 Penalty: 693.394897
	Iteration 29Q: 3 clusters Score -99129.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -99138.023438 Penalty: 693.394897
	Iteration 30Q: 3 clusters Score -99138.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -99144.921875 Penalty: 693.394897
	Iteration 31Q: 3 clusters Score -99144.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -99149.617188 Penalty: 693.394897
	Iteration 32Q: 3 clusters Score -99149.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -99152.921875 Penalty: 693.394897
	Iteration 33Q: 3 clusters Score -99152.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -99155.085938 Penalty: 693.394897
	Iteration 34Q: 3 clusters Score -99155.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -99157.171875 Penalty: 693.394897
	Iteration 35Q: 3 clusters Score -99157.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -99161.148438 Penalty: 693.394897
	Iteration 36Q: 3 clusters Score -99161.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -99163.531250 Penalty: 693.394897
	Iteration 37Q: 3 clusters Score -99163.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -99166.484375 Penalty: 693.394897
	Iteration 38Q: 3 clusters Score -99166.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -99170.859375 Penalty: 693.394897
	Iteration 39Q: 3 clusters Score -99170.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -99175.656250 Penalty: 693.394897
	Iteration 40F: 3 clusters Score -99175.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -99181.078125 Penalty: 693.394897
	Iteration 41Q: 3 clusters Score -99181.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -99186.414062 Penalty: 693.394897
	Iteration 42Q: 3 clusters Score -99186.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -99192.960938 Penalty: 693.394897
	Iteration 43Q: 3 clusters Score -99192.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -99197.539062 Penalty: 693.394897
	Iteration 44Q: 3 clusters Score -99197.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -99201.234375 Penalty: 693.394897
	Iteration 45Q: 3 clusters Score -99201.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -99202.523438 Penalty: 693.394897
	Iteration 46Q: 3 clusters Score -99202.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -99204.914062 Penalty: 693.394897
	Iteration 47Q: 3 clusters Score -99204.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -99207.226562 Penalty: 693.394897
	Iteration 48Q: 3 clusters Score -99207.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -99208.687500 Penalty: 693.394897
	Iteration 49Q: 3 clusters Score -99208.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -99211.992188 Penalty: 693.394897
	Iteration 50Q: 3 clusters Score -99211.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -99214.000000 Penalty: 693.394897
	Iteration 51Q: 3 clusters Score -99214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -99216.562500 Penalty: 693.394897
	Iteration 52Q: 3 clusters Score -99216.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -99219.750000 Penalty: 693.394897
	Iteration 53Q: 3 clusters Score -99219.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -99226.960938 Penalty: 693.394897
	Iteration 54Q: 3 clusters Score -99226.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -99232.007812 Penalty: 693.394897
	Iteration 55Q: 3 clusters Score -99232.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -99235.484375 Penalty: 693.394897
	Iteration 56Q: 3 clusters Score -99235.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -99237.273438 Penalty: 693.394897
	Iteration 57Q: 3 clusters Score -99237.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -99238.070312 Penalty: 693.394897
	Iteration 58Q: 3 clusters Score -99238.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -99238.820312 Penalty: 693.394897
	Iteration 59Q: 3 clusters Score -99238.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -99239.515625 Penalty: 693.394897
	Iteration 60F: 3 clusters Score -99239.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -99239.554688 Penalty: 693.394897
	Iteration 61Q: 3 clusters Score -99239.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -99239.632812 Penalty: 693.394897
	Iteration 62Q: 3 clusters Score -99239.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -99240.898438 Penalty: 693.394897
	Iteration 63Q: 3 clusters Score -99240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -99241.757812 Penalty: 693.394897
	Iteration 64Q: 3 clusters Score -99241.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -99242.531250 Penalty: 693.394897
	Iteration 65Q: 3 clusters Score -99242.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -99244.875000 Penalty: 693.394897
	Iteration 66Q: 3 clusters Score -99244.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -99251.789062 Penalty: 693.394897
	Iteration 67Q: 3 clusters Score -99251.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -99256.140625 Penalty: 693.394897
	Iteration 68Q: 3 clusters Score -99256.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -99262.921875 Penalty: 693.394897
	Iteration 69Q: 3 clusters Score -99262.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -99267.359375 Penalty: 693.394897
	Iteration 70Q: 3 clusters Score -99267.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -99269.500000 Penalty: 693.394897
	Iteration 71Q: 3 clusters Score -99269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -99271.382812 Penalty: 693.394897
	Iteration 72Q: 3 clusters Score -99271.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -99272.140625 Penalty: 693.394897
	Iteration 73Q: 3 clusters Score -99272.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -99279.687500 Penalty: 693.394897
	Iteration 74Q: 3 clusters Score -99279.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -99285.171875 Penalty: 693.394897
	Iteration 75Q: 3 clusters Score -99285.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -99286.695312 Penalty: 693.394897
	Iteration 76Q: 3 clusters Score -99286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -99293.929688 Penalty: 693.394897
	Iteration 77Q: 3 clusters Score -99293.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -99296.296875 Penalty: 693.394897
	Iteration 78Q: 3 clusters Score -99296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -99296.296875 Penalty: 693.394897
	Iteration 79F: 3 clusters Score -99296.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -107493.054688 Penalty: 354.288116
	Iteration 0F: 2 clusters Score -107493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -105776.804688 Penalty: 708.576233
	Iteration 0F: 3 clusters Score -105776.8 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -106375.226562 Penalty: 708.576233
	Iteration 1F: 3 clusters Score -106375.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -106458.601562 Penalty: 708.576233
	Iteration 2F: 3 clusters Score -106458.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -106516.539062 Penalty: 708.576233
	Iteration 3F: 3 clusters Score -106516.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -106570.351562 Penalty: 708.576233
	Iteration 4Q: 3 clusters Score -106570.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -106634.484375 Penalty: 708.576233
	Iteration 5Q: 3 clusters Score -106634.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -106690.445312 Penalty: 708.576233
	Iteration 6Q: 3 clusters Score -106690.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -106731.218750 Penalty: 708.576233
	Iteration 7Q: 3 clusters Score -106731.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -106772.898438 Penalty: 708.576233
	Iteration 8Q: 3 clusters Score -106772.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -106818.789062 Penalty: 708.576233
	Iteration 9Q: 3 clusters Score -106818.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -106863.281250 Penalty: 708.576233
	Iteration 10Q: 3 clusters Score -106863.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -106897.296875 Penalty: 708.576233
	Iteration 11Q: 3 clusters Score -106897.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -106925.132812 Penalty: 708.576233
	Iteration 12Q: 3 clusters Score -106925.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -106958.125000 Penalty: 708.576233
	Iteration 13Q: 3 clusters Score -106958.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -106984.343750 Penalty: 708.576233
	Iteration 14Q: 3 clusters Score -106984.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -107006.523438 Penalty: 708.576233
	Iteration 15Q: 3 clusters Score -107006.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -107028.820312 Penalty: 708.576233
	Iteration 16Q: 3 clusters Score -107028.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -107055.718750 Penalty: 708.576233
	Iteration 17Q: 3 clusters Score -107055.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -107078.914062 Penalty: 708.576233
	Iteration 18Q: 3 clusters Score -107078.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -107094.835938 Penalty: 708.576233
	Iteration 19Q: 3 clusters Score -107094.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -107101.656250 Penalty: 708.576233
	Iteration 20F: 3 clusters Score -107101.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -107107.062500 Penalty: 708.576233
	Iteration 21Q: 3 clusters Score -107107.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -107115.304688 Penalty: 708.576233
	Iteration 22Q: 3 clusters Score -107115.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -107121.195312 Penalty: 708.576233
	Iteration 23Q: 3 clusters Score -107121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -107123.695312 Penalty: 708.576233
	Iteration 24Q: 3 clusters Score -107123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -107127.609375 Penalty: 708.576233
	Iteration 25Q: 3 clusters Score -107127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -107131.085938 Penalty: 708.576233
	Iteration 26Q: 3 clusters Score -107131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -107133.656250 Penalty: 708.576233
	Iteration 27Q: 3 clusters Score -107133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -107136.648438 Penalty: 708.576233
	Iteration 28Q: 3 clusters Score -107136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -107138.820312 Penalty: 708.576233
	Iteration 29Q: 3 clusters Score -107138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -107142.078125 Penalty: 708.576233
	Iteration 30Q: 3 clusters Score -107142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -107145.765625 Penalty: 708.576233
	Iteration 31Q: 3 clusters Score -107145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -107147.562500 Penalty: 708.576233
	Iteration 32Q: 3 clusters Score -107147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -107147.531250 Penalty: 708.576233
	Iteration 33Q: 3 clusters Score -107147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -107147.531250 Penalty: 708.576233
	Iteration 34F: 3 clusters Score -107147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -18640.197266 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -18640.2 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 209 members 
Entering Unmasked Estep 
Score: -18194.992188 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -18194.99 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18316.033203 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -18316.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18360.228516 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -18360.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18387.033203 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -18387.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18413.482422 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -18413.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18430.802734 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -18430.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18446.951172 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -18446.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18455.628906 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -18455.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18460.900391 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -18460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18461.341797 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -18461.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18462.949219 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -18462.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18462.949219 Penalty: 554.309204
	Iteration 11F: 3 clusters Score -18462.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Entering Unmasked Estep 
Score: -1536073.125000 Penalty: 469.791534
	Iteration 0F: 2 clusters Score -1536073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1515730.250000 Penalty: 939.583069
	Iteration 0F: 3 clusters Score -1515730 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1523963.000000 Penalty: 939.583069
	Iteration 1F: 3 clusters Score -1523963 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1524494.000000 Penalty: 939.583069
	Iteration 2Q: 3 clusters Score -1524494 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1525308.125000 Penalty: 939.583069
	Iteration 3F: 3 clusters Score -1525308 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1526472.750000 Penalty: 939.583069
	Iteration 4F: 3 clusters Score -1526473 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -1528193.500000 Penalty: 939.583069
	Iteration 5F: 3 clusters Score -1528194 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -1530498.000000 Penalty: 939.583069
	Iteration 6F: 3 clusters Score -1530498 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -1532905.625000 Penalty: 939.583069
	Iteration 7F: 3 clusters Score -1532906 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -1534569.250000 Penalty: 939.583069
	Iteration 8F: 3 clusters Score -1534569 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -1535297.500000 Penalty: 939.583069
	Iteration 9Q: 3 clusters Score -1535298 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -1535530.875000 Penalty: 939.583069
	Iteration 10Q: 3 clusters Score -1535531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -1535611.375000 Penalty: 939.583069
	Iteration 11Q: 3 clusters Score -1535611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -1535645.750000 Penalty: 939.583069
	Iteration 12Q: 3 clusters Score -1535646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -1535665.250000 Penalty: 939.583069
	Iteration 13Q: 3 clusters Score -1535665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -1535672.500000 Penalty: 939.583069
	Iteration 14Q: 3 clusters Score -1535672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -1535678.500000 Penalty: 939.583069
	Iteration 15Q: 3 clusters Score -1535678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -1535681.125000 Penalty: 939.583069
	Iteration 16Q: 3 clusters Score -1535681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -1535683.125000 Penalty: 939.583069
	Iteration 17Q: 3 clusters Score -1535683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -1535689.000000 Penalty: 939.583069
	Iteration 18Q: 3 clusters Score -1535689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -1535695.500000 Penalty: 939.583069
	Iteration 19Q: 3 clusters Score -1535696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -1535696.625000 Penalty: 939.583069
	Iteration 20F: 3 clusters Score -1535697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (363447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363447 members 
Entering Unmasked Estep 
Score: -17333218.000000 Penalty: 582.554199
	Iteration 0F: 2 clusters Score -1.733322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 181512 members 
Entering Unmasked Estep 
Score: -17100478.000000 Penalty: 1165.108398
	Iteration 0F: 3 clusters Score -1.710048e+07 nChanged 179748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183697 members 
Mstep: Class 2 contains 179750 members 
Entering Unmasked Estep 
Score: -17219072.000000 Penalty: 1165.108398
	Iteration 1F: 3 clusters Score -1.721907e+07 nChanged 19569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183768 members 
Mstep: Class 2 contains 179679 members 
Entering Unmasked Estep 
Score: -17229248.000000 Penalty: 1165.108398
	Iteration 2F: 3 clusters Score -1.722925e+07 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185334 members 
Mstep: Class 2 contains 178113 members 
Entering Unmasked Estep 
Score: -17242924.000000 Penalty: 1165.108398
	Iteration 3F: 3 clusters Score -1.724292e+07 nChanged 23373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189827 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -17259256.000000 Penalty: 1165.108398
	Iteration 4F: 3 clusters Score -1.725926e+07 nChanged 23850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197463 members 
Mstep: Class 2 contains 165984 members 
Entering Unmasked Estep 
Score: -17275896.000000 Penalty: 1165.108398
	Iteration 5F: 3 clusters Score -1.72759e+07 nChanged 22081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207612 members 
Mstep: Class 2 contains 155835 members 
Entering Unmasked Estep 
Score: -17290032.000000 Penalty: 1165.108398
	Iteration 6F: 3 clusters Score -1.729003e+07 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218287 members 
Mstep: Class 2 contains 145160 members 
Entering Unmasked Estep 
Score: -17300072.000000 Penalty: 1165.108398
	Iteration 7Q: 3 clusters Score -1.730007e+07 nChanged 14025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228150 members 
Mstep: Class 2 contains 135297 members 
Entering Unmasked Estep 
Score: -17306850.000000 Penalty: 1165.108398
	Iteration 8Q: 3 clusters Score -1.730685e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237323 members 
Mstep: Class 2 contains 126124 members 
Entering Unmasked Estep 
Score: -17311788.000000 Penalty: 1165.108398
	Iteration 9Q: 3 clusters Score -1.731179e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246031 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -17316520.000000 Penalty: 1165.108398
	Iteration 10Q: 3 clusters Score -1.731652e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254295 members 
Mstep: Class 2 contains 109152 members 
Entering Unmasked Estep 
Score: -17320612.000000 Penalty: 1165.108398
	Iteration 11Q: 3 clusters Score -1.732061e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262086 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -17324524.000000 Penalty: 1165.108398
	Iteration 12Q: 3 clusters Score -1.732452e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269537 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -17328040.000000 Penalty: 1165.108398
	Iteration 13Q: 3 clusters Score -1.732804e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276533 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -17331368.000000 Penalty: 1165.108398
	Iteration 14Q: 3 clusters Score -1.733137e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282911 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -17333880.000000 Penalty: 1165.108398
	Iteration 15Q: 3 clusters Score -1.733388e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288787 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -17337074.000000 Penalty: 1165.108398
	Iteration 16Q: 3 clusters Score -1.733707e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294369 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -17340452.000000 Penalty: 1165.108398
	Iteration 17Q: 3 clusters Score -1.734045e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299587 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -17343290.000000 Penalty: 1165.108398
	Iteration 18Q: 3 clusters Score -1.734329e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304376 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -17345348.000000 Penalty: 1165.108398
	Iteration 19Q: 3 clusters Score -1.734535e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308623 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -17346618.000000 Penalty: 1165.108398
	Iteration 20F: 3 clusters Score -1.734662e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312428 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -17347526.000000 Penalty: 1165.108398
	Iteration 21Q: 3 clusters Score -1.734753e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315832 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -17348006.000000 Penalty: 1165.108398
	Iteration 22Q: 3 clusters Score -1.734801e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318800 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -17348280.000000 Penalty: 1165.108398
	Iteration 23Q: 3 clusters Score -1.734828e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321340 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -17348022.000000 Penalty: 1165.108398
	Iteration 24Q: 3 clusters Score -1.734802e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323487 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -17347786.000000 Penalty: 1165.108398
	Iteration 25Q: 3 clusters Score -1.734779e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325251 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -17347584.000000 Penalty: 1165.108398
	Iteration 26Q: 3 clusters Score -1.734758e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326769 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -17347540.000000 Penalty: 1165.108398
	Iteration 27Q: 3 clusters Score -1.734754e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328105 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -17347440.000000 Penalty: 1165.108398
	Iteration 28Q: 3 clusters Score -1.734744e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329299 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -17347324.000000 Penalty: 1165.108398
	Iteration 29Q: 3 clusters Score -1.734732e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330355 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -17347242.000000 Penalty: 1165.108398
	Iteration 30Q: 3 clusters Score -1.734724e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331346 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -17347034.000000 Penalty: 1165.108398
	Iteration 31Q: 3 clusters Score -1.734703e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332285 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -17346906.000000 Penalty: 1165.108398
	Iteration 32Q: 3 clusters Score -1.734691e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333113 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -17346796.000000 Penalty: 1165.108398
	Iteration 33Q: 3 clusters Score -1.73468e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333790 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -17346632.000000 Penalty: 1165.108398
	Iteration 34Q: 3 clusters Score -1.734663e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334406 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -17346514.000000 Penalty: 1165.108398
	Iteration 35Q: 3 clusters Score -1.734651e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334962 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -17346428.000000 Penalty: 1165.108398
	Iteration 36Q: 3 clusters Score -1.734643e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335493 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -17346312.000000 Penalty: 1165.108398
	Iteration 37Q: 3 clusters Score -1.734631e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335995 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -17346194.000000 Penalty: 1165.108398
	Iteration 38Q: 3 clusters Score -1.734619e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336510 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -17346118.000000 Penalty: 1165.108398
	Iteration 39Q: 3 clusters Score -1.734612e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336970 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -17346062.000000 Penalty: 1165.108398
	Iteration 40F: 3 clusters Score -1.734606e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337345 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -17346014.000000 Penalty: 1165.108398
	Iteration 41Q: 3 clusters Score -1.734601e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337714 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -17345926.000000 Penalty: 1165.108398
	Iteration 42Q: 3 clusters Score -1.734593e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338038 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -17345842.000000 Penalty: 1165.108398
	Iteration 43Q: 3 clusters Score -1.734584e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338325 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -17345748.000000 Penalty: 1165.108398
	Iteration 44Q: 3 clusters Score -1.734575e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338577 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -17345704.000000 Penalty: 1165.108398
	Iteration 45Q: 3 clusters Score -1.73457e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338807 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -17345640.000000 Penalty: 1165.108398
	Iteration 46Q: 3 clusters Score -1.734564e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339013 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -17345566.000000 Penalty: 1165.108398
	Iteration 47Q: 3 clusters Score -1.734557e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339205 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -17345510.000000 Penalty: 1165.108398
	Iteration 48Q: 3 clusters Score -1.734551e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339371 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -17345488.000000 Penalty: 1165.108398
	Iteration 49Q: 3 clusters Score -1.734549e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339520 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -17345514.000000 Penalty: 1165.108398
	Iteration 50Q: 3 clusters Score -1.734551e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339656 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -17345484.000000 Penalty: 1165.108398
	Iteration 51Q: 3 clusters Score -1.734548e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339769 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -17345444.000000 Penalty: 1165.108398
	Iteration 52Q: 3 clusters Score -1.734544e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339879 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -17345372.000000 Penalty: 1165.108398
	Iteration 53Q: 3 clusters Score -1.734537e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339976 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -17345360.000000 Penalty: 1165.108398
	Iteration 54Q: 3 clusters Score -1.734536e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340060 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -17345350.000000 Penalty: 1165.108398
	Iteration 55Q: 3 clusters Score -1.734535e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340135 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -17345336.000000 Penalty: 1165.108398
	Iteration 56Q: 3 clusters Score -1.734534e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340209 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -17345332.000000 Penalty: 1165.108398
	Iteration 57Q: 3 clusters Score -1.734533e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340288 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -17345306.000000 Penalty: 1165.108398
	Iteration 58Q: 3 clusters Score -1.734531e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340338 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -17345286.000000 Penalty: 1165.108398
	Iteration 59Q: 3 clusters Score -1.734529e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340389 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -17345258.000000 Penalty: 1165.108398
	Iteration 60F: 3 clusters Score -1.734526e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340446 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -17345264.000000 Penalty: 1165.108398
	Iteration 61Q: 3 clusters Score -1.734526e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340513 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -17345226.000000 Penalty: 1165.108398
	Iteration 62Q: 3 clusters Score -1.734523e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340573 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -17345204.000000 Penalty: 1165.108398
	Iteration 63Q: 3 clusters Score -1.73452e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340619 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -17345194.000000 Penalty: 1165.108398
	Iteration 64Q: 3 clusters Score -1.734519e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340665 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -17345192.000000 Penalty: 1165.108398
	Iteration 65Q: 3 clusters Score -1.734519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340714 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -17345176.000000 Penalty: 1165.108398
	Iteration 66Q: 3 clusters Score -1.734518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340758 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -17345186.000000 Penalty: 1165.108398
	Iteration 67Q: 3 clusters Score -1.734519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340794 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -17345172.000000 Penalty: 1165.108398
	Iteration 68Q: 3 clusters Score -1.734517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340824 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -17345160.000000 Penalty: 1165.108398
	Iteration 69Q: 3 clusters Score -1.734516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340859 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -17345134.000000 Penalty: 1165.108398
	Iteration 70Q: 3 clusters Score -1.734513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340882 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -17345142.000000 Penalty: 1165.108398
	Iteration 71Q: 3 clusters Score -1.734514e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340907 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -17345138.000000 Penalty: 1165.108398
	Iteration 72Q: 3 clusters Score -1.734514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340924 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -17345146.000000 Penalty: 1165.108398
	Iteration 73Q: 3 clusters Score -1.734515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340941 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -17345132.000000 Penalty: 1165.108398
	Iteration 74Q: 3 clusters Score -1.734513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340952 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -17345132.000000 Penalty: 1165.108398
	Iteration 75Q: 3 clusters Score -1.734513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340958 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -17345126.000000 Penalty: 1165.108398
	Iteration 76Q: 3 clusters Score -1.734513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340965 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -17345126.000000 Penalty: 1165.108398
	Iteration 77Q: 3 clusters Score -1.734513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340969 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -17345128.000000 Penalty: 1165.108398
	Iteration 78Q: 3 clusters Score -1.734513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340972 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -17345130.000000 Penalty: 1165.108398
	Iteration 79Q: 3 clusters Score -1.734513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340974 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -17345126.000000 Penalty: 1165.108398
	Iteration 80F: 3 clusters Score -1.734513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340976 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -17345132.000000 Penalty: 1165.108398
	Iteration 81Q: 3 clusters Score -1.734513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340977 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -17345126.000000 Penalty: 1165.108398
	Iteration 82Q: 3 clusters Score -1.734513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340981 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -17345120.000000 Penalty: 1165.108398
	Iteration 83Q: 3 clusters Score -1.734512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340989 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -17345124.000000 Penalty: 1165.108398
	Iteration 84Q: 3 clusters Score -1.734512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340992 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -17345126.000000 Penalty: 1165.108398
	Iteration 85Q: 3 clusters Score -1.734513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340993 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -17345126.000000 Penalty: 1165.108398
	Iteration 86Q: 3 clusters Score -1.734513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340993 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -17345126.000000 Penalty: 1165.108398
	Iteration 87F: 3 clusters Score -1.734513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107146 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 30488 members 
Mstep: Class 13 contains 340993 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 31591 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 48162 members 
Mstep: Class 25 contains 22454 members 
Entering Unmasked Estep 
Score: -28386454.000000 Penalty: 15150.249023
Splitting cluster 13 changes total score from -28374412.000000 to -28386454.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -23499.738281 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -23499.74 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 264 members 
Entering Unmasked Estep 
Score: -22994.300781 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -22994.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23098.529297 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -23098.53 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23126.316406 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -23126.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23137.714844 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -23137.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23146.412109 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -23146.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23156.560547 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -23156.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23162.363281 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -23162.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23166.777344 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -23166.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23167.695312 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -23167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23169.115234 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -23169.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23170.628906 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -23170.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23172.007812 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -23172.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23172.623047 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -23172.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23172.623047 Penalty: 569.969238
	Iteration 13F: 3 clusters Score -23172.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -31372.228516 Penalty: 306.639801
	Iteration 0F: 2 clusters Score -31372.23 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 413 members 
Entering Unmasked Estep 
Score: -30741.794922 Penalty: 613.279602
	Iteration 0F: 3 clusters Score -30741.79 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -31373.169922 Penalty: 613.279602
	Iteration 1F: 3 clusters Score -31373.17 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -31744.861328 Penalty: 613.279602
	Iteration 2F: 3 clusters Score -31744.86 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -32061.925781 Penalty: 613.279602
	Iteration 3F: 3 clusters Score -32061.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -32268.236328 Penalty: 613.279602
	Iteration 4F: 3 clusters Score -32268.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32363.734375 Penalty: 613.279602
	Iteration 5Q: 3 clusters Score -32363.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -32406.603516 Penalty: 613.279602
	Iteration 6Q: 3 clusters Score -32406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -32412.914062 Penalty: 613.279602
	Iteration 7Q: 3 clusters Score -32412.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -32413.095703 Penalty: 613.279602
	Iteration 8Q: 3 clusters Score -32413.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -32413.095703 Penalty: 613.279602
	Iteration 9F: 3 clusters Score -32413.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107146 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 30488 members 
Mstep: Class 13 contains 340993 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 31591 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 48162 members 
Mstep: Class 25 contains 22454 members 
Mstep: Class 26 contains 575 members 
Entering Unmasked Estep 
Score: -28387188.000000 Penalty: 15756.258789
Splitting cluster 15 changes total score from -28374412.000000 to -28387188.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -48475.820312 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -48475.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -47598.777344 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -47598.78 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -47866.484375 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -47866.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -47923.976562 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -47923.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -47997.425781 Penalty: 637.030396
	Iteration 3F: 3 clusters Score -47997.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -48058.007812 Penalty: 637.030396
	Iteration 4F: 3 clusters Score -48058.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -48095.902344 Penalty: 637.030396
	Iteration 5F: 3 clusters Score -48095.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -48128.753906 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -48128.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -48146.332031 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -48146.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -48159.636719 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -48159.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -48169.894531 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -48169.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -48177.593750 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -48177.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -48188.066406 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -48188.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -48199.253906 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -48199.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -48211.386719 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -48211.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -48228.015625 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -48228.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -48242.906250 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -48242.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -48254.085938 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -48254.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -48271.003906 Penalty: 637.030396
	Iteration 17Q: 3 clusters Score -48271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -48279.847656 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -48279.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -48286.523438 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -48286.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -48289.058594 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -48289.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -48291.464844 Penalty: 637.030396
	Iteration 21Q: 3 clusters Score -48291.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -48292.664062 Penalty: 637.030396
	Iteration 22Q: 3 clusters Score -48292.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -48294.320312 Penalty: 637.030396
	Iteration 23Q: 3 clusters Score -48294.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -48302.390625 Penalty: 637.030396
	Iteration 24Q: 3 clusters Score -48302.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -48311.816406 Penalty: 637.030396
	Iteration 25Q: 3 clusters Score -48311.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -48322.335938 Penalty: 637.030396
	Iteration 26Q: 3 clusters Score -48322.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -48331.332031 Penalty: 637.030396
	Iteration 27Q: 3 clusters Score -48331.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -48342.062500 Penalty: 637.030396
	Iteration 28Q: 3 clusters Score -48342.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -48347.730469 Penalty: 637.030396
	Iteration 29Q: 3 clusters Score -48347.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -48349.226562 Penalty: 637.030396
	Iteration 30Q: 3 clusters Score -48349.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -48349.488281 Penalty: 637.030396
	Iteration 31Q: 3 clusters Score -48349.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -48349.488281 Penalty: 637.030396
	Iteration 32F: 3 clusters Score -48349.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -207795.343750 Penalty: 383.896393
	Iteration 0F: 2 clusters Score -207795.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -204654.546875 Penalty: 767.792786
	Iteration 0F: 3 clusters Score -204654.5 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -205837.953125 Penalty: 767.792786
	Iteration 1F: 3 clusters Score -205838 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -205992.375000 Penalty: 767.792786
	Iteration 2F: 3 clusters Score -205992.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -206181.140625 Penalty: 767.792786
	Iteration 3F: 3 clusters Score -206181.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -206410.078125 Penalty: 767.792786
	Iteration 4F: 3 clusters Score -206410.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -206726.343750 Penalty: 767.792786
	Iteration 5F: 3 clusters Score -206726.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -207119.812500 Penalty: 767.792786
	Iteration 6F: 3 clusters Score -207119.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -207447.640625 Penalty: 767.792786
	Iteration 7F: 3 clusters Score -207447.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -207575.437500 Penalty: 767.792786
	Iteration 8Q: 3 clusters Score -207575.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -207618.140625 Penalty: 767.792786
	Iteration 9Q: 3 clusters Score -207618.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -207636.703125 Penalty: 767.792786
	Iteration 10Q: 3 clusters Score -207636.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -207650.484375 Penalty: 767.792786
	Iteration 11Q: 3 clusters Score -207650.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -207656.859375 Penalty: 767.792786
	Iteration 12Q: 3 clusters Score -207656.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -207659.875000 Penalty: 767.792786
	Iteration 13Q: 3 clusters Score -207659.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -207662.093750 Penalty: 767.792786
	Iteration 14Q: 3 clusters Score -207662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -207663.765625 Penalty: 767.792786
	Iteration 15Q: 3 clusters Score -207663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -207664.484375 Penalty: 767.792786
	Iteration 16Q: 3 clusters Score -207664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -207664.859375 Penalty: 767.792786
	Iteration 17Q: 3 clusters Score -207664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -207665.375000 Penalty: 767.792786
	Iteration 18Q: 3 clusters Score -207665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -207665.656250 Penalty: 767.792786
	Iteration 19Q: 3 clusters Score -207665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -207665.656250 Penalty: 767.792786
	Iteration 20F: 3 clusters Score -207665.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -26021.939453 Penalty: 294.067841
	Iteration 0F: 2 clusters Score -26021.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25477.082031 Penalty: 588.135681
	Iteration 0F: 3 clusters Score -25477.08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25750.914062 Penalty: 588.135681
	Iteration 1F: 3 clusters Score -25750.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25868.089844 Penalty: 588.135681
	Iteration 2F: 3 clusters Score -25868.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25962.332031 Penalty: 588.135681
	Iteration 3F: 3 clusters Score -25962.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26089.847656 Penalty: 588.135681
	Iteration 4F: 3 clusters Score -26089.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26280.667969 Penalty: 588.135681
	Iteration 5F: 3 clusters Score -26280.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26417.570312 Penalty: 588.135681
	Iteration 6Q: 3 clusters Score -26417.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26598.191406 Penalty: 588.135681
	Iteration 7Q: 3 clusters Score -26598.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26625.222656 Penalty: 588.135681
	Iteration 8Q: 3 clusters Score -26625.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26631.212891 Penalty: 588.135681
	Iteration 9F: 3 clusters Score -26631.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26665.746094 Penalty: 588.135681
	Iteration 10Q: 3 clusters Score -26665.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26665.746094 Penalty: 588.135681
	Iteration 11F: 3 clusters Score -26665.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107146 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 30488 members 
Mstep: Class 13 contains 340993 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 31591 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 48162 members 
Mstep: Class 25 contains 22454 members 
Mstep: Class 26 contains 575 members 
Mstep: Class 27 contains 301 members 
Entering Unmasked Estep 
Score: -28387518.000000 Penalty: 16362.268555
Splitting cluster 18 changes total score from -28374412.000000 to -28387518.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9557.097656 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9557.098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9267.941406 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9267.941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9329.049805 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9329.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9346.700195 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9346.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9354.752930 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9354.753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9359.371094 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9359.371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9363.391602 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9363.392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9377.118164 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9377.118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9381.998047 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9381.998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9382.347656 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -9382.348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9382.347656 Penalty: 484.836731
	Iteration 9F: 3 clusters Score -9382.348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -8642.833008 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -8642.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8372.467773 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -8372.468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8448.967773 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -8448.968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8467.310547 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -8467.311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8473.551758 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -8473.552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8484.243164 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -8484.243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8488.608398 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -8488.608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8489.025391 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -8489.025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8489.475586 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -8489.476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8489.475586 Penalty: 488.303802
	Iteration 8F: 3 clusters Score -8489.476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Entering Unmasked Estep 
Score: -1593923.375000 Penalty: 471.408539
	Iteration 0F: 2 clusters Score -1593923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1572666.625000 Penalty: 942.817078
	Iteration 0F: 3 clusters Score -1572667 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1582317.000000 Penalty: 942.817078
	Iteration 1F: 3 clusters Score -1582317 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1583392.750000 Penalty: 942.817078
	Iteration 2F: 3 clusters Score -1583393 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1584948.250000 Penalty: 942.817078
	Iteration 3F: 3 clusters Score -1584948 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1587011.125000 Penalty: 942.817078
	Iteration 4F: 3 clusters Score -1587011 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1588940.375000 Penalty: 942.817078
	Iteration 5F: 3 clusters Score -1588940 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1589945.625000 Penalty: 942.817078
	Iteration 6F: 3 clusters Score -1589946 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1590350.375000 Penalty: 942.817078
	Iteration 7Q: 3 clusters Score -1590350 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1590525.750000 Penalty: 942.817078
	Iteration 8Q: 3 clusters Score -1590526 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1590638.500000 Penalty: 942.817078
	Iteration 9Q: 3 clusters Score -1590638 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1590751.375000 Penalty: 942.817078
	Iteration 10Q: 3 clusters Score -1590751 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1590824.125000 Penalty: 942.817078
	Iteration 11Q: 3 clusters Score -1590824 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1590899.625000 Penalty: 942.817078
	Iteration 12Q: 3 clusters Score -1590900 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1590962.625000 Penalty: 942.817078
	Iteration 13Q: 3 clusters Score -1590963 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1591028.625000 Penalty: 942.817078
	Iteration 14Q: 3 clusters Score -1591029 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1591081.625000 Penalty: 942.817078
	Iteration 15Q: 3 clusters Score -1591082 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1591131.125000 Penalty: 942.817078
	Iteration 16Q: 3 clusters Score -1591131 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1591189.500000 Penalty: 942.817078
	Iteration 17Q: 3 clusters Score -1591190 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1591231.375000 Penalty: 942.817078
	Iteration 18Q: 3 clusters Score -1591231 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1591283.000000 Penalty: 942.817078
	Iteration 19Q: 3 clusters Score -1591283 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1591334.625000 Penalty: 942.817078
	Iteration 20F: 3 clusters Score -1591335 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1591381.250000 Penalty: 942.817078
	Iteration 21Q: 3 clusters Score -1591381 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1591434.000000 Penalty: 942.817078
	Iteration 22Q: 3 clusters Score -1591434 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1591480.500000 Penalty: 942.817078
	Iteration 23Q: 3 clusters Score -1591480 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1591529.875000 Penalty: 942.817078
	Iteration 24Q: 3 clusters Score -1591530 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1591582.000000 Penalty: 942.817078
	Iteration 25Q: 3 clusters Score -1591582 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1591641.875000 Penalty: 942.817078
	Iteration 26Q: 3 clusters Score -1591642 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1591708.000000 Penalty: 942.817078
	Iteration 27Q: 3 clusters Score -1591708 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1591773.500000 Penalty: 942.817078
	Iteration 28Q: 3 clusters Score -1591774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1591839.375000 Penalty: 942.817078
	Iteration 29Q: 3 clusters Score -1591839 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1591912.000000 Penalty: 942.817078
	Iteration 30Q: 3 clusters Score -1591912 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1591975.750000 Penalty: 942.817078
	Iteration 31Q: 3 clusters Score -1591976 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1592056.125000 Penalty: 942.817078
	Iteration 32Q: 3 clusters Score -1592056 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1592151.875000 Penalty: 942.817078
	Iteration 33Q: 3 clusters Score -1592152 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1592223.375000 Penalty: 942.817078
	Iteration 34Q: 3 clusters Score -1592223 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1592304.125000 Penalty: 942.817078
	Iteration 35Q: 3 clusters Score -1592304 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1592370.250000 Penalty: 942.817078
	Iteration 36Q: 3 clusters Score -1592370 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1592428.875000 Penalty: 942.817078
	Iteration 37Q: 3 clusters Score -1592429 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1592490.375000 Penalty: 942.817078
	Iteration 38Q: 3 clusters Score -1592490 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1592547.500000 Penalty: 942.817078
	Iteration 39Q: 3 clusters Score -1592548 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1592613.750000 Penalty: 942.817078
	Iteration 40F: 3 clusters Score -1592614 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1592662.375000 Penalty: 942.817078
	Iteration 41Q: 3 clusters Score -1592662 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1592724.875000 Penalty: 942.817078
	Iteration 42Q: 3 clusters Score -1592725 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1592784.875000 Penalty: 942.817078
	Iteration 43Q: 3 clusters Score -1592785 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1592849.750000 Penalty: 942.817078
	Iteration 44Q: 3 clusters Score -1592850 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1592904.500000 Penalty: 942.817078
	Iteration 45Q: 3 clusters Score -1592904 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1592964.625000 Penalty: 942.817078
	Iteration 46Q: 3 clusters Score -1592965 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1593017.375000 Penalty: 942.817078
	Iteration 47Q: 3 clusters Score -1593017 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1593060.375000 Penalty: 942.817078
	Iteration 48Q: 3 clusters Score -1593060 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1593109.750000 Penalty: 942.817078
	Iteration 49Q: 3 clusters Score -1593110 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1593147.000000 Penalty: 942.817078
	Iteration 50Q: 3 clusters Score -1593147 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1593195.250000 Penalty: 942.817078
	Iteration 51Q: 3 clusters Score -1593195 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1593235.125000 Penalty: 942.817078
	Iteration 52Q: 3 clusters Score -1593235 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1593287.375000 Penalty: 942.817078
	Iteration 53Q: 3 clusters Score -1593287 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1593327.875000 Penalty: 942.817078
	Iteration 54Q: 3 clusters Score -1593328 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1593373.000000 Penalty: 942.817078
	Iteration 55Q: 3 clusters Score -1593373 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1593409.500000 Penalty: 942.817078
	Iteration 56Q: 3 clusters Score -1593410 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1593441.000000 Penalty: 942.817078
	Iteration 57Q: 3 clusters Score -1593441 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1593481.250000 Penalty: 942.817078
	Iteration 58Q: 3 clusters Score -1593481 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1593516.500000 Penalty: 942.817078
	Iteration 59Q: 3 clusters Score -1593516 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1593538.750000 Penalty: 942.817078
	Iteration 60F: 3 clusters Score -1593539 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1593544.625000 Penalty: 942.817078
	Iteration 61Q: 3 clusters Score -1593545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1593553.375000 Penalty: 942.817078
	Iteration 62Q: 3 clusters Score -1593553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1593557.875000 Penalty: 942.817078
	Iteration 63Q: 3 clusters Score -1593558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1593567.875000 Penalty: 942.817078
	Iteration 64Q: 3 clusters Score -1593568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1593574.375000 Penalty: 942.817078
	Iteration 65Q: 3 clusters Score -1593574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1593581.000000 Penalty: 942.817078
	Iteration 66Q: 3 clusters Score -1593581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1593588.000000 Penalty: 942.817078
	Iteration 67Q: 3 clusters Score -1593588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1593598.750000 Penalty: 942.817078
	Iteration 68Q: 3 clusters Score -1593599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1593612.500000 Penalty: 942.817078
	Iteration 69Q: 3 clusters Score -1593612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1593621.750000 Penalty: 942.817078
	Iteration 70Q: 3 clusters Score -1593622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1593642.250000 Penalty: 942.817078
	Iteration 71Q: 3 clusters Score -1593642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1593648.375000 Penalty: 942.817078
	Iteration 72Q: 3 clusters Score -1593648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1593659.250000 Penalty: 942.817078
	Iteration 73Q: 3 clusters Score -1593659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1593659.125000 Penalty: 942.817078
	Iteration 74Q: 3 clusters Score -1593659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1593663.375000 Penalty: 942.817078
	Iteration 75Q: 3 clusters Score -1593663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1593669.250000 Penalty: 942.817078
	Iteration 76Q: 3 clusters Score -1593669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1593675.000000 Penalty: 942.817078
	Iteration 77Q: 3 clusters Score -1593675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1593679.125000 Penalty: 942.817078
	Iteration 78Q: 3 clusters Score -1593679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1593685.625000 Penalty: 942.817078
	Iteration 79Q: 3 clusters Score -1593686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1593692.875000 Penalty: 942.817078
	Iteration 80F: 3 clusters Score -1593693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1593697.000000 Penalty: 942.817078
	Iteration 81Q: 3 clusters Score -1593697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1593700.250000 Penalty: 942.817078
	Iteration 82Q: 3 clusters Score -1593700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1593702.875000 Penalty: 942.817078
	Iteration 83Q: 3 clusters Score -1593703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1593709.875000 Penalty: 942.817078
	Iteration 84Q: 3 clusters Score -1593710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1593716.875000 Penalty: 942.817078
	Iteration 85Q: 3 clusters Score -1593717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1593724.375000 Penalty: 942.817078
	Iteration 86Q: 3 clusters Score -1593724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1593722.750000 Penalty: 942.817078
	Iteration 87Q: 3 clusters Score -1593723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1593728.375000 Penalty: 942.817078
	Iteration 88Q: 3 clusters Score -1593728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1593736.625000 Penalty: 942.817078
	Iteration 89Q: 3 clusters Score -1593737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1593732.375000 Penalty: 942.817078
	Iteration 90Q: 3 clusters Score -1593732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1593734.375000 Penalty: 942.817078
	Iteration 91Q: 3 clusters Score -1593734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1593734.000000 Penalty: 942.817078
	Iteration 92Q: 3 clusters Score -1593734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1593734.875000 Penalty: 942.817078
	Iteration 93Q: 3 clusters Score -1593735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1593736.625000 Penalty: 942.817078
	Iteration 94Q: 3 clusters Score -1593737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1593737.875000 Penalty: 942.817078
	Iteration 95Q: 3 clusters Score -1593738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1593738.125000 Penalty: 942.817078
	Iteration 96Q: 3 clusters Score -1593738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1593738.250000 Penalty: 942.817078
	Iteration 97Q: 3 clusters Score -1593738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1593738.250000 Penalty: 942.817078
	Iteration 98Q: 3 clusters Score -1593738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1593738.250000 Penalty: 942.817078
	Iteration 99Q: 3 clusters Score -1593738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1593738.250000 Penalty: 942.817078
	Iteration 100F: 3 clusters Score -1593738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -19194.255859 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -19194.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18792.546875 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -18792.55 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18916.005859 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -18916.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18944.335938 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -18944.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18953.037109 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -18953.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18957.933594 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -18957.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18961.175781 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -18961.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18968.179688 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -18968.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18976.761719 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -18976.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18997.890625 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -18997.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19014.203125 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -19014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19022.853516 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -19022.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19029.673828 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -19029.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19036.996094 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -19037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19037.798828 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -19037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19038.210938 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -19038.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19038.210938 Penalty: 546.802002
	Iteration 15F: 3 clusters Score -19038.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Entering Unmasked Estep 
Score: -2234969.750000 Penalty: 490.595825
	Iteration 0F: 2 clusters Score -2234970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2202542.000000 Penalty: 981.191650
	Iteration 0F: 3 clusters Score -2202542 nChanged 23308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2216208.750000 Penalty: 981.191650
	Iteration 1F: 3 clusters Score -2216209 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2216797.250000 Penalty: 981.191650
	Iteration 2Q: 3 clusters Score -2216797 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2217750.250000 Penalty: 981.191650
	Iteration 3Q: 3 clusters Score -2217750 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2219415.000000 Penalty: 981.191650
	Iteration 4F: 3 clusters Score -2219415 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2222045.250000 Penalty: 981.191650
	Iteration 5F: 3 clusters Score -2222045 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2225519.000000 Penalty: 981.191650
	Iteration 6F: 3 clusters Score -2225519 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2229078.250000 Penalty: 981.191650
	Iteration 7F: 3 clusters Score -2229078 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2231707.750000 Penalty: 981.191650
	Iteration 8F: 3 clusters Score -2231708 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2233256.750000 Penalty: 981.191650
	Iteration 9Q: 3 clusters Score -2233257 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2234010.750000 Penalty: 981.191650
	Iteration 10Q: 3 clusters Score -2234011 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2234330.000000 Penalty: 981.191650
	Iteration 11Q: 3 clusters Score -2234330 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2234476.000000 Penalty: 981.191650
	Iteration 12Q: 3 clusters Score -2234476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2234563.500000 Penalty: 981.191650
	Iteration 13Q: 3 clusters Score -2234564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2234619.500000 Penalty: 981.191650
	Iteration 14Q: 3 clusters Score -2234620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2234653.750000 Penalty: 981.191650
	Iteration 15Q: 3 clusters Score -2234654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2234683.250000 Penalty: 981.191650
	Iteration 16Q: 3 clusters Score -2234683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2234699.000000 Penalty: 981.191650
	Iteration 17Q: 3 clusters Score -2234699 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2234721.250000 Penalty: 981.191650
	Iteration 18Q: 3 clusters Score -2234721 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2234743.500000 Penalty: 981.191650
	Iteration 19Q: 3 clusters Score -2234744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2234759.750000 Penalty: 981.191650
	Iteration 20F: 3 clusters Score -2234760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2234772.250000 Penalty: 981.191650
	Iteration 21Q: 3 clusters Score -2234772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2234788.000000 Penalty: 981.191650
	Iteration 22Q: 3 clusters Score -2234788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2234796.500000 Penalty: 981.191650
	Iteration 23Q: 3 clusters Score -2234796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2234806.500000 Penalty: 981.191650
	Iteration 24Q: 3 clusters Score -2234806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2234818.000000 Penalty: 981.191650
	Iteration 25Q: 3 clusters Score -2234818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2234825.500000 Penalty: 981.191650
	Iteration 26Q: 3 clusters Score -2234826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2234841.750000 Penalty: 981.191650
	Iteration 27Q: 3 clusters Score -2234842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2234856.000000 Penalty: 981.191650
	Iteration 28Q: 3 clusters Score -2234856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2234879.000000 Penalty: 981.191650
	Iteration 29Q: 3 clusters Score -2234879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2234891.750000 Penalty: 981.191650
	Iteration 30Q: 3 clusters Score -2234892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2234899.250000 Penalty: 981.191650
	Iteration 31Q: 3 clusters Score -2234899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2234911.250000 Penalty: 981.191650
	Iteration 32Q: 3 clusters Score -2234911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2234916.000000 Penalty: 981.191650
	Iteration 33Q: 3 clusters Score -2234916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2234919.250000 Penalty: 981.191650
	Iteration 34Q: 3 clusters Score -2234919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2234923.750000 Penalty: 981.191650
	Iteration 35Q: 3 clusters Score -2234924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2234928.500000 Penalty: 981.191650
	Iteration 36Q: 3 clusters Score -2234928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2234928.000000 Penalty: 981.191650
	Iteration 37Q: 3 clusters Score -2234928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2234929.000000 Penalty: 981.191650
	Iteration 38Q: 3 clusters Score -2234929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2234928.750000 Penalty: 981.191650
	Iteration 39Q: 3 clusters Score -2234929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2234939.500000 Penalty: 981.191650
	Iteration 40F: 3 clusters Score -2234940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2234945.000000 Penalty: 981.191650
	Iteration 41Q: 3 clusters Score -2234945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2234948.000000 Penalty: 981.191650
	Iteration 42Q: 3 clusters Score -2234948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2234948.750000 Penalty: 981.191650
	Iteration 43Q: 3 clusters Score -2234949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2234950.250000 Penalty: 981.191650
	Iteration 44Q: 3 clusters Score -2234950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2234952.500000 Penalty: 981.191650
	Iteration 45Q: 3 clusters Score -2234952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2234950.500000 Penalty: 981.191650
	Iteration 46Q: 3 clusters Score -2234950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2234950.500000 Penalty: 981.191650
	Iteration 47Q: 3 clusters Score -2234950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2234949.500000 Penalty: 981.191650
	Iteration 48Q: 3 clusters Score -2234950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2234951.250000 Penalty: 981.191650
	Iteration 49Q: 3 clusters Score -2234951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2234951.250000 Penalty: 981.191650
	Iteration 50Q: 3 clusters Score -2234951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2234951.250000 Penalty: 981.191650
	Iteration 51F: 3 clusters Score -2234951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107146 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 30488 members 
Mstep: Class 13 contains 340993 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 31591 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 24 contains 48162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388162.000000 Penalty: 16362.268555
Iteration 79Q: 28 clusters Score -2.838816e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107396 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 7744 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2321 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 29972 members 
Mstep: Class 13 contains 343665 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 4610 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 30898 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 46557 members 
Mstep: Class 25 contains 22447 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388708.000000 Penalty: 16362.268555
Iteration 80F: 28 clusters Score -2.838871e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107550 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 779 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 345520 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 30373 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 45496 members 
Mstep: Class 25 contains 22640 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388686.000000 Penalty: 16362.268555
Iteration 81Q: 28 clusters Score -2.838869e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107627 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 29176 members 
Mstep: Class 13 contains 346792 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 29972 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 44770 members 
Mstep: Class 25 contains 22926 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388564.000000 Penalty: 16362.268555
Iteration 82Q: 28 clusters Score -2.838856e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107655 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 7460 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 28906 members 
Mstep: Class 13 contains 347673 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 276 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 29670 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 44213 members 
Mstep: Class 25 contains 23273 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388408.000000 Penalty: 16362.268555
Iteration 83Q: 28 clusters Score -2.838841e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107687 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 28703 members 
Mstep: Class 13 contains 348184 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 4590 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 29448 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43823 members 
Mstep: Class 25 contains 23670 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388438.000000 Penalty: 16362.268555
Iteration 84Q: 28 clusters Score -2.838844e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107713 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 28567 members 
Mstep: Class 13 contains 348477 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 274 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 29299 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43519 members 
Mstep: Class 25 contains 24063 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388288.000000 Penalty: 16362.268555
Iteration 85Q: 28 clusters Score -2.838829e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107746 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 28456 members 
Mstep: Class 13 contains 348581 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 4579 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 29187 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43293 members 
Mstep: Class 25 contains 24469 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388240.000000 Penalty: 16362.268555
Iteration 86Q: 28 clusters Score -2.838824e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107774 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 750 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 7098 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 28351 members 
Mstep: Class 13 contains 348668 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 29069 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43096 members 
Mstep: Class 25 contains 24879 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388254.000000 Penalty: 16362.268555
Iteration 87Q: 28 clusters Score -2.838825e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107798 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 750 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6993 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 2093 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 28271 members 
Mstep: Class 13 contains 348615 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 28974 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42987 members 
Mstep: Class 25 contains 25307 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388280.000000 Penalty: 16362.268555
Iteration 88Q: 28 clusters Score -2.838828e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107822 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 750 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2082 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 28214 members 
Mstep: Class 13 contains 348552 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 28896 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42897 members 
Mstep: Class 25 contains 25681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388346.000000 Penalty: 16362.268555
Iteration 89Q: 28 clusters Score -2.838835e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107828 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 749 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6797 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 28175 members 
Mstep: Class 13 contains 348498 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 214 members 
Mstep: Class 21 contains 28837 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42796 members 
Mstep: Class 25 contains 26042 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388410.000000 Penalty: 16362.268555
Iteration 90Q: 28 clusters Score -2.838841e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107833 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 746 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 28142 members 
Mstep: Class 13 contains 348400 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 28771 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42755 members 
Mstep: Class 25 contains 26400 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388442.000000 Penalty: 16362.268555
Iteration 91Q: 28 clusters Score -2.838844e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107836 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6569 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 28103 members 
Mstep: Class 13 contains 348266 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 28699 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42747 members 
Mstep: Class 25 contains 26777 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388540.000000 Penalty: 16362.268555
Iteration 92Q: 28 clusters Score -2.838854e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107840 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6475 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 28076 members 
Mstep: Class 13 contains 348131 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 28636 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42731 members 
Mstep: Class 25 contains 27110 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388636.000000 Penalty: 16362.268555
Iteration 93Q: 28 clusters Score -2.838864e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107851 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6392 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 28053 members 
Mstep: Class 13 contains 347970 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1196 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 28590 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42710 members 
Mstep: Class 25 contains 27431 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388696.000000 Penalty: 16362.268555
Iteration 94Q: 28 clusters Score -2.83887e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107869 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 743 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 28027 members 
Mstep: Class 13 contains 347858 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 28539 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42682 members 
Mstep: Class 25 contains 27703 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388796.000000 Penalty: 16362.268555
Iteration 95Q: 28 clusters Score -2.83888e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107882 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6259 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27999 members 
Mstep: Class 13 contains 347767 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 28495 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42638 members 
Mstep: Class 25 contains 27957 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388932.000000 Penalty: 16362.268555
Iteration 96Q: 28 clusters Score -2.838893e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107887 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 743 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6193 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27972 members 
Mstep: Class 13 contains 347682 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42606 members 
Mstep: Class 25 contains 28208 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388952.000000 Penalty: 16362.268555
Iteration 97Q: 28 clusters Score -2.838895e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107906 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27949 members 
Mstep: Class 13 contains 347598 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 28401 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42578 members 
Mstep: Class 25 contains 28445 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388964.000000 Penalty: 16362.268555
Iteration 98Q: 28 clusters Score -2.838896e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107923 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1987 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 347514 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 28357 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42558 members 
Mstep: Class 25 contains 28676 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389010.000000 Penalty: 16362.268555
Iteration 99Q: 28 clusters Score -2.838901e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107941 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5984 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1978 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27905 members 
Mstep: Class 13 contains 347426 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 28304 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42552 members 
Mstep: Class 25 contains 28907 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388980.000000 Penalty: 16362.268555
Iteration 100F: 28 clusters Score -2.838898e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107945 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5908 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1968 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27883 members 
Mstep: Class 13 contains 347344 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 28267 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42553 members 
Mstep: Class 25 contains 29124 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28388998.000000 Penalty: 16362.268555
Iteration 101Q: 28 clusters Score -2.8389e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107948 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27860 members 
Mstep: Class 13 contains 347307 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1210 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 28225 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42529 members 
Mstep: Class 25 contains 29320 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389060.000000 Penalty: 16362.268555
Iteration 102Q: 28 clusters Score -2.838906e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107962 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1944 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27842 members 
Mstep: Class 13 contains 347233 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 28174 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42514 members 
Mstep: Class 25 contains 29526 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389124.000000 Penalty: 16362.268555
Iteration 103Q: 28 clusters Score -2.838912e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107968 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 743 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5732 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27822 members 
Mstep: Class 13 contains 347169 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 28117 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42523 members 
Mstep: Class 25 contains 29721 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389260.000000 Penalty: 16362.268555
Iteration 104Q: 28 clusters Score -2.838926e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107982 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5677 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27808 members 
Mstep: Class 13 contains 347096 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 28053 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42531 members 
Mstep: Class 25 contains 29917 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389290.000000 Penalty: 16362.268555
Iteration 105Q: 28 clusters Score -2.838929e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 107995 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 743 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1902 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27798 members 
Mstep: Class 13 contains 347045 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27988 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42546 members 
Mstep: Class 25 contains 30077 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389344.000000 Penalty: 16362.268555
Iteration 106Q: 28 clusters Score -2.838934e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108006 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1890 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 346973 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27928 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42576 members 
Mstep: Class 25 contains 30238 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389284.000000 Penalty: 16362.268555
Iteration 107Q: 28 clusters Score -2.838928e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108010 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5529 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1879 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27773 members 
Mstep: Class 13 contains 346928 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1222 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27866 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42602 members 
Mstep: Class 25 contains 30379 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389374.000000 Penalty: 16362.268555
Iteration 108Q: 28 clusters Score -2.838937e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108021 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 741 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27764 members 
Mstep: Class 13 contains 346882 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27799 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42613 members 
Mstep: Class 25 contains 30535 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389310.000000 Penalty: 16362.268555
Iteration 109Q: 28 clusters Score -2.838931e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108028 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 740 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27753 members 
Mstep: Class 13 contains 346851 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27751 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42634 members 
Mstep: Class 25 contains 30655 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389326.000000 Penalty: 16362.268555
Iteration 110Q: 28 clusters Score -2.838933e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108037 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27732 members 
Mstep: Class 13 contains 346843 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27705 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42674 members 
Mstep: Class 25 contains 30748 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389280.000000 Penalty: 16362.268555
Iteration 111Q: 28 clusters Score -2.838928e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108045 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1830 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27720 members 
Mstep: Class 13 contains 346830 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27670 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42698 members 
Mstep: Class 25 contains 30835 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389298.000000 Penalty: 16362.268555
Iteration 112Q: 28 clusters Score -2.83893e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108047 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1815 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27711 members 
Mstep: Class 13 contains 346829 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27636 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42726 members 
Mstep: Class 25 contains 30915 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389288.000000 Penalty: 16362.268555
Iteration 113Q: 28 clusters Score -2.838929e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108054 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5254 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1801 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27707 members 
Mstep: Class 13 contains 346808 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 4565 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27591 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42769 members 
Mstep: Class 25 contains 30996 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389314.000000 Penalty: 16362.268555
Iteration 114Q: 28 clusters Score -2.838931e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108058 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5215 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27704 members 
Mstep: Class 13 contains 346781 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4560 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27544 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42821 members 
Mstep: Class 25 contains 31076 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389336.000000 Penalty: 16362.268555
Iteration 115Q: 28 clusters Score -2.838934e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108063 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5175 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27699 members 
Mstep: Class 13 contains 346739 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27505 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42876 members 
Mstep: Class 25 contains 31159 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389300.000000 Penalty: 16362.268555
Iteration 116Q: 28 clusters Score -2.83893e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108063 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1756 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27693 members 
Mstep: Class 13 contains 346706 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27472 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42916 members 
Mstep: Class 25 contains 31242 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389308.000000 Penalty: 16362.268555
Iteration 117Q: 28 clusters Score -2.838931e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108059 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1744 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27693 members 
Mstep: Class 13 contains 346678 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4550 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27436 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42945 members 
Mstep: Class 25 contains 31321 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389334.000000 Penalty: 16362.268555
Iteration 118Q: 28 clusters Score -2.838933e+07 nChanged 226
Entering ConstructFrom: 
Score: -28389334.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -37995.035156 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -37995.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37333.769531 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -37333.77 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37503.175781 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -37503.18 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37536.515625 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -37536.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37550.246094 Penalty: 605.057556
	Iteration 3Q: 3 clusters Score -37550.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37560.433594 Penalty: 605.057556
	Iteration 4Q: 3 clusters Score -37560.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37567.531250 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -37567.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37571.066406 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -37571.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37572.578125 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -37572.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37574.523438 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -37574.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -37575.769531 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -37575.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37577.964844 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -37577.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37579.648438 Penalty: 605.057556
	Iteration 11Q: 3 clusters Score -37579.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37580.660156 Penalty: 605.057556
	Iteration 12Q: 3 clusters Score -37580.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37581.234375 Penalty: 605.057556
	Iteration 13Q: 3 clusters Score -37581.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37582.078125 Penalty: 605.057556
	Iteration 14Q: 3 clusters Score -37582.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37582.160156 Penalty: 605.057556
	Iteration 15Q: 3 clusters Score -37582.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37582.160156 Penalty: 605.057556
	Iteration 16F: 3 clusters Score -37582.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Entering Unmasked Estep 
Score: -5295998.000000 Penalty: 527.365967
	Iteration 0F: 2 clusters Score -5295998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -5222734.000000 Penalty: 1054.731934
	Iteration 0F: 3 clusters Score -5222734 nChanged 53090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5255847 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5258514 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5263167 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5269754 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5276846 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5282010 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5284552 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5285926 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5286882 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 91813 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5287822 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -5288691.500000 Penalty: 1054.731934
	Iteration 11Q: 3 clusters Score -5288692 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5289460 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5290198 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -5290864.500000 Penalty: 1054.731934
	Iteration 14Q: 3 clusters Score -5290864 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5291598 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -5292211.500000 Penalty: 1054.731934
	Iteration 16Q: 3 clusters Score -5292212 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -5292716.500000 Penalty: 1054.731934
	Iteration 17Q: 3 clusters Score -5292716 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -5293168.500000 Penalty: 1054.731934
	Iteration 18Q: 3 clusters Score -5293168 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -5293542.500000 Penalty: 1054.731934
	Iteration 19Q: 3 clusters Score -5293542 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -5293796.500000 Penalty: 1054.731934
	Iteration 20F: 3 clusters Score -5293796 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -5294013.500000 Penalty: 1054.731934
	Iteration 21Q: 3 clusters Score -5294014 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -5294184.500000 Penalty: 1054.731934
	Iteration 22Q: 3 clusters Score -5294184 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -5294342.500000 Penalty: 1054.731934
	Iteration 23Q: 3 clusters Score -5294342 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -5294444.000000 Penalty: 1054.731934
	Iteration 24Q: 3 clusters Score -5294444 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -5294523.500000 Penalty: 1054.731934
	Iteration 25Q: 3 clusters Score -5294524 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5294612 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -5294680.500000 Penalty: 1054.731934
	Iteration 27Q: 3 clusters Score -5294680 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -5294778.500000 Penalty: 1054.731934
	Iteration 28Q: 3 clusters Score -5294778 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5294842 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -5294926.500000 Penalty: 1054.731934
	Iteration 30Q: 3 clusters Score -5294926 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -5294953.500000 Penalty: 1054.731934
	Iteration 31Q: 3 clusters Score -5294954 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -5295011.000000 Penalty: 1054.731934
	Iteration 32Q: 3 clusters Score -5295011 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -5295056.500000 Penalty: 1054.731934
	Iteration 33Q: 3 clusters Score -5295056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 106169 members 
Entering Unmasked Estep 
Score: -5295077.500000 Penalty: 1054.731934
	Iteration 34Q: 3 clusters Score -5295078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -5295120.500000 Penalty: 1054.731934
	Iteration 35Q: 3 clusters Score -5295120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -5295146.500000 Penalty: 1054.731934
	Iteration 36Q: 3 clusters Score -5295146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 106482 members 
Entering Unmasked Estep 
Score: -5295178.500000 Penalty: 1054.731934
	Iteration 37Q: 3 clusters Score -5295178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -5295199.000000 Penalty: 1054.731934
	Iteration 38Q: 3 clusters Score -5295199 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 106650 members 
Entering Unmasked Estep 
Score: -5295217.000000 Penalty: 1054.731934
	Iteration 39Q: 3 clusters Score -5295217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -5295237.500000 Penalty: 1054.731934
	Iteration 40F: 3 clusters Score -5295238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -5295262.000000 Penalty: 1054.731934
	Iteration 41Q: 3 clusters Score -5295262 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -5295267.000000 Penalty: 1054.731934
	Iteration 42Q: 3 clusters Score -5295267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -5295282.500000 Penalty: 1054.731934
	Iteration 43Q: 3 clusters Score -5295282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -5295278.500000 Penalty: 1054.731934
	Iteration 44Q: 3 clusters Score -5295278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -5295288.000000 Penalty: 1054.731934
	Iteration 45Q: 3 clusters Score -5295288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -5295295.500000 Penalty: 1054.731934
	Iteration 46Q: 3 clusters Score -5295296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5295294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 107071 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5295311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -5295324.000000 Penalty: 1054.731934
	Iteration 49Q: 3 clusters Score -5295324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 107150 members 
Entering Unmasked Estep 
Score: -5295336.500000 Penalty: 1054.731934
	Iteration 50Q: 3 clusters Score -5295336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -5295348.500000 Penalty: 1054.731934
	Iteration 51Q: 3 clusters Score -5295348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -5295360.500000 Penalty: 1054.731934
	Iteration 52Q: 3 clusters Score -5295360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 107267 members 
Entering Unmasked Estep 
Score: -5295391.000000 Penalty: 1054.731934
	Iteration 53Q: 3 clusters Score -5295391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5295402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -5295413.000000 Penalty: 1054.731934
	Iteration 55Q: 3 clusters Score -5295413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -5295430.000000 Penalty: 1054.731934
	Iteration 56Q: 3 clusters Score -5295430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -5295452.000000 Penalty: 1054.731934
	Iteration 57Q: 3 clusters Score -5295452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -5295462.000000 Penalty: 1054.731934
	Iteration 58Q: 3 clusters Score -5295462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5295478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 107516 members 
Entering Unmasked Estep 
Score: -5295483.500000 Penalty: 1054.731934
	Iteration 60F: 3 clusters Score -5295484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5295484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -5295482.500000 Penalty: 1054.731934
	Iteration 62Q: 3 clusters Score -5295482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5295486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -5295487.500000 Penalty: 1054.731934
	Iteration 64Q: 3 clusters Score -5295488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -5295497.000000 Penalty: 1054.731934
	Iteration 65Q: 3 clusters Score -5295497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -5295501.000000 Penalty: 1054.731934
	Iteration 66Q: 3 clusters Score -5295501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 107603 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5295498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -5295502.500000 Penalty: 1054.731934
	Iteration 68Q: 3 clusters Score -5295502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -5295508.500000 Penalty: 1054.731934
	Iteration 69Q: 3 clusters Score -5295508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 107655 members 
Entering Unmasked Estep 
Score: -5295512.500000 Penalty: 1054.731934
	Iteration 70Q: 3 clusters Score -5295512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -5295516.000000 Penalty: 1054.731934
	Iteration 71Q: 3 clusters Score -5295516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -5295523.000000 Penalty: 1054.731934
	Iteration 72Q: 3 clusters Score -5295523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 107676 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5295516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 107683 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5295523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5295523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 107685 members 
Entering Unmasked Estep 
Score: -5295524.500000 Penalty: 1054.731934
	Iteration 76Q: 3 clusters Score -5295524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 107686 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5295527 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5295527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 107693 members 
Entering Unmasked Estep 
Score: -5295528.000000 Penalty: 1054.731934
	Iteration 79Q: 3 clusters Score -5295528 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
Score: -5295533.000000 Penalty: 1054.731934
	Iteration 80F: 3 clusters Score -5295533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5295534 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5295534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5295534 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 107717 members 
Entering Unmasked Estep 
Score: -5295536.000000 Penalty: 1054.731934
	Iteration 84Q: 3 clusters Score -5295536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -5295541.000000 Penalty: 1054.731934
	Iteration 85Q: 3 clusters Score -5295541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -5295540.500000 Penalty: 1054.731934
	Iteration 86Q: 3 clusters Score -5295540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5295540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -5295543.500000 Penalty: 1054.731934
	Iteration 88Q: 3 clusters Score -5295544 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 107759 members 
Entering Unmasked Estep 
Score: -5295550.500000 Penalty: 1054.731934
	Iteration 89Q: 3 clusters Score -5295550 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -5295551.500000 Penalty: 1054.731934
	Iteration 90Q: 3 clusters Score -5295552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 107768 members 
Entering Unmasked Estep 
Score: -5295556.000000 Penalty: 1054.731934
	Iteration 91Q: 3 clusters Score -5295556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -5295563.500000 Penalty: 1054.731934
	Iteration 92Q: 3 clusters Score -5295564 nChanged 11
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Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 107785 members 
Entering Unmasked Estep 
Score: -5295570.000000 Penalty: 1054.731934
	Iteration 93Q: 3 clusters Score -5295570 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 107792 members 
Entering Unmasked Estep 
Score: -5295571.500000 Penalty: 1054.731934
	Iteration 94Q: 3 clusters Score -5295572 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 107792 members 
Entering Unmasked Estep 
Score: -5295571.500000 Penalty: 1054.731934
	Iteration 95F: 3 clusters Score -5295572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -79069.867188 Penalty: 336.056213
	Iteration 0F: 2 clusters Score -79069.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -77888.289062 Penalty: 672.112427
	Iteration 0F: 3 clusters Score -77888.29 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -78215.843750 Penalty: 672.112427
	Iteration 1F: 3 clusters Score -78215.84 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -78273.101562 Penalty: 672.112427
	Iteration 2F: 3 clusters Score -78273.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -78305.593750 Penalty: 672.112427
	Iteration 3Q: 3 clusters Score -78305.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -78327.250000 Penalty: 672.112427
	Iteration 4Q: 3 clusters Score -78327.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -78343.929688 Penalty: 672.112427
	Iteration 5Q: 3 clusters Score -78343.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -78361.554688 Penalty: 672.112427
	Iteration 6Q: 3 clusters Score -78361.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78374.164062 Penalty: 672.112427
	Iteration 7Q: 3 clusters Score -78374.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -78385.921875 Penalty: 672.112427
	Iteration 8Q: 3 clusters Score -78385.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -78398.421875 Penalty: 672.112427
	Iteration 9Q: 3 clusters Score -78398.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78415.531250 Penalty: 672.112427
	Iteration 10Q: 3 clusters Score -78415.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78440.312500 Penalty: 672.112427
	Iteration 11Q: 3 clusters Score -78440.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78465.773438 Penalty: 672.112427
	Iteration 12Q: 3 clusters Score -78465.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78509.890625 Penalty: 672.112427
	Iteration 13Q: 3 clusters Score -78509.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78557.062500 Penalty: 672.112427
	Iteration 14Q: 3 clusters Score -78557.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78613.421875 Penalty: 672.112427
	Iteration 15Q: 3 clusters Score -78613.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78657.023438 Penalty: 672.112427
	Iteration 16Q: 3 clusters Score -78657.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -78687.640625 Penalty: 672.112427
	Iteration 17Q: 3 clusters Score -78687.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -78723.398438 Penalty: 672.112427
	Iteration 18Q: 3 clusters Score -78723.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -78749.906250 Penalty: 672.112427
	Iteration 19Q: 3 clusters Score -78749.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -78763.257812 Penalty: 672.112427
	Iteration 20F: 3 clusters Score -78763.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -78768.695312 Penalty: 672.112427
	Iteration 21Q: 3 clusters Score -78768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -78774.492188 Penalty: 672.112427
	Iteration 22Q: 3 clusters Score -78774.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -78776.726562 Penalty: 672.112427
	Iteration 23Q: 3 clusters Score -78776.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -78781.171875 Penalty: 672.112427
	Iteration 24Q: 3 clusters Score -78781.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -78784.656250 Penalty: 672.112427
	Iteration 25Q: 3 clusters Score -78784.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -78789.781250 Penalty: 672.112427
	Iteration 26Q: 3 clusters Score -78789.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -78791.484375 Penalty: 672.112427
	Iteration 27Q: 3 clusters Score -78791.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -78791.484375 Penalty: 672.112427
	Iteration 28F: 3 clusters Score -78791.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -33142.781250 Penalty: 300.479431
	Iteration 0F: 2 clusters Score -33142.78 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 356 members 
Entering Unmasked Estep 
Score: -32495.679688 Penalty: 600.958862
	Iteration 0F: 3 clusters Score -32495.68 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32708.332031 Penalty: 600.958862
	Iteration 1F: 3 clusters Score -32708.33 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32775.679688 Penalty: 600.958862
	Iteration 2F: 3 clusters Score -32775.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32812.253906 Penalty: 600.958862
	Iteration 3Q: 3 clusters Score -32812.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32833.820312 Penalty: 600.958862
	Iteration 4Q: 3 clusters Score -32833.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32848.660156 Penalty: 600.958862
	Iteration 5Q: 3 clusters Score -32848.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32872.085938 Penalty: 600.958862
	Iteration 6Q: 3 clusters Score -32872.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32891.691406 Penalty: 600.958862
	Iteration 7Q: 3 clusters Score -32891.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32905.769531 Penalty: 600.958862
	Iteration 8Q: 3 clusters Score -32905.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32924.781250 Penalty: 600.958862
	Iteration 9Q: 3 clusters Score -32924.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32935.523438 Penalty: 600.958862
	Iteration 10Q: 3 clusters Score -32935.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32947.765625 Penalty: 600.958862
	Iteration 11Q: 3 clusters Score -32947.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -32955.558594 Penalty: 600.958862
	Iteration 12Q: 3 clusters Score -32955.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32968.750000 Penalty: 600.958862
	Iteration 13Q: 3 clusters Score -32968.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -32974.988281 Penalty: 600.958862
	Iteration 14Q: 3 clusters Score -32974.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -32976.949219 Penalty: 600.958862
	Iteration 15Q: 3 clusters Score -32976.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -32980.261719 Penalty: 600.958862
	Iteration 16Q: 3 clusters Score -32980.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -32981.074219 Penalty: 600.958862
	Iteration 17Q: 3 clusters Score -32981.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -32981.074219 Penalty: 600.958862
	Iteration 18F: 3 clusters Score -32981.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -13212.232422 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -13212.23 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 153 members 
Entering Unmasked Estep 
Score: -12869.839844 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -12869.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12999.851562 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -12999.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13047.064453 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -13047.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13077.125977 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -13077.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13090.417969 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -13090.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13094.341797 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -13094.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13097.822266 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -13097.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13103.099609 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -13103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13109.632812 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -13109.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13114.002930 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -13114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13116.791992 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -13116.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13118.793945 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -13118.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13129.355469 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -13129.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13133.252930 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -13133.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13135.254883 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -13135.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13135.934570 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -13135.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13137.552734 Penalty: 524.632385
	Iteration 16Q: 3 clusters Score -13137.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13137.552734 Penalty: 524.632385
	Iteration 17F: 3 clusters Score -13137.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -102715.976562 Penalty: 348.363342
	Iteration 0F: 2 clusters Score -102716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -101189.640625 Penalty: 696.726685
	Iteration 0F: 3 clusters Score -101189.6 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -101725.429688 Penalty: 696.726685
	Iteration 1F: 3 clusters Score -101725.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -101791.750000 Penalty: 696.726685
	Iteration 2F: 3 clusters Score -101791.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -101822.085938 Penalty: 696.726685
	Iteration 3Q: 3 clusters Score -101822.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -101841.281250 Penalty: 696.726685
	Iteration 4Q: 3 clusters Score -101841.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -101864.671875 Penalty: 696.726685
	Iteration 5Q: 3 clusters Score -101864.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -101893.382812 Penalty: 696.726685
	Iteration 6Q: 3 clusters Score -101893.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -101935.750000 Penalty: 696.726685
	Iteration 7Q: 3 clusters Score -101935.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -101996.578125 Penalty: 696.726685
	Iteration 8Q: 3 clusters Score -101996.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -102070.640625 Penalty: 696.726685
	Iteration 9Q: 3 clusters Score -102070.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -102149.000000 Penalty: 696.726685
	Iteration 10Q: 3 clusters Score -102149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -102229.750000 Penalty: 696.726685
	Iteration 11Q: 3 clusters Score -102229.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -102283.789062 Penalty: 696.726685
	Iteration 12Q: 3 clusters Score -102283.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -102334.945312 Penalty: 696.726685
	Iteration 13Q: 3 clusters Score -102334.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -102367.070312 Penalty: 696.726685
	Iteration 14Q: 3 clusters Score -102367.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -102385.031250 Penalty: 696.726685
	Iteration 15Q: 3 clusters Score -102385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -102402.046875 Penalty: 696.726685
	Iteration 16Q: 3 clusters Score -102402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -102422.000000 Penalty: 696.726685
	Iteration 17Q: 3 clusters Score -102422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -102438.640625 Penalty: 696.726685
	Iteration 18Q: 3 clusters Score -102438.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -102451.523438 Penalty: 696.726685
	Iteration 19Q: 3 clusters Score -102451.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -102458.195312 Penalty: 696.726685
	Iteration 20F: 3 clusters Score -102458.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -102463.257812 Penalty: 696.726685
	Iteration 21Q: 3 clusters Score -102463.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -102468.023438 Penalty: 696.726685
	Iteration 22Q: 3 clusters Score -102468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -102471.648438 Penalty: 696.726685
	Iteration 23Q: 3 clusters Score -102471.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -102474.234375 Penalty: 696.726685
	Iteration 24Q: 3 clusters Score -102474.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -102480.320312 Penalty: 696.726685
	Iteration 25Q: 3 clusters Score -102480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -102483.437500 Penalty: 696.726685
	Iteration 26Q: 3 clusters Score -102483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -102486.359375 Penalty: 696.726685
	Iteration 27Q: 3 clusters Score -102486.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -102488.007812 Penalty: 696.726685
	Iteration 28Q: 3 clusters Score -102488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -102489.703125 Penalty: 696.726685
	Iteration 29Q: 3 clusters Score -102489.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -102491.781250 Penalty: 696.726685
	Iteration 30Q: 3 clusters Score -102491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -102492.890625 Penalty: 696.726685
	Iteration 31Q: 3 clusters Score -102492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -102493.742188 Penalty: 696.726685
	Iteration 32Q: 3 clusters Score -102493.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -102494.492188 Penalty: 696.726685
	Iteration 33Q: 3 clusters Score -102494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -102494.726562 Penalty: 696.726685
	Iteration 34Q: 3 clusters Score -102494.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -102494.726562 Penalty: 696.726685
	Iteration 35F: 3 clusters Score -102494.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -21365.746094 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -21365.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20895.308594 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -20895.31 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21128.988281 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -21128.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21274.037109 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -21274.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -21350.603516 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -21350.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21409.921875 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -21409.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21467.730469 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -21467.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21509.667969 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -21509.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21568.992188 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -21568.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21585.630859 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -21585.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21585.630859 Penalty: 572.025818
	Iteration 9F: 3 clusters Score -21585.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108062 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1730 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27693 members 
Mstep: Class 13 contains 346635 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27399 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42982 members 
Mstep: Class 25 contains 31406 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 418 members 
Entering Unmasked Estep 
Score: -28389218.000000 Penalty: 16968.279297
Splitting cluster 7 changes total score from -28389334.000000 to -28389218.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -235800.609375 Penalty: 388.308258
	Iteration 0F: 2 clusters Score -235800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -232304.937500 Penalty: 776.616516
	Iteration 0F: 3 clusters Score -232304.9 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -233695.921875 Penalty: 776.616516
	Iteration 1F: 3 clusters Score -233695.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -233942.140625 Penalty: 776.616516
	Iteration 2F: 3 clusters Score -233942.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -234311.062500 Penalty: 776.616516
	Iteration 3F: 3 clusters Score -234311.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -234744.328125 Penalty: 776.616516
	Iteration 4F: 3 clusters Score -234744.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -235114.265625 Penalty: 776.616516
	Iteration 5F: 3 clusters Score -235114.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -235311.203125 Penalty: 776.616516
	Iteration 6Q: 3 clusters Score -235311.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -235399.984375 Penalty: 776.616516
	Iteration 7Q: 3 clusters Score -235400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -235447.484375 Penalty: 776.616516
	Iteration 8Q: 3 clusters Score -235447.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -235464.500000 Penalty: 776.616516
	Iteration 9Q: 3 clusters Score -235464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -235468.875000 Penalty: 776.616516
	Iteration 10Q: 3 clusters Score -235468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -235473.437500 Penalty: 776.616516
	Iteration 11Q: 3 clusters Score -235473.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -235473.437500 Penalty: 776.616516
	Iteration 12F: 3 clusters Score -235473.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -99497.765625 Penalty: 346.652771
	Iteration 0F: 2 clusters Score -99497.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -98040.226562 Penalty: 693.305542
	Iteration 0F: 3 clusters Score -98040.23 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -98498.710938 Penalty: 693.305542
	Iteration 1F: 3 clusters Score -98498.71 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -98573.140625 Penalty: 693.305542
	Iteration 2F: 3 clusters Score -98573.14 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -98634.656250 Penalty: 693.305542
	Iteration 3F: 3 clusters Score -98634.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -98688.078125 Penalty: 693.305542
	Iteration 4F: 3 clusters Score -98688.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -98743.046875 Penalty: 693.305542
	Iteration 5Q: 3 clusters Score -98743.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -98795.578125 Penalty: 693.305542
	Iteration 6Q: 3 clusters Score -98795.58 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -98841.656250 Penalty: 693.305542
	Iteration 7Q: 3 clusters Score -98841.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -98898.625000 Penalty: 693.305542
	Iteration 8Q: 3 clusters Score -98898.62 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -98959.281250 Penalty: 693.305542
	Iteration 9Q: 3 clusters Score -98959.28 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -99017.937500 Penalty: 693.305542
	Iteration 10Q: 3 clusters Score -99017.94 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -99075.984375 Penalty: 693.305542
	Iteration 11Q: 3 clusters Score -99075.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -99130.187500 Penalty: 693.305542
	Iteration 12Q: 3 clusters Score -99130.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -99178.953125 Penalty: 693.305542
	Iteration 13Q: 3 clusters Score -99178.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -99211.257812 Penalty: 693.305542
	Iteration 14Q: 3 clusters Score -99211.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -99229.515625 Penalty: 693.305542
	Iteration 15Q: 3 clusters Score -99229.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -99248.187500 Penalty: 693.305542
	Iteration 16Q: 3 clusters Score -99248.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -99254.726562 Penalty: 693.305542
	Iteration 17Q: 3 clusters Score -99254.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -99256.140625 Penalty: 693.305542
	Iteration 18Q: 3 clusters Score -99256.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -99258.507812 Penalty: 693.305542
	Iteration 19Q: 3 clusters Score -99258.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -99258.507812 Penalty: 693.305542
	Iteration 20F: 3 clusters Score -99258.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -77062.671875 Penalty: 339.242401
	Iteration 0F: 2 clusters Score -77062.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -75800.750000 Penalty: 678.484802
	Iteration 0F: 3 clusters Score -75800.75 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -76183.664062 Penalty: 678.484802
	Iteration 1F: 3 clusters Score -76183.66 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -76229.289062 Penalty: 678.484802
	Iteration 2F: 3 clusters Score -76229.29 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -76267.171875 Penalty: 678.484802
	Iteration 3Q: 3 clusters Score -76267.17 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -76308.476562 Penalty: 678.484802
	Iteration 4Q: 3 clusters Score -76308.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -76350.054688 Penalty: 678.484802
	Iteration 5Q: 3 clusters Score -76350.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -76410.515625 Penalty: 678.484802
	Iteration 6Q: 3 clusters Score -76410.52 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -76465.421875 Penalty: 678.484802
	Iteration 7Q: 3 clusters Score -76465.42 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -76510.101562 Penalty: 678.484802
	Iteration 8Q: 3 clusters Score -76510.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76547.968750 Penalty: 678.484802
	Iteration 9Q: 3 clusters Score -76547.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76595.000000 Penalty: 678.484802
	Iteration 10Q: 3 clusters Score -76595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76646.156250 Penalty: 678.484802
	Iteration 11Q: 3 clusters Score -76646.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76681.421875 Penalty: 678.484802
	Iteration 12Q: 3 clusters Score -76681.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76701.585938 Penalty: 678.484802
	Iteration 13Q: 3 clusters Score -76701.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76720.726562 Penalty: 678.484802
	Iteration 14Q: 3 clusters Score -76720.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76745.257812 Penalty: 678.484802
	Iteration 15Q: 3 clusters Score -76745.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76758.734375 Penalty: 678.484802
	Iteration 16Q: 3 clusters Score -76758.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76779.406250 Penalty: 678.484802
	Iteration 17Q: 3 clusters Score -76779.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76803.507812 Penalty: 678.484802
	Iteration 18Q: 3 clusters Score -76803.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76813.343750 Penalty: 678.484802
	Iteration 19Q: 3 clusters Score -76813.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76831.585938 Penalty: 678.484802
	Iteration 20F: 3 clusters Score -76831.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76850.820312 Penalty: 678.484802
	Iteration 21Q: 3 clusters Score -76850.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76868.585938 Penalty: 678.484802
	Iteration 22Q: 3 clusters Score -76868.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76876.976562 Penalty: 678.484802
	Iteration 23Q: 3 clusters Score -76876.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76887.164062 Penalty: 678.484802
	Iteration 24Q: 3 clusters Score -76887.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76899.937500 Penalty: 678.484802
	Iteration 25Q: 3 clusters Score -76899.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76913.507812 Penalty: 678.484802
	Iteration 26Q: 3 clusters Score -76913.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76928.031250 Penalty: 678.484802
	Iteration 27Q: 3 clusters Score -76928.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76934.195312 Penalty: 678.484802
	Iteration 28Q: 3 clusters Score -76934.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76939.953125 Penalty: 678.484802
	Iteration 29Q: 3 clusters Score -76939.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76942.351562 Penalty: 678.484802
	Iteration 30Q: 3 clusters Score -76942.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76946.273438 Penalty: 678.484802
	Iteration 31Q: 3 clusters Score -76946.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76948.421875 Penalty: 678.484802
	Iteration 32Q: 3 clusters Score -76948.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76954.960938 Penalty: 678.484802
	Iteration 33Q: 3 clusters Score -76954.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76960.671875 Penalty: 678.484802
	Iteration 34Q: 3 clusters Score -76960.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76963.812500 Penalty: 678.484802
	Iteration 35Q: 3 clusters Score -76963.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76964.570312 Penalty: 678.484802
	Iteration 36Q: 3 clusters Score -76964.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76964.695312 Penalty: 678.484802
	Iteration 37Q: 3 clusters Score -76964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76964.773438 Penalty: 678.484802
	Iteration 38Q: 3 clusters Score -76964.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76967.914062 Penalty: 678.484802
	Iteration 39F: 3 clusters Score -76967.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76970.320312 Penalty: 678.484802
	Iteration 40F: 3 clusters Score -76970.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76972.132812 Penalty: 678.484802
	Iteration 41Q: 3 clusters Score -76972.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76976.570312 Penalty: 678.484802
	Iteration 42Q: 3 clusters Score -76976.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76980.695312 Penalty: 678.484802
	Iteration 43Q: 3 clusters Score -76980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76983.585938 Penalty: 678.484802
	Iteration 44Q: 3 clusters Score -76983.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76985.851562 Penalty: 678.484802
	Iteration 45Q: 3 clusters Score -76985.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76988.726562 Penalty: 678.484802
	Iteration 46Q: 3 clusters Score -76988.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76992.031250 Penalty: 678.484802
	Iteration 47Q: 3 clusters Score -76992.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76996.812500 Penalty: 678.484802
	Iteration 48Q: 3 clusters Score -76996.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76998.140625 Penalty: 678.484802
	Iteration 49Q: 3 clusters Score -76998.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76999.679688 Penalty: 678.484802
	Iteration 50Q: 3 clusters Score -76999.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77000.757812 Penalty: 678.484802
	Iteration 51Q: 3 clusters Score -77000.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77001.625000 Penalty: 678.484802
	Iteration 52Q: 3 clusters Score -77001.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77003.726562 Penalty: 678.484802
	Iteration 53Q: 3 clusters Score -77003.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77006.242188 Penalty: 678.484802
	Iteration 54Q: 3 clusters Score -77006.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77007.671875 Penalty: 678.484802
	Iteration 55Q: 3 clusters Score -77007.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77012.375000 Penalty: 678.484802
	Iteration 56Q: 3 clusters Score -77012.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -77018.437500 Penalty: 678.484802
	Iteration 57Q: 3 clusters Score -77018.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77024.171875 Penalty: 678.484802
	Iteration 58Q: 3 clusters Score -77024.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77029.750000 Penalty: 678.484802
	Iteration 59Q: 3 clusters Score -77029.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -77035.687500 Penalty: 678.484802
	Iteration 60F: 3 clusters Score -77035.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77048.921875 Penalty: 678.484802
	Iteration 61Q: 3 clusters Score -77048.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77080.460938 Penalty: 678.484802
	Iteration 62Q: 3 clusters Score -77080.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77102.351562 Penalty: 678.484802
	Iteration 63Q: 3 clusters Score -77102.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -77115.828125 Penalty: 678.484802
	Iteration 64Q: 3 clusters Score -77115.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -77119.804688 Penalty: 678.484802
	Iteration 65Q: 3 clusters Score -77119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -77124.062500 Penalty: 678.484802
	Iteration 66Q: 3 clusters Score -77124.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -77126.382812 Penalty: 678.484802
	Iteration 67Q: 3 clusters Score -77126.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -77126.804688 Penalty: 678.484802
	Iteration 68Q: 3 clusters Score -77126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -77127.734375 Penalty: 678.484802
	Iteration 69Q: 3 clusters Score -77127.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -77128.531250 Penalty: 678.484802
	Iteration 70Q: 3 clusters Score -77128.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -77129.109375 Penalty: 678.484802
	Iteration 71Q: 3 clusters Score -77129.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -77129.367188 Penalty: 678.484802
	Iteration 72Q: 3 clusters Score -77129.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -77129.367188 Penalty: 678.484802
	Iteration 73F: 3 clusters Score -77129.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108062 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27693 members 
Mstep: Class 13 contains 346635 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27399 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42982 members 
Mstep: Class 25 contains 31406 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 620 members 
Entering Unmasked Estep 
Score: -28389166.000000 Penalty: 16968.279297
Splitting cluster 10 changes total score from -28389334.000000 to -28389166.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -18227.849609 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -18227.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17788.113281 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -17788.11 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17913.625000 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -17913.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17952.703125 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -17952.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17966.205078 Penalty: 552.226746
	Iteration 3Q: 3 clusters Score -17966.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17978.937500 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -17978.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17989.251953 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -17989.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17996.050781 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -17996.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18002.101562 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -18002.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18007.791016 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -18007.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18012.001953 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -18012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18017.925781 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -18017.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18023.384766 Penalty: 552.226746
	Iteration 11Q: 3 clusters Score -18023.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18026.945312 Penalty: 552.226746
	Iteration 12Q: 3 clusters Score -18026.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18028.472656 Penalty: 552.226746
	Iteration 13Q: 3 clusters Score -18028.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18030.257812 Penalty: 552.226746
	Iteration 14Q: 3 clusters Score -18030.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18031.781250 Penalty: 552.226746
	Iteration 15Q: 3 clusters Score -18031.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18032.380859 Penalty: 552.226746
	Iteration 16Q: 3 clusters Score -18032.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18032.380859 Penalty: 552.226746
	Iteration 17F: 3 clusters Score -18032.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Entering Unmasked Estep 
Score: -1400019.250000 Penalty: 465.416565
	Iteration 0F: 2 clusters Score -1400019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1381570.375000 Penalty: 930.833130
	Iteration 0F: 3 clusters Score -1381570 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1389378.000000 Penalty: 930.833130
	Iteration 1F: 3 clusters Score -1389378 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1389925.250000 Penalty: 930.833130
	Iteration 2Q: 3 clusters Score -1389925 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1390823.750000 Penalty: 930.833130
	Iteration 3F: 3 clusters Score -1390824 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1392063.625000 Penalty: 930.833130
	Iteration 4F: 3 clusters Score -1392064 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1393504.625000 Penalty: 930.833130
	Iteration 5F: 3 clusters Score -1393505 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1394743.375000 Penalty: 930.833130
	Iteration 6F: 3 clusters Score -1394743 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1395548.250000 Penalty: 930.833130
	Iteration 7F: 3 clusters Score -1395548 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1395875.750000 Penalty: 930.833130
	Iteration 8Q: 3 clusters Score -1395876 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1396032.125000 Penalty: 930.833130
	Iteration 9Q: 3 clusters Score -1396032 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1396130.750000 Penalty: 930.833130
	Iteration 10Q: 3 clusters Score -1396131 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1396244.250000 Penalty: 930.833130
	Iteration 11Q: 3 clusters Score -1396244 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1396350.125000 Penalty: 930.833130
	Iteration 12Q: 3 clusters Score -1396350 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -1396466.625000 Penalty: 930.833130
	Iteration 13Q: 3 clusters Score -1396467 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1396588.500000 Penalty: 930.833130
	Iteration 14Q: 3 clusters Score -1396588 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1396719.625000 Penalty: 930.833130
	Iteration 15Q: 3 clusters Score -1396720 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1396838.875000 Penalty: 930.833130
	Iteration 16Q: 3 clusters Score -1396839 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1396966.625000 Penalty: 930.833130
	Iteration 17Q: 3 clusters Score -1396967 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1397109.125000 Penalty: 930.833130
	Iteration 18Q: 3 clusters Score -1397109 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1397261.500000 Penalty: 930.833130
	Iteration 19Q: 3 clusters Score -1397262 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1397428.000000 Penalty: 930.833130
	Iteration 20F: 3 clusters Score -1397428 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1397611.375000 Penalty: 930.833130
	Iteration 21Q: 3 clusters Score -1397611 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -1397797.250000 Penalty: 930.833130
	Iteration 22Q: 3 clusters Score -1397797 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1397983.500000 Penalty: 930.833130
	Iteration 23Q: 3 clusters Score -1397984 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -1398168.875000 Penalty: 930.833130
	Iteration 24Q: 3 clusters Score -1398169 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -1398355.750000 Penalty: 930.833130
	Iteration 25Q: 3 clusters Score -1398356 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -1398507.125000 Penalty: 930.833130
	Iteration 26Q: 3 clusters Score -1398507 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -1398613.875000 Penalty: 930.833130
	Iteration 27Q: 3 clusters Score -1398614 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1398717.000000 Penalty: 930.833130
	Iteration 28Q: 3 clusters Score -1398717 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -1398823.750000 Penalty: 930.833130
	Iteration 29Q: 3 clusters Score -1398824 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -1398924.875000 Penalty: 930.833130
	Iteration 30Q: 3 clusters Score -1398925 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -1398995.375000 Penalty: 930.833130
	Iteration 31Q: 3 clusters Score -1398995 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -1399078.750000 Penalty: 930.833130
	Iteration 32Q: 3 clusters Score -1399079 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -1399169.125000 Penalty: 930.833130
	Iteration 33Q: 3 clusters Score -1399169 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -1399215.250000 Penalty: 930.833130
	Iteration 34Q: 3 clusters Score -1399215 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -1399265.375000 Penalty: 930.833130
	Iteration 35Q: 3 clusters Score -1399265 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -1399323.375000 Penalty: 930.833130
	Iteration 36Q: 3 clusters Score -1399323 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -1399371.000000 Penalty: 930.833130
	Iteration 37Q: 3 clusters Score -1399371 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1399412.625000 Penalty: 930.833130
	Iteration 38Q: 3 clusters Score -1399413 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -1399451.000000 Penalty: 930.833130
	Iteration 39Q: 3 clusters Score -1399451 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -1399477.000000 Penalty: 930.833130
	Iteration 40F: 3 clusters Score -1399477 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -1399506.500000 Penalty: 930.833130
	Iteration 41Q: 3 clusters Score -1399506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -1399527.500000 Penalty: 930.833130
	Iteration 42Q: 3 clusters Score -1399528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -1399545.375000 Penalty: 930.833130
	Iteration 43Q: 3 clusters Score -1399545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -1399562.375000 Penalty: 930.833130
	Iteration 44Q: 3 clusters Score -1399562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -1399578.000000 Penalty: 930.833130
	Iteration 45Q: 3 clusters Score -1399578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1399590.750000 Penalty: 930.833130
	Iteration 46Q: 3 clusters Score -1399591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -1399601.375000 Penalty: 930.833130
	Iteration 47Q: 3 clusters Score -1399601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -1399607.625000 Penalty: 930.833130
	Iteration 48Q: 3 clusters Score -1399608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -1399618.000000 Penalty: 930.833130
	Iteration 49Q: 3 clusters Score -1399618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -1399626.125000 Penalty: 930.833130
	Iteration 50Q: 3 clusters Score -1399626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -1399632.500000 Penalty: 930.833130
	Iteration 51Q: 3 clusters Score -1399632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -1399637.250000 Penalty: 930.833130
	Iteration 52Q: 3 clusters Score -1399637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -1399645.750000 Penalty: 930.833130
	Iteration 53Q: 3 clusters Score -1399646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -1399649.125000 Penalty: 930.833130
	Iteration 54Q: 3 clusters Score -1399649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -1399653.750000 Penalty: 930.833130
	Iteration 55Q: 3 clusters Score -1399654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -1399667.875000 Penalty: 930.833130
	Iteration 56Q: 3 clusters Score -1399668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -1399672.750000 Penalty: 930.833130
	Iteration 57Q: 3 clusters Score -1399673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -1399677.625000 Penalty: 930.833130
	Iteration 58Q: 3 clusters Score -1399678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -1399681.500000 Penalty: 930.833130
	Iteration 59Q: 3 clusters Score -1399682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -1399687.625000 Penalty: 930.833130
	Iteration 60F: 3 clusters Score -1399688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1399696.250000 Penalty: 930.833130
	Iteration 61Q: 3 clusters Score -1399696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -1399703.500000 Penalty: 930.833130
	Iteration 62Q: 3 clusters Score -1399704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -1399710.500000 Penalty: 930.833130
	Iteration 63Q: 3 clusters Score -1399710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -1399711.625000 Penalty: 930.833130
	Iteration 64Q: 3 clusters Score -1399712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -1399719.500000 Penalty: 930.833130
	Iteration 65Q: 3 clusters Score -1399720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -1399725.000000 Penalty: 930.833130
	Iteration 66Q: 3 clusters Score -1399725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -1399731.375000 Penalty: 930.833130
	Iteration 67Q: 3 clusters Score -1399731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -1399734.875000 Penalty: 930.833130
	Iteration 68Q: 3 clusters Score -1399735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -1399734.625000 Penalty: 930.833130
	Iteration 69Q: 3 clusters Score -1399735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -1399734.625000 Penalty: 930.833130
	Iteration 70Q: 3 clusters Score -1399735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -1399737.625000 Penalty: 930.833130
	Iteration 71Q: 3 clusters Score -1399738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -1399736.875000 Penalty: 930.833130
	Iteration 72Q: 3 clusters Score -1399737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -1399735.875000 Penalty: 930.833130
	Iteration 73Q: 3 clusters Score -1399736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -1399737.250000 Penalty: 930.833130
	Iteration 74Q: 3 clusters Score -1399737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -1399735.000000 Penalty: 930.833130
	Iteration 75Q: 3 clusters Score -1399735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -1399738.250000 Penalty: 930.833130
	Iteration 76Q: 3 clusters Score -1399738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -1399735.250000 Penalty: 930.833130
	Iteration 77Q: 3 clusters Score -1399735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1399734.750000 Penalty: 930.833130
	Iteration 78Q: 3 clusters Score -1399735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -1399734.250000 Penalty: 930.833130
	Iteration 79Q: 3 clusters Score -1399734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -1399734.250000 Penalty: 930.833130
	Iteration 80F: 3 clusters Score -1399734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (346635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346635 members 
Entering Unmasked Estep 
Score: -16519479.000000 Penalty: 580.399231
	Iteration 0F: 2 clusters Score -1.651948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173518 members 
Mstep: Class 2 contains 173117 members 
Entering Unmasked Estep 
Score: -16291972.000000 Penalty: 1160.798462
	Iteration 0F: 3 clusters Score -1.629197e+07 nChanged 171178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181228 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -16400132.000000 Penalty: 1160.798462
	Iteration 1F: 3 clusters Score -1.640013e+07 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184244 members 
Mstep: Class 2 contains 162391 members 
Entering Unmasked Estep 
Score: -16407177.000000 Penalty: 1160.798462
	Iteration 2Q: 3 clusters Score -1.640718e+07 nChanged 19238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187094 members 
Mstep: Class 2 contains 159541 members 
Entering Unmasked Estep 
Score: -16419451.000000 Penalty: 1160.798462
	Iteration 3F: 3 clusters Score -1.641945e+07 nChanged 23137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189421 members 
Mstep: Class 2 contains 157214 members 
Entering Unmasked Estep 
Score: -16438172.000000 Penalty: 1160.798462
	Iteration 4F: 3 clusters Score -1.643817e+07 nChanged 24207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190060 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -16455882.000000 Penalty: 1160.798462
	Iteration 5F: 3 clusters Score -1.645588e+07 nChanged 18308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189362 members 
Mstep: Class 2 contains 157273 members 
Entering Unmasked Estep 
Score: -16463267.000000 Penalty: 1160.798462
	Iteration 6F: 3 clusters Score -1.646327e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188213 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -16465073.000000 Penalty: 1160.798462
	Iteration 7Q: 3 clusters Score -1.646507e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186910 members 
Mstep: Class 2 contains 159725 members 
Entering Unmasked Estep 
Score: -16465455.000000 Penalty: 1160.798462
	Iteration 8Q: 3 clusters Score -1.646546e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185314 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -16465832.000000 Penalty: 1160.798462
	Iteration 9Q: 3 clusters Score -1.646583e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 163157 members 
Entering Unmasked Estep 
Score: -16466236.000000 Penalty: 1160.798462
	Iteration 10Q: 3 clusters Score -1.646624e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181325 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -16466654.000000 Penalty: 1160.798462
	Iteration 11Q: 3 clusters Score -1.646665e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Mstep: Class 2 contains 167663 members 
Entering Unmasked Estep 
Score: -16467053.000000 Penalty: 1160.798462
	Iteration 12Q: 3 clusters Score -1.646705e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176302 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -16467350.000000 Penalty: 1160.798462
	Iteration 13Q: 3 clusters Score -1.646735e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -16467971.000000 Penalty: 1160.798462
	Iteration 14Q: 3 clusters Score -1.646797e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 177002 members 
Entering Unmasked Estep 
Score: -16468372.000000 Penalty: 1160.798462
	Iteration 15Q: 3 clusters Score -1.646837e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165870 members 
Mstep: Class 2 contains 180765 members 
Entering Unmasked Estep 
Score: -16469007.000000 Penalty: 1160.798462
	Iteration 16Q: 3 clusters Score -1.646901e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 184902 members 
Entering Unmasked Estep 
Score: -16469718.000000 Penalty: 1160.798462
	Iteration 17Q: 3 clusters Score -1.646972e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 189479 members 
Entering Unmasked Estep 
Score: -16470444.000000 Penalty: 1160.798462
	Iteration 18Q: 3 clusters Score -1.647044e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 194393 members 
Entering Unmasked Estep 
Score: -16471423.000000 Penalty: 1160.798462
	Iteration 19Q: 3 clusters Score -1.647142e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 199531 members 
Entering Unmasked Estep 
Score: -16472421.000000 Penalty: 1160.798462
	Iteration 20F: 3 clusters Score -1.647242e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141868 members 
Mstep: Class 2 contains 204767 members 
Entering Unmasked Estep 
Score: -16473494.000000 Penalty: 1160.798462
	Iteration 21Q: 3 clusters Score -1.647349e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136415 members 
Mstep: Class 2 contains 210220 members 
Entering Unmasked Estep 
Score: -16474642.000000 Penalty: 1160.798462
	Iteration 22Q: 3 clusters Score -1.647464e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130754 members 
Mstep: Class 2 contains 215881 members 
Entering Unmasked Estep 
Score: -16475891.000000 Penalty: 1160.798462
	Iteration 23Q: 3 clusters Score -1.647589e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124978 members 
Mstep: Class 2 contains 221657 members 
Entering Unmasked Estep 
Score: -16477138.000000 Penalty: 1160.798462
	Iteration 24Q: 3 clusters Score -1.647714e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119058 members 
Mstep: Class 2 contains 227577 members 
Entering Unmasked Estep 
Score: -16478433.000000 Penalty: 1160.798462
	Iteration 25Q: 3 clusters Score -1.647843e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 233374 members 
Entering Unmasked Estep 
Score: -16479567.000000 Penalty: 1160.798462
	Iteration 26Q: 3 clusters Score -1.647957e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 239200 members 
Entering Unmasked Estep 
Score: -16480837.000000 Penalty: 1160.798462
	Iteration 27Q: 3 clusters Score -1.648084e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 244996 members 
Entering Unmasked Estep 
Score: -16482113.000000 Penalty: 1160.798462
	Iteration 28Q: 3 clusters Score -1.648211e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 250681 members 
Entering Unmasked Estep 
Score: -16483481.000000 Penalty: 1160.798462
	Iteration 29Q: 3 clusters Score -1.648348e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 256317 members 
Entering Unmasked Estep 
Score: -16484737.000000 Penalty: 1160.798462
	Iteration 30Q: 3 clusters Score -1.648474e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 261895 members 
Entering Unmasked Estep 
Score: -16486010.000000 Penalty: 1160.798462
	Iteration 31Q: 3 clusters Score -1.648601e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 267404 members 
Entering Unmasked Estep 
Score: -16487207.000000 Penalty: 1160.798462
	Iteration 32Q: 3 clusters Score -1.648721e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 272678 members 
Entering Unmasked Estep 
Score: -16488721.000000 Penalty: 1160.798462
	Iteration 33Q: 3 clusters Score -1.648872e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 277822 members 
Entering Unmasked Estep 
Score: -16490202.000000 Penalty: 1160.798462
	Iteration 34Q: 3 clusters Score -1.64902e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 282818 members 
Entering Unmasked Estep 
Score: -16491750.000000 Penalty: 1160.798462
	Iteration 35Q: 3 clusters Score -1.649175e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 287554 members 
Entering Unmasked Estep 
Score: -16493615.000000 Penalty: 1160.798462
	Iteration 36Q: 3 clusters Score -1.649362e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 292238 members 
Entering Unmasked Estep 
Score: -16496326.000000 Penalty: 1160.798462
	Iteration 37Q: 3 clusters Score -1.649633e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 297002 members 
Entering Unmasked Estep 
Score: -16499272.000000 Penalty: 1160.798462
	Iteration 38Q: 3 clusters Score -1.649927e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 301694 members 
Entering Unmasked Estep 
Score: -16501967.000000 Penalty: 1160.798462
	Iteration 39Q: 3 clusters Score -1.650197e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 306465 members 
Entering Unmasked Estep 
Score: -16504605.000000 Penalty: 1160.798462
	Iteration 40F: 3 clusters Score -1.65046e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 311475 members 
Entering Unmasked Estep 
Score: -16506896.000000 Penalty: 1160.798462
	Iteration 41Q: 3 clusters Score -1.65069e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 316452 members 
Entering Unmasked Estep 
Score: -16508926.000000 Penalty: 1160.798462
	Iteration 42Q: 3 clusters Score -1.650893e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 321348 members 
Entering Unmasked Estep 
Score: -16510494.000000 Penalty: 1160.798462
	Iteration 43Q: 3 clusters Score -1.651049e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 325946 members 
Entering Unmasked Estep 
Score: -16512008.000000 Penalty: 1160.798462
	Iteration 44Q: 3 clusters Score -1.651201e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 330389 members 
Entering Unmasked Estep 
Score: -16513751.000000 Penalty: 1160.798462
	Iteration 45Q: 3 clusters Score -1.651375e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 334692 members 
Entering Unmasked Estep 
Score: -16515495.000000 Penalty: 1160.798462
	Iteration 46Q: 3 clusters Score -1.65155e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 338392 members 
Entering Unmasked Estep 
Score: -16516874.000000 Penalty: 1160.798462
	Iteration 47Q: 3 clusters Score -1.651687e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 341270 members 
Entering Unmasked Estep 
Score: -16517828.000000 Penalty: 1160.798462
	Iteration 48Q: 3 clusters Score -1.651783e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 343327 members 
Entering Unmasked Estep 
Score: -16518476.000000 Penalty: 1160.798462
	Iteration 49Q: 3 clusters Score -1.651848e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 344566 members 
Entering Unmasked Estep 
Score: -16518691.000000 Penalty: 1160.798462
	Iteration 50Q: 3 clusters Score -1.651869e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 345303 members 
Entering Unmasked Estep 
Score: -16518791.000000 Penalty: 1160.798462
	Iteration 51Q: 3 clusters Score -1.651879e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 345778 members 
Entering Unmasked Estep 
Score: -16518842.000000 Penalty: 1160.798462
	Iteration 52Q: 3 clusters Score -1.651884e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 346043 members 
Entering Unmasked Estep 
Score: -16518917.000000 Penalty: 1160.798462
	Iteration 53Q: 3 clusters Score -1.651892e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 346197 members 
Entering Unmasked Estep 
Score: -16518995.000000 Penalty: 1160.798462
	Iteration 54Q: 3 clusters Score -1.6519e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 346288 members 
Entering Unmasked Estep 
Score: -16519008.000000 Penalty: 1160.798462
	Iteration 55Q: 3 clusters Score -1.651901e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 346351 members 
Entering Unmasked Estep 
Score: -16519021.000000 Penalty: 1160.798462
	Iteration 56Q: 3 clusters Score -1.651902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 346383 members 
Entering Unmasked Estep 
Score: -16519047.000000 Penalty: 1160.798462
	Iteration 57Q: 3 clusters Score -1.651905e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 346404 members 
Entering Unmasked Estep 
Score: -16519055.000000 Penalty: 1160.798462
	Iteration 58Q: 3 clusters Score -1.651906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 346413 members 
Entering Unmasked Estep 
Score: -16519056.000000 Penalty: 1160.798462
	Iteration 59Q: 3 clusters Score -1.651906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 346417 members 
Entering Unmasked Estep 
Score: -16519057.000000 Penalty: 1160.798462
	Iteration 60F: 3 clusters Score -1.651906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 346424 members 
Entering Unmasked Estep 
Score: -16519063.000000 Penalty: 1160.798462
	Iteration 61Q: 3 clusters Score -1.651906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 346429 members 
Entering Unmasked Estep 
Score: -16519071.000000 Penalty: 1160.798462
	Iteration 62Q: 3 clusters Score -1.651907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 346435 members 
Entering Unmasked Estep 
Score: -16519068.000000 Penalty: 1160.798462
	Iteration 63Q: 3 clusters Score -1.651907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 346439 members 
Entering Unmasked Estep 
Score: -16519064.000000 Penalty: 1160.798462
	Iteration 64Q: 3 clusters Score -1.651906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 346443 members 
Entering Unmasked Estep 
Score: -16519059.000000 Penalty: 1160.798462
	Iteration 65Q: 3 clusters Score -1.651906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 346446 members 
Entering Unmasked Estep 
Score: -16519067.000000 Penalty: 1160.798462
	Iteration 66Q: 3 clusters Score -1.651907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 346452 members 
Entering Unmasked Estep 
Score: -16519070.000000 Penalty: 1160.798462
	Iteration 67Q: 3 clusters Score -1.651907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 346457 members 
Entering Unmasked Estep 
Score: -16519070.000000 Penalty: 1160.798462
	Iteration 68Q: 3 clusters Score -1.651907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 346462 members 
Entering Unmasked Estep 
Score: -16519076.000000 Penalty: 1160.798462
	Iteration 69Q: 3 clusters Score -1.651908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 346465 members 
Entering Unmasked Estep 
Score: -16519069.000000 Penalty: 1160.798462
	Iteration 70Q: 3 clusters Score -1.651907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 346466 members 
Entering Unmasked Estep 
Score: -16519072.000000 Penalty: 1160.798462
	Iteration 71Q: 3 clusters Score -1.651907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 346466 members 
Entering Unmasked Estep 
Score: -16519072.000000 Penalty: 1160.798462
	Iteration 72F: 3 clusters Score -1.651907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -24114.158203 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -24114.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23607.742188 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -23607.74 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23723.232422 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -23723.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23737.871094 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -23737.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23751.220703 Penalty: 572.364136
	Iteration 3Q: 3 clusters Score -23751.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23758.480469 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -23758.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23764.855469 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -23764.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23769.947266 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -23769.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23771.701172 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -23771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23774.330078 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -23774.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23775.445312 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -23775.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23775.445312 Penalty: 572.364136
	Iteration 10F: 3 clusters Score -23775.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -10298.821289 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -10298.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9987.520508 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -9987.521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10109.478516 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -10109.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10160.484375 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -10160.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10183.464844 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -10183.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10195.509766 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -10195.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10197.439453 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -10197.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10204.152344 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -10204.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10207.536133 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -10207.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10208.630859 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -10208.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10208.630859 Penalty: 510.127991
	Iteration 9F: 3 clusters Score -10208.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -54026.542969 Penalty: 323.275909
	Iteration 0F: 2 clusters Score -54026.54 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 637 members 
Entering Unmasked Estep 
Score: -53090.105469 Penalty: 646.551819
	Iteration 0F: 3 clusters Score -53090.11 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -53391.742188 Penalty: 646.551819
	Iteration 1F: 3 clusters Score -53391.74 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53519.761719 Penalty: 646.551819
	Iteration 2F: 3 clusters Score -53519.76 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53607.917969 Penalty: 646.551819
	Iteration 3F: 3 clusters Score -53607.92 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -53685.453125 Penalty: 646.551819
	Iteration 4F: 3 clusters Score -53685.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -53738.886719 Penalty: 646.551819
	Iteration 5Q: 3 clusters Score -53738.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -53763.886719 Penalty: 646.551819
	Iteration 6Q: 3 clusters Score -53763.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -53780.347656 Penalty: 646.551819
	Iteration 7Q: 3 clusters Score -53780.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -53797.484375 Penalty: 646.551819
	Iteration 8Q: 3 clusters Score -53797.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -53804.910156 Penalty: 646.551819
	Iteration 9Q: 3 clusters Score -53804.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -53810.375000 Penalty: 646.551819
	Iteration 10Q: 3 clusters Score -53810.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -53812.003906 Penalty: 646.551819
	Iteration 11Q: 3 clusters Score -53812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -53813.871094 Penalty: 646.551819
	Iteration 12Q: 3 clusters Score -53813.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -53816.097656 Penalty: 646.551819
	Iteration 13Q: 3 clusters Score -53816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -53819.113281 Penalty: 646.551819
	Iteration 14Q: 3 clusters Score -53819.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -53819.882812 Penalty: 646.551819
	Iteration 15Q: 3 clusters Score -53819.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -53820.277344 Penalty: 646.551819
	Iteration 16Q: 3 clusters Score -53820.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -53820.808594 Penalty: 646.551819
	Iteration 17Q: 3 clusters Score -53820.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -53821.742188 Penalty: 646.551819
	Iteration 18Q: 3 clusters Score -53821.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -53822.558594 Penalty: 646.551819
	Iteration 19Q: 3 clusters Score -53822.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -53822.882812 Penalty: 646.551819
	Iteration 20F: 3 clusters Score -53822.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -53823.414062 Penalty: 646.551819
	Iteration 21Q: 3 clusters Score -53823.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -53823.660156 Penalty: 646.551819
	Iteration 22Q: 3 clusters Score -53823.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -53823.660156 Penalty: 646.551819
	Iteration 23F: 3 clusters Score -53823.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -204987.421875 Penalty: 383.251160
	Iteration 0F: 2 clusters Score -204987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -201887.843750 Penalty: 766.502319
	Iteration 0F: 3 clusters Score -201887.8 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -202953.843750 Penalty: 766.502319
	Iteration 1F: 3 clusters Score -202953.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -203034.296875 Penalty: 766.502319
	Iteration 2F: 3 clusters Score -203034.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -203108.640625 Penalty: 766.502319
	Iteration 3Q: 3 clusters Score -203108.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -203180.531250 Penalty: 766.502319
	Iteration 4Q: 3 clusters Score -203180.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -203269.656250 Penalty: 766.502319
	Iteration 5Q: 3 clusters Score -203269.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -203371.937500 Penalty: 766.502319
	Iteration 6Q: 3 clusters Score -203371.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -203478.796875 Penalty: 766.502319
	Iteration 7Q: 3 clusters Score -203478.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -203607.078125 Penalty: 766.502319
	Iteration 8Q: 3 clusters Score -203607.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -203764.281250 Penalty: 766.502319
	Iteration 9Q: 3 clusters Score -203764.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -203909.609375 Penalty: 766.502319
	Iteration 10Q: 3 clusters Score -203909.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -203997.859375 Penalty: 766.502319
	Iteration 11Q: 3 clusters Score -203997.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -204072.781250 Penalty: 766.502319
	Iteration 12Q: 3 clusters Score -204072.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -204124.906250 Penalty: 766.502319
	Iteration 13Q: 3 clusters Score -204124.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -204170.890625 Penalty: 766.502319
	Iteration 14Q: 3 clusters Score -204170.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -204209.250000 Penalty: 766.502319
	Iteration 15Q: 3 clusters Score -204209.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -204242.578125 Penalty: 766.502319
	Iteration 16Q: 3 clusters Score -204242.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204268.484375 Penalty: 766.502319
	Iteration 17Q: 3 clusters Score -204268.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -204289.359375 Penalty: 766.502319
	Iteration 18Q: 3 clusters Score -204289.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -204311.578125 Penalty: 766.502319
	Iteration 19Q: 3 clusters Score -204311.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -204342.250000 Penalty: 766.502319
	Iteration 20F: 3 clusters Score -204342.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -204375.125000 Penalty: 766.502319
	Iteration 21Q: 3 clusters Score -204375.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -204403.953125 Penalty: 766.502319
	Iteration 22Q: 3 clusters Score -204404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -204443.343750 Penalty: 766.502319
	Iteration 23Q: 3 clusters Score -204443.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -204478.953125 Penalty: 766.502319
	Iteration 24Q: 3 clusters Score -204479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -204509.312500 Penalty: 766.502319
	Iteration 25Q: 3 clusters Score -204509.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -204545.812500 Penalty: 766.502319
	Iteration 26Q: 3 clusters Score -204545.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -204571.218750 Penalty: 766.502319
	Iteration 27Q: 3 clusters Score -204571.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -204590.578125 Penalty: 766.502319
	Iteration 28Q: 3 clusters Score -204590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -204604.593750 Penalty: 766.502319
	Iteration 29Q: 3 clusters Score -204604.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -204616.218750 Penalty: 766.502319
	Iteration 30Q: 3 clusters Score -204616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -204620.375000 Penalty: 766.502319
	Iteration 31Q: 3 clusters Score -204620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -204624.656250 Penalty: 766.502319
	Iteration 32Q: 3 clusters Score -204624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -204627.375000 Penalty: 766.502319
	Iteration 33Q: 3 clusters Score -204627.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -204628.890625 Penalty: 766.502319
	Iteration 34Q: 3 clusters Score -204628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -204628.734375 Penalty: 766.502319
	Iteration 35Q: 3 clusters Score -204628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -204628.734375 Penalty: 766.502319
	Iteration 36F: 3 clusters Score -204628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -14832.842773 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -14832.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14441.699219 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -14441.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14520.554688 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -14520.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14562.526367 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -14562.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14588.607422 Penalty: 530.701294
	Iteration 3F: 3 clusters Score -14588.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14604.098633 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -14604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14612.870117 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -14612.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14619.622070 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -14619.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14622.963867 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -14622.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14624.133789 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -14624.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14626.006836 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -14626.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14631.314453 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -14631.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14642.445312 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -14642.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14647.795898 Penalty: 530.701294
	Iteration 12Q: 3 clusters Score -14647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14651.507812 Penalty: 530.701294
	Iteration 13Q: 3 clusters Score -14651.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14654.114258 Penalty: 530.701294
	Iteration 14Q: 3 clusters Score -14654.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14655.414062 Penalty: 530.701294
	Iteration 15Q: 3 clusters Score -14655.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14655.990234 Penalty: 530.701294
	Iteration 16Q: 3 clusters Score -14655.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14656.611328 Penalty: 530.701294
	Iteration 17Q: 3 clusters Score -14656.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14656.611328 Penalty: 530.701294
	Iteration 18F: 3 clusters Score -14656.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9557.097656 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9557.098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9249.774414 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9249.774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9328.235352 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9328.235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9351.662109 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9351.662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9360.110352 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9360.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9370.092773 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9370.093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9372.699219 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9372.699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9372.699219 Penalty: 484.836731
	Iteration 6F: 3 clusters Score -9372.699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -8585.854492 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -8585.854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8315.853516 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -8315.854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8386.162109 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -8386.162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8401.592773 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -8401.593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8408.899414 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -8408.899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8410.809570 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -8410.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8410.809570 Penalty: 487.877594
	Iteration 5F: 3 clusters Score -8410.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Entering Unmasked Estep 
Score: -1388722.000000 Penalty: 464.930908
	Iteration 0F: 2 clusters Score -1388722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1370468.375000 Penalty: 929.861816
	Iteration 0F: 3 clusters Score -1370468 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1379171.375000 Penalty: 929.861816
	Iteration 1F: 3 clusters Score -1379171 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1380299.500000 Penalty: 929.861816
	Iteration 2F: 3 clusters Score -1380300 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1381749.875000 Penalty: 929.861816
	Iteration 3F: 3 clusters Score -1381750 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1383318.875000 Penalty: 929.861816
	Iteration 4F: 3 clusters Score -1383319 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1384652.625000 Penalty: 929.861816
	Iteration 5F: 3 clusters Score -1384653 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1385350.250000 Penalty: 929.861816
	Iteration 6Q: 3 clusters Score -1385350 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1385678.000000 Penalty: 929.861816
	Iteration 7Q: 3 clusters Score -1385678 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1385899.625000 Penalty: 929.861816
	Iteration 8Q: 3 clusters Score -1385900 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1386121.250000 Penalty: 929.861816
	Iteration 9Q: 3 clusters Score -1386121 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1386325.125000 Penalty: 929.861816
	Iteration 10Q: 3 clusters Score -1386325 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1386529.625000 Penalty: 929.861816
	Iteration 11Q: 3 clusters Score -1386530 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1386741.875000 Penalty: 929.861816
	Iteration 12Q: 3 clusters Score -1386742 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1386926.875000 Penalty: 929.861816
	Iteration 13Q: 3 clusters Score -1386927 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1387115.375000 Penalty: 929.861816
	Iteration 14Q: 3 clusters Score -1387115 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1387259.750000 Penalty: 929.861816
	Iteration 15Q: 3 clusters Score -1387260 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1387377.750000 Penalty: 929.861816
	Iteration 16Q: 3 clusters Score -1387378 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1387506.375000 Penalty: 929.861816
	Iteration 17Q: 3 clusters Score -1387506 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1387644.625000 Penalty: 929.861816
	Iteration 18Q: 3 clusters Score -1387645 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1387765.625000 Penalty: 929.861816
	Iteration 19Q: 3 clusters Score -1387766 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1387890.500000 Penalty: 929.861816
	Iteration 20F: 3 clusters Score -1387890 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1387983.750000 Penalty: 929.861816
	Iteration 21Q: 3 clusters Score -1387984 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1388070.500000 Penalty: 929.861816
	Iteration 22Q: 3 clusters Score -1388070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1388149.000000 Penalty: 929.861816
	Iteration 23Q: 3 clusters Score -1388149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1388207.125000 Penalty: 929.861816
	Iteration 24Q: 3 clusters Score -1388207 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1388252.375000 Penalty: 929.861816
	Iteration 25Q: 3 clusters Score -1388252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1388289.250000 Penalty: 929.861816
	Iteration 26Q: 3 clusters Score -1388289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1388321.875000 Penalty: 929.861816
	Iteration 27Q: 3 clusters Score -1388322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1388353.750000 Penalty: 929.861816
	Iteration 28Q: 3 clusters Score -1388354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1388361.500000 Penalty: 929.861816
	Iteration 29Q: 3 clusters Score -1388362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1388368.000000 Penalty: 929.861816
	Iteration 30Q: 3 clusters Score -1388368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1388373.750000 Penalty: 929.861816
	Iteration 31Q: 3 clusters Score -1388374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1388377.375000 Penalty: 929.861816
	Iteration 32Q: 3 clusters Score -1388377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1388377.375000 Penalty: 929.861816
	Iteration 33Q: 3 clusters Score -1388377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1388380.375000 Penalty: 929.861816
	Iteration 34Q: 3 clusters Score -1388380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1388378.750000 Penalty: 929.861816
	Iteration 35Q: 3 clusters Score -1388379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1388381.500000 Penalty: 929.861816
	Iteration 36Q: 3 clusters Score -1388382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1388382.500000 Penalty: 929.861816
	Iteration 37Q: 3 clusters Score -1388382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1388383.125000 Penalty: 929.861816
	Iteration 38Q: 3 clusters Score -1388383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1388385.625000 Penalty: 929.861816
	Iteration 39Q: 3 clusters Score -1388386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1388387.375000 Penalty: 929.861816
	Iteration 40F: 3 clusters Score -1388387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1388384.125000 Penalty: 929.861816
	Iteration 41Q: 3 clusters Score -1388384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1388385.875000 Penalty: 929.861816
	Iteration 42Q: 3 clusters Score -1388386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1388388.875000 Penalty: 929.861816
	Iteration 43Q: 3 clusters Score -1388389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1388386.750000 Penalty: 929.861816
	Iteration 44Q: 3 clusters Score -1388387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1388387.000000 Penalty: 929.861816
	Iteration 45Q: 3 clusters Score -1388387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1388388.500000 Penalty: 929.861816
	Iteration 46Q: 3 clusters Score -1388388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1388388.625000 Penalty: 929.861816
	Iteration 47Q: 3 clusters Score -1388389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1388388.625000 Penalty: 929.861816
	Iteration 48F: 3 clusters Score -1388389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -19326.736328 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -19326.74 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 209 members 
Entering Unmasked Estep 
Score: -18900.228516 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -18900.23 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19031.828125 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -19031.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19084.529297 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -19084.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19116.701172 Penalty: 547.913147
	Iteration 3F: 3 clusters Score -19116.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19134.566406 Penalty: 547.913147
	Iteration 4Q: 3 clusters Score -19134.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19146.345703 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -19146.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19153.621094 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -19153.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19158.156250 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -19158.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19162.072266 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -19162.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19163.789062 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -19163.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19164.207031 Penalty: 547.913147
	Iteration 10Q: 3 clusters Score -19164.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19164.478516 Penalty: 547.913147
	Iteration 11Q: 3 clusters Score -19164.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19165.466797 Penalty: 547.913147
	Iteration 12Q: 3 clusters Score -19165.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19166.251953 Penalty: 547.913147
	Iteration 13Q: 3 clusters Score -19166.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19166.445312 Penalty: 547.913147
	Iteration 14Q: 3 clusters Score -19166.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19166.445312 Penalty: 547.913147
	Iteration 15F: 3 clusters Score -19166.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15389.283203 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -15389.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14954.295898 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -14954.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15041.990234 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -15041.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15082.944336 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -15082.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15112.273438 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -15112.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15127.663086 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -15127.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15143.180664 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -15143.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15147.810547 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -15147.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15149.902344 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -15149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15150.678711 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -15150.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15151.435547 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -15151.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15151.944336 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -15151.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15152.393555 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -15152.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15152.393555 Penalty: 541.745117
	Iteration 12F: 3 clusters Score -15152.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Entering Unmasked Estep 
Score: -1983483.000000 Penalty: 485.418427
	Iteration 0F: 2 clusters Score -1983483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -1954487.375000 Penalty: 970.836853
	Iteration 0F: 3 clusters Score -1954487 nChanged 20766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1966817.750000 Penalty: 970.836853
	Iteration 1F: 3 clusters Score -1966818 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1967404.750000 Penalty: 970.836853
	Iteration 2Q: 3 clusters Score -1967405 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -1968159.125000 Penalty: 970.836853
	Iteration 3Q: 3 clusters Score -1968159 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1969200.500000 Penalty: 970.836853
	Iteration 4F: 3 clusters Score -1969200 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1970675.000000 Penalty: 970.836853
	Iteration 5F: 3 clusters Score -1970675 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1972399.375000 Penalty: 970.836853
	Iteration 6F: 3 clusters Score -1972399 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1974081.875000 Penalty: 970.836853
	Iteration 7F: 3 clusters Score -1974082 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1975360.875000 Penalty: 970.836853
	Iteration 8Q: 3 clusters Score -1975361 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1976108.750000 Penalty: 970.836853
	Iteration 9Q: 3 clusters Score -1976109 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1976601.000000 Penalty: 970.836853
	Iteration 10Q: 3 clusters Score -1976601 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1976988.875000 Penalty: 970.836853
	Iteration 11Q: 3 clusters Score -1976989 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1977355.750000 Penalty: 970.836853
	Iteration 12Q: 3 clusters Score -1977356 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1977739.875000 Penalty: 970.836853
	Iteration 13Q: 3 clusters Score -1977740 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1978131.375000 Penalty: 970.836853
	Iteration 14Q: 3 clusters Score -1978131 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1978547.125000 Penalty: 970.836853
	Iteration 15Q: 3 clusters Score -1978547 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1978979.625000 Penalty: 970.836853
	Iteration 16Q: 3 clusters Score -1978980 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1979384.125000 Penalty: 970.836853
	Iteration 17Q: 3 clusters Score -1979384 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1979795.125000 Penalty: 970.836853
	Iteration 18Q: 3 clusters Score -1979795 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1980225.750000 Penalty: 970.836853
	Iteration 19Q: 3 clusters Score -1980226 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1980609.625000 Penalty: 970.836853
	Iteration 20F: 3 clusters Score -1980610 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1980959.750000 Penalty: 970.836853
	Iteration 21Q: 3 clusters Score -1980960 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1981262.875000 Penalty: 970.836853
	Iteration 22Q: 3 clusters Score -1981263 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1981543.000000 Penalty: 970.836853
	Iteration 23Q: 3 clusters Score -1981543 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1981784.250000 Penalty: 970.836853
	Iteration 24Q: 3 clusters Score -1981784 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1981989.125000 Penalty: 970.836853
	Iteration 25Q: 3 clusters Score -1981989 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1982164.875000 Penalty: 970.836853
	Iteration 26Q: 3 clusters Score -1982165 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1982320.875000 Penalty: 970.836853
	Iteration 27Q: 3 clusters Score -1982321 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1982455.625000 Penalty: 970.836853
	Iteration 28Q: 3 clusters Score -1982456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1982552.500000 Penalty: 970.836853
	Iteration 29Q: 3 clusters Score -1982552 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1982644.875000 Penalty: 970.836853
	Iteration 30Q: 3 clusters Score -1982645 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1982726.625000 Penalty: 970.836853
	Iteration 31Q: 3 clusters Score -1982727 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1982809.000000 Penalty: 970.836853
	Iteration 32Q: 3 clusters Score -1982809 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1982897.750000 Penalty: 970.836853
	Iteration 33Q: 3 clusters Score -1982898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1982952.750000 Penalty: 970.836853
	Iteration 34Q: 3 clusters Score -1982953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1982987.125000 Penalty: 970.836853
	Iteration 35Q: 3 clusters Score -1982987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1983005.125000 Penalty: 970.836853
	Iteration 36Q: 3 clusters Score -1983005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1983021.375000 Penalty: 970.836853
	Iteration 37Q: 3 clusters Score -1983021 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1983045.000000 Penalty: 970.836853
	Iteration 38Q: 3 clusters Score -1983045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1983061.125000 Penalty: 970.836853
	Iteration 39Q: 3 clusters Score -1983061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1983084.625000 Penalty: 970.836853
	Iteration 40F: 3 clusters Score -1983085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1983100.000000 Penalty: 970.836853
	Iteration 41Q: 3 clusters Score -1983100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1983116.125000 Penalty: 970.836853
	Iteration 42Q: 3 clusters Score -1983116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1983132.125000 Penalty: 970.836853
	Iteration 43Q: 3 clusters Score -1983132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1983142.625000 Penalty: 970.836853
	Iteration 44Q: 3 clusters Score -1983143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1983155.750000 Penalty: 970.836853
	Iteration 45Q: 3 clusters Score -1983156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1983161.000000 Penalty: 970.836853
	Iteration 46Q: 3 clusters Score -1983161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1983164.750000 Penalty: 970.836853
	Iteration 47Q: 3 clusters Score -1983165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1983166.250000 Penalty: 970.836853
	Iteration 48Q: 3 clusters Score -1983166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1983170.500000 Penalty: 970.836853
	Iteration 49Q: 3 clusters Score -1983170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1983174.375000 Penalty: 970.836853
	Iteration 50Q: 3 clusters Score -1983174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1983173.500000 Penalty: 970.836853
	Iteration 51Q: 3 clusters Score -1983174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1983173.500000 Penalty: 970.836853
	Iteration 52Q: 3 clusters Score -1983174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1983173.375000 Penalty: 970.836853
	Iteration 53Q: 3 clusters Score -1983173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1983172.625000 Penalty: 970.836853
	Iteration 54Q: 3 clusters Score -1983173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1983172.625000 Penalty: 970.836853
	Iteration 55F: 3 clusters Score -1983173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Entering Unmasked Estep 
Score: -1594928.375000 Penalty: 471.141327
	Iteration 0F: 2 clusters Score -1594928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1573943.500000 Penalty: 942.282654
	Iteration 0F: 3 clusters Score -1573944 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1582502.625000 Penalty: 942.282654
	Iteration 1F: 3 clusters Score -1582503 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1582735.125000 Penalty: 942.282654
	Iteration 2Q: 3 clusters Score -1582735 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1583022.375000 Penalty: 942.282654
	Iteration 3Q: 3 clusters Score -1583022 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1583438.125000 Penalty: 942.282654
	Iteration 4Q: 3 clusters Score -1583438 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1584084.625000 Penalty: 942.282654
	Iteration 5Q: 3 clusters Score -1584085 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1585006.375000 Penalty: 942.282654
	Iteration 6Q: 3 clusters Score -1585006 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1586167.750000 Penalty: 942.282654
	Iteration 7F: 3 clusters Score -1586168 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1587520.750000 Penalty: 942.282654
	Iteration 8F: 3 clusters Score -1587521 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1588839.625000 Penalty: 942.282654
	Iteration 9F: 3 clusters Score -1588840 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -1589993.000000 Penalty: 942.282654
	Iteration 10F: 3 clusters Score -1589993 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1590759.375000 Penalty: 942.282654
	Iteration 11Q: 3 clusters Score -1590759 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -1591142.875000 Penalty: 942.282654
	Iteration 12Q: 3 clusters Score -1591143 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -1591367.375000 Penalty: 942.282654
	Iteration 13Q: 3 clusters Score -1591367 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -1591555.625000 Penalty: 942.282654
	Iteration 14Q: 3 clusters Score -1591556 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -1591706.250000 Penalty: 942.282654
	Iteration 15Q: 3 clusters Score -1591706 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -1591846.125000 Penalty: 942.282654
	Iteration 16Q: 3 clusters Score -1591846 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -1591955.375000 Penalty: 942.282654
	Iteration 17Q: 3 clusters Score -1591955 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -1592046.750000 Penalty: 942.282654
	Iteration 18Q: 3 clusters Score -1592047 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -1592138.875000 Penalty: 942.282654
	Iteration 19Q: 3 clusters Score -1592139 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1592232.125000 Penalty: 942.282654
	Iteration 20F: 3 clusters Score -1592232 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -1592326.125000 Penalty: 942.282654
	Iteration 21Q: 3 clusters Score -1592326 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -1592405.625000 Penalty: 942.282654
	Iteration 22Q: 3 clusters Score -1592406 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -1592478.875000 Penalty: 942.282654
	Iteration 23Q: 3 clusters Score -1592479 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -1592565.000000 Penalty: 942.282654
	Iteration 24Q: 3 clusters Score -1592565 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -1592636.750000 Penalty: 942.282654
	Iteration 25Q: 3 clusters Score -1592637 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -1592713.875000 Penalty: 942.282654
	Iteration 26Q: 3 clusters Score -1592714 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -1592783.250000 Penalty: 942.282654
	Iteration 27Q: 3 clusters Score -1592783 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -1592875.500000 Penalty: 942.282654
	Iteration 28Q: 3 clusters Score -1592876 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -1592958.750000 Penalty: 942.282654
	Iteration 29Q: 3 clusters Score -1592959 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -1593036.250000 Penalty: 942.282654
	Iteration 30Q: 3 clusters Score -1593036 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -1593115.375000 Penalty: 942.282654
	Iteration 31Q: 3 clusters Score -1593115 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -1593189.625000 Penalty: 942.282654
	Iteration 32Q: 3 clusters Score -1593190 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -1593263.125000 Penalty: 942.282654
	Iteration 33Q: 3 clusters Score -1593263 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -1593345.375000 Penalty: 942.282654
	Iteration 34Q: 3 clusters Score -1593345 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -1593415.375000 Penalty: 942.282654
	Iteration 35Q: 3 clusters Score -1593415 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -1593489.250000 Penalty: 942.282654
	Iteration 36Q: 3 clusters Score -1593489 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -1593574.750000 Penalty: 942.282654
	Iteration 37Q: 3 clusters Score -1593575 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -1593664.625000 Penalty: 942.282654
	Iteration 38Q: 3 clusters Score -1593665 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -1593755.125000 Penalty: 942.282654
	Iteration 39Q: 3 clusters Score -1593755 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -1593835.500000 Penalty: 942.282654
	Iteration 40F: 3 clusters Score -1593836 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -1593907.750000 Penalty: 942.282654
	Iteration 41Q: 3 clusters Score -1593908 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -1594002.500000 Penalty: 942.282654
	Iteration 42Q: 3 clusters Score -1594002 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -1594083.875000 Penalty: 942.282654
	Iteration 43Q: 3 clusters Score -1594084 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -1594142.375000 Penalty: 942.282654
	Iteration 44Q: 3 clusters Score -1594142 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -1594199.625000 Penalty: 942.282654
	Iteration 45Q: 3 clusters Score -1594200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -1594248.625000 Penalty: 942.282654
	Iteration 46Q: 3 clusters Score -1594249 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -1594297.875000 Penalty: 942.282654
	Iteration 47Q: 3 clusters Score -1594298 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -1594341.000000 Penalty: 942.282654
	Iteration 48Q: 3 clusters Score -1594341 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -1594374.000000 Penalty: 942.282654
	Iteration 49Q: 3 clusters Score -1594374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -1594398.000000 Penalty: 942.282654
	Iteration 50Q: 3 clusters Score -1594398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -1594412.625000 Penalty: 942.282654
	Iteration 51Q: 3 clusters Score -1594413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -1594424.625000 Penalty: 942.282654
	Iteration 52Q: 3 clusters Score -1594425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -1594439.125000 Penalty: 942.282654
	Iteration 53Q: 3 clusters Score -1594439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -1594448.000000 Penalty: 942.282654
	Iteration 54Q: 3 clusters Score -1594448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -1594455.750000 Penalty: 942.282654
	Iteration 55Q: 3 clusters Score -1594456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -1594460.250000 Penalty: 942.282654
	Iteration 56Q: 3 clusters Score -1594460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -1594467.750000 Penalty: 942.282654
	Iteration 57Q: 3 clusters Score -1594468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -1594475.125000 Penalty: 942.282654
	Iteration 58Q: 3 clusters Score -1594475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -1594484.500000 Penalty: 942.282654
	Iteration 59Q: 3 clusters Score -1594484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -1594496.000000 Penalty: 942.282654
	Iteration 60F: 3 clusters Score -1594496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -1594506.625000 Penalty: 942.282654
	Iteration 61Q: 3 clusters Score -1594507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -1594514.000000 Penalty: 942.282654
	Iteration 62Q: 3 clusters Score -1594514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -1594520.000000 Penalty: 942.282654
	Iteration 63Q: 3 clusters Score -1594520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -1594522.750000 Penalty: 942.282654
	Iteration 64Q: 3 clusters Score -1594523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -1594523.250000 Penalty: 942.282654
	Iteration 65Q: 3 clusters Score -1594523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -1594524.125000 Penalty: 942.282654
	Iteration 66Q: 3 clusters Score -1594524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -1594525.000000 Penalty: 942.282654
	Iteration 67Q: 3 clusters Score -1594525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -1594526.125000 Penalty: 942.282654
	Iteration 68Q: 3 clusters Score -1594526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -1594525.625000 Penalty: 942.282654
	Iteration 69Q: 3 clusters Score -1594526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -1594527.375000 Penalty: 942.282654
	Iteration 70Q: 3 clusters Score -1594527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -1594530.125000 Penalty: 942.282654
	Iteration 71Q: 3 clusters Score -1594530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -1594530.875000 Penalty: 942.282654
	Iteration 72Q: 3 clusters Score -1594531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -1594531.875000 Penalty: 942.282654
	Iteration 73Q: 3 clusters Score -1594532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -1594532.875000 Penalty: 942.282654
	Iteration 74Q: 3 clusters Score -1594533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -1594534.375000 Penalty: 942.282654
	Iteration 75Q: 3 clusters Score -1594534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -1594535.375000 Penalty: 942.282654
	Iteration 76Q: 3 clusters Score -1594535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -1594535.375000 Penalty: 942.282654
	Iteration 77F: 3 clusters Score -1594535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -22281.781250 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -22281.78 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 282 members 
Entering Unmasked Estep 
Score: -21772.089844 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -21772.09 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21985.029297 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -21985.03 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22128.421875 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -22128.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22216.750000 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -22216.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22267.300781 Penalty: 576.489929
	Iteration 4Q: 3 clusters Score -22267.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22289.882812 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -22289.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22314.433594 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -22314.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22325.683594 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -22325.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22331.164062 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -22331.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22336.501953 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -22336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22341.035156 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -22341.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22343.222656 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -22343.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22343.654297 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -22343.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22344.378906 Penalty: 576.489929
	Iteration 13Q: 3 clusters Score -22344.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22344.378906 Penalty: 576.489929
	Iteration 14F: 3 clusters Score -22344.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108062 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1730 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27693 members 
Mstep: Class 13 contains 346635 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27399 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42982 members 
Mstep: Class 25 contains 31406 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 411 members 
Entering Unmasked Estep 
Score: -28389088.000000 Penalty: 16968.279297
Splitting cluster 26 changes total score from -28389334.000000 to -28389088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -13054.840820 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -13054.84 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 163 members 
Entering Unmasked Estep 
Score: -12682.405273 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -12682.41 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12778.480469 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -12778.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12798.498047 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -12798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12804.008789 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -12804.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12807.741211 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -12807.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12814.968750 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -12814.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12831.029297 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -12831.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12842.568359 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -12842.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12852.945312 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -12852.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12855.715820 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -12855.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12856.609375 Penalty: 522.613281
	Iteration 10Q: 3 clusters Score -12856.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12857.563477 Penalty: 522.613281
	Iteration 11Q: 3 clusters Score -12857.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12859.241211 Penalty: 522.613281
	Iteration 12Q: 3 clusters Score -12859.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12859.930664 Penalty: 522.613281
	Iteration 13Q: 3 clusters Score -12859.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12860.914062 Penalty: 522.613281
	Iteration 14Q: 3 clusters Score -12860.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12862.371094 Penalty: 522.613281
	Iteration 15Q: 3 clusters Score -12862.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12866.491211 Penalty: 522.613281
	Iteration 16Q: 3 clusters Score -12866.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12868.666016 Penalty: 522.613281
	Iteration 17Q: 3 clusters Score -12868.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12870.528320 Penalty: 522.613281
	Iteration 18Q: 3 clusters Score -12870.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12871.152344 Penalty: 522.613281
	Iteration 19Q: 3 clusters Score -12871.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12871.152344 Penalty: 522.613281
	Iteration 20F: 3 clusters Score -12871.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108062 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1730 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27693 members 
Mstep: Class 13 contains 346635 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27399 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 42982 members 
Mstep: Class 25 contains 31406 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389334.000000 Penalty: 16362.268555
Iteration 119Q: 28 clusters Score -2.838933e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108067 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27693 members 
Mstep: Class 13 contains 346590 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27364 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43016 members 
Mstep: Class 25 contains 31486 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389324.000000 Penalty: 16362.268555
Iteration 120F: 28 clusters Score -2.838932e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108068 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1710 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27690 members 
Mstep: Class 13 contains 346536 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27338 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43050 members 
Mstep: Class 25 contains 31565 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389300.000000 Penalty: 16362.268555
Iteration 121Q: 28 clusters Score -2.83893e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108070 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1703 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27687 members 
Mstep: Class 13 contains 346499 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4550 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27306 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43065 members 
Mstep: Class 25 contains 31645 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389344.000000 Penalty: 16362.268555
Iteration 122Q: 28 clusters Score -2.838934e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108070 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5004 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27683 members 
Mstep: Class 13 contains 346452 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27285 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43087 members 
Mstep: Class 25 contains 31720 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389390.000000 Penalty: 16362.268555
Iteration 123Q: 28 clusters Score -2.838939e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108069 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27680 members 
Mstep: Class 13 contains 346418 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27262 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43115 members 
Mstep: Class 25 contains 31792 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389394.000000 Penalty: 16362.268555
Iteration 124Q: 28 clusters Score -2.838939e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108071 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1685 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27673 members 
Mstep: Class 13 contains 346395 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27240 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43128 members 
Mstep: Class 25 contains 31854 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389462.000000 Penalty: 16362.268555
Iteration 125Q: 28 clusters Score -2.838946e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108075 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27665 members 
Mstep: Class 13 contains 346362 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4547 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27226 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43138 members 
Mstep: Class 25 contains 31920 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389482.000000 Penalty: 16362.268555
Iteration 126Q: 28 clusters Score -2.838948e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108088 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1667 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27658 members 
Mstep: Class 13 contains 346318 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27217 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43160 members 
Mstep: Class 25 contains 31977 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389512.000000 Penalty: 16362.268555
Iteration 127Q: 28 clusters Score -2.838951e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108097 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4909 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1661 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27650 members 
Mstep: Class 13 contains 346288 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27204 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43171 members 
Mstep: Class 25 contains 32029 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389512.000000 Penalty: 16362.268555
Iteration 128Q: 28 clusters Score -2.838951e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108101 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27637 members 
Mstep: Class 13 contains 346279 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27184 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43181 members 
Mstep: Class 25 contains 32074 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389508.000000 Penalty: 16362.268555
Iteration 129Q: 28 clusters Score -2.838951e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27630 members 
Mstep: Class 13 contains 346282 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 27167 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43183 members 
Mstep: Class 25 contains 32106 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389492.000000 Penalty: 16362.268555
Iteration 130Q: 28 clusters Score -2.838949e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108109 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1647 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27626 members 
Mstep: Class 13 contains 346268 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27151 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43192 members 
Mstep: Class 25 contains 32146 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389506.000000 Penalty: 16362.268555
Iteration 131Q: 28 clusters Score -2.838951e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108110 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27625 members 
Mstep: Class 13 contains 346251 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27138 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43195 members 
Mstep: Class 25 contains 32183 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389500.000000 Penalty: 16362.268555
Iteration 132Q: 28 clusters Score -2.83895e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108111 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1643 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27623 members 
Mstep: Class 13 contains 346233 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4544 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27125 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43201 members 
Mstep: Class 25 contains 32218 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389488.000000 Penalty: 16362.268555
Iteration 133Q: 28 clusters Score -2.838949e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108113 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4855 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1641 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27622 members 
Mstep: Class 13 contains 346234 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4543 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27111 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43198 members 
Mstep: Class 25 contains 32239 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389492.000000 Penalty: 16362.268555
Iteration 134Q: 28 clusters Score -2.838949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108113 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4855 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1641 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27622 members 
Mstep: Class 13 contains 346224 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27098 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43196 members 
Mstep: Class 25 contains 32265 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389486.000000 Penalty: 16362.268555
Iteration 135Q: 28 clusters Score -2.838949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108114 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1641 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27620 members 
Mstep: Class 13 contains 346214 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4541 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27087 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43199 members 
Mstep: Class 25 contains 32288 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389488.000000 Penalty: 16362.268555
Iteration 136Q: 28 clusters Score -2.838949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108113 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1641 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27620 members 
Mstep: Class 13 contains 346206 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4539 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27081 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43199 members 
Mstep: Class 25 contains 32306 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389516.000000 Penalty: 16362.268555
Iteration 137Q: 28 clusters Score -2.838952e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108114 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1641 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27616 members 
Mstep: Class 13 contains 346188 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27073 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43205 members 
Mstep: Class 25 contains 32335 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389512.000000 Penalty: 16362.268555
Iteration 138Q: 28 clusters Score -2.838951e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108115 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4839 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1640 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27616 members 
Mstep: Class 13 contains 346163 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27068 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43211 members 
Mstep: Class 25 contains 32367 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389546.000000 Penalty: 16362.268555
Iteration 139Q: 28 clusters Score -2.838955e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108117 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4828 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1637 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27615 members 
Mstep: Class 13 contains 346155 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27062 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43220 members 
Mstep: Class 25 contains 32386 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389564.000000 Penalty: 16362.268555
Iteration 140F: 28 clusters Score -2.838956e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108117 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1636 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27615 members 
Mstep: Class 13 contains 346146 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27058 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43226 members 
Mstep: Class 25 contains 32408 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389574.000000 Penalty: 16362.268555
Iteration 141Q: 28 clusters Score -2.838957e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108116 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1634 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27614 members 
Mstep: Class 13 contains 346138 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27056 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43230 members 
Mstep: Class 25 contains 32426 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389586.000000 Penalty: 16362.268555
Iteration 142Q: 28 clusters Score -2.838959e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108115 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4803 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1633 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27610 members 
Mstep: Class 13 contains 346130 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4520 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27052 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43244 members 
Mstep: Class 25 contains 32445 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389594.000000 Penalty: 16362.268555
Iteration 143Q: 28 clusters Score -2.838959e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108114 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27602 members 
Mstep: Class 13 contains 346136 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4518 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27049 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43248 members 
Mstep: Class 25 contains 32459 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389560.000000 Penalty: 16362.268555
Iteration 144Q: 28 clusters Score -2.838956e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108112 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27594 members 
Mstep: Class 13 contains 346134 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 4514 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27048 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43249 members 
Mstep: Class 25 contains 32479 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389540.000000 Penalty: 16362.268555
Iteration 145Q: 28 clusters Score -2.838954e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108110 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27588 members 
Mstep: Class 13 contains 346130 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4512 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27047 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43251 members 
Mstep: Class 25 contains 32496 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389534.000000 Penalty: 16362.268555
Iteration 146Q: 28 clusters Score -2.838953e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108109 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27584 members 
Mstep: Class 13 contains 346129 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4509 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27045 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43255 members 
Mstep: Class 25 contains 32508 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389556.000000 Penalty: 16362.268555
Iteration 147Q: 28 clusters Score -2.838956e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108109 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4775 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27581 members 
Mstep: Class 13 contains 346126 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27043 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43260 members 
Mstep: Class 25 contains 32519 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389564.000000 Penalty: 16362.268555
Iteration 148Q: 28 clusters Score -2.838956e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27579 members 
Mstep: Class 13 contains 346123 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27041 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43263 members 
Mstep: Class 25 contains 32531 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389592.000000 Penalty: 16362.268555
Iteration 149Q: 28 clusters Score -2.838959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27579 members 
Mstep: Class 13 contains 346123 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4502 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43265 members 
Mstep: Class 25 contains 32538 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389598.000000 Penalty: 16362.268555
Iteration 150Q: 28 clusters Score -2.83896e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4759 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27579 members 
Mstep: Class 13 contains 346122 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43270 members 
Mstep: Class 25 contains 32547 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389620.000000 Penalty: 16362.268555
Iteration 151Q: 28 clusters Score -2.838962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27578 members 
Mstep: Class 13 contains 346115 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4490 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43283 members 
Mstep: Class 25 contains 32559 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389620.000000 Penalty: 16362.268555
Iteration 152Q: 28 clusters Score -2.838962e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27578 members 
Mstep: Class 13 contains 346115 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43284 members 
Mstep: Class 25 contains 32570 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389654.000000 Penalty: 16362.268555
Iteration 153Q: 28 clusters Score -2.838965e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27578 members 
Mstep: Class 13 contains 346116 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4464 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43287 members 
Mstep: Class 25 contains 32578 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389672.000000 Penalty: 16362.268555
Iteration 154Q: 28 clusters Score -2.838967e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27578 members 
Mstep: Class 13 contains 346111 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43285 members 
Mstep: Class 25 contains 32589 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389704.000000 Penalty: 16362.268555
Iteration 155Q: 28 clusters Score -2.83897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 346112 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43281 members 
Mstep: Class 25 contains 32598 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389696.000000 Penalty: 16362.268555
Iteration 156Q: 28 clusters Score -2.83897e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1631 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 346109 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43280 members 
Mstep: Class 25 contains 32605 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389692.000000 Penalty: 16362.268555
Iteration 157Q: 28 clusters Score -2.838969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 346104 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43282 members 
Mstep: Class 25 contains 32612 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389702.000000 Penalty: 16362.268555
Iteration 158Q: 28 clusters Score -2.83897e+07 nChanged 20
Entering ConstructFrom: 
Score: -28389702.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -37995.035156 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -37995.04 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 382 members 
Entering Unmasked Estep 
Score: -37346.210938 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -37346.21 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37516.011719 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -37516.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37544.390625 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -37544.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37561.035156 Penalty: 605.057556
	Iteration 3Q: 3 clusters Score -37561.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37574.968750 Penalty: 605.057556
	Iteration 4Q: 3 clusters Score -37574.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37587.214844 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -37587.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37591.878906 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -37591.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37594.394531 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -37594.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37595.929688 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -37595.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37597.042969 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -37597.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37597.484375 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -37597.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37598.480469 Penalty: 605.057556
	Iteration 11Q: 3 clusters Score -37598.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37599.050781 Penalty: 605.057556
	Iteration 12Q: 3 clusters Score -37599.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37599.125000 Penalty: 605.057556
	Iteration 13Q: 3 clusters Score -37599.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37599.125000 Penalty: 605.057556
	Iteration 14F: 3 clusters Score -37599.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Entering Unmasked Estep 
Score: -5297899.500000 Penalty: 527.383179
	Iteration 0F: 2 clusters Score -5297900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -5224814.500000 Penalty: 1054.766357
	Iteration 0F: 3 clusters Score -5224814 nChanged 52909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -5258757.500000 Penalty: 1054.766357
	Iteration 1F: 3 clusters Score -5258758 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -5261881.000000 Penalty: 1054.766357
	Iteration 2F: 3 clusters Score -5261881 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -5266589.000000 Penalty: 1054.766357
	Iteration 3F: 3 clusters Score -5266589 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -5272570.000000 Penalty: 1054.766357
	Iteration 4F: 3 clusters Score -5272570 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -5278746.500000 Penalty: 1054.766357
	Iteration 5F: 3 clusters Score -5278746 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -5284059.500000 Penalty: 1054.766357
	Iteration 6F: 3 clusters Score -5284060 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -5287988.000000 Penalty: 1054.766357
	Iteration 7Q: 3 clusters Score -5287988 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -5291019.500000 Penalty: 1054.766357
	Iteration 8Q: 3 clusters Score -5291020 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
Score: -5293321.500000 Penalty: 1054.766357
	Iteration 9Q: 3 clusters Score -5293322 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -5295040.000000 Penalty: 1054.766357
	Iteration 10Q: 3 clusters Score -5295040 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -5296218.500000 Penalty: 1054.766357
	Iteration 11Q: 3 clusters Score -5296218 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -5296935.000000 Penalty: 1054.766357
	Iteration 12Q: 3 clusters Score -5296935 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 107797 members 
Entering Unmasked Estep 
Score: -5297250.500000 Penalty: 1054.766357
	Iteration 13Q: 3 clusters Score -5297250 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 107932 members 
Entering Unmasked Estep 
Score: -5297364.500000 Penalty: 1054.766357
	Iteration 14Q: 3 clusters Score -5297364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -5297414.000000 Penalty: 1054.766357
	Iteration 15Q: 3 clusters Score -5297414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
Score: -5297434.000000 Penalty: 1054.766357
	Iteration 16Q: 3 clusters Score -5297434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 108010 members 
Entering Unmasked Estep 
Score: -5297439.000000 Penalty: 1054.766357
	Iteration 17Q: 3 clusters Score -5297439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108012 members 
Entering Unmasked Estep 
Score: -5297443.500000 Penalty: 1054.766357
	Iteration 18Q: 3 clusters Score -5297444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -5297446.500000 Penalty: 1054.766357
	Iteration 19Q: 3 clusters Score -5297446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -5297447.500000 Penalty: 1054.766357
	Iteration 20F: 3 clusters Score -5297448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -5297448.000000 Penalty: 1054.766357
	Iteration 21Q: 3 clusters Score -5297448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -5297451.500000 Penalty: 1054.766357
	Iteration 22Q: 3 clusters Score -5297452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 108018 members 
Entering Unmasked Estep 
Score: -5297452.000000 Penalty: 1054.766357
	Iteration 23Q: 3 clusters Score -5297452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -5297450.500000 Penalty: 1054.766357
	Iteration 24Q: 3 clusters Score -5297450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -5297450.000000 Penalty: 1054.766357
	Iteration 25Q: 3 clusters Score -5297450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -5297450.000000 Penalty: 1054.766357
	Iteration 26F: 3 clusters Score -5297450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -79069.867188 Penalty: 336.056213
	Iteration 0F: 2 clusters Score -79069.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -77844.695312 Penalty: 672.112427
	Iteration 0F: 3 clusters Score -77844.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -78278.523438 Penalty: 672.112427
	Iteration 1F: 3 clusters Score -78278.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -78342.789062 Penalty: 672.112427
	Iteration 2F: 3 clusters Score -78342.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -78387.890625 Penalty: 672.112427
	Iteration 3F: 3 clusters Score -78387.89 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -78433.007812 Penalty: 672.112427
	Iteration 4Q: 3 clusters Score -78433.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -78475.492188 Penalty: 672.112427
	Iteration 5Q: 3 clusters Score -78475.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -78503.843750 Penalty: 672.112427
	Iteration 6Q: 3 clusters Score -78503.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -78523.453125 Penalty: 672.112427
	Iteration 7Q: 3 clusters Score -78523.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -78540.640625 Penalty: 672.112427
	Iteration 8Q: 3 clusters Score -78540.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -78551.898438 Penalty: 672.112427
	Iteration 9Q: 3 clusters Score -78551.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -78559.757812 Penalty: 672.112427
	Iteration 10Q: 3 clusters Score -78559.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -78565.710938 Penalty: 672.112427
	Iteration 11Q: 3 clusters Score -78565.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -78568.312500 Penalty: 672.112427
	Iteration 12Q: 3 clusters Score -78568.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -78570.156250 Penalty: 672.112427
	Iteration 13Q: 3 clusters Score -78570.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -78572.507812 Penalty: 672.112427
	Iteration 14Q: 3 clusters Score -78572.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -78575.093750 Penalty: 672.112427
	Iteration 15Q: 3 clusters Score -78575.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -78578.398438 Penalty: 672.112427
	Iteration 16Q: 3 clusters Score -78578.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -78581.500000 Penalty: 672.112427
	Iteration 17Q: 3 clusters Score -78581.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -78585.796875 Penalty: 672.112427
	Iteration 18Q: 3 clusters Score -78585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -78590.421875 Penalty: 672.112427
	Iteration 19Q: 3 clusters Score -78590.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -78592.539062 Penalty: 672.112427
	Iteration 20F: 3 clusters Score -78592.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -78593.382812 Penalty: 672.112427
	Iteration 21Q: 3 clusters Score -78593.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -78594.093750 Penalty: 672.112427
	Iteration 22Q: 3 clusters Score -78594.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -78594.171875 Penalty: 672.112427
	Iteration 23Q: 3 clusters Score -78594.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -78594.421875 Penalty: 672.112427
	Iteration 24Q: 3 clusters Score -78594.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78594.609375 Penalty: 672.112427
	Iteration 25Q: 3 clusters Score -78594.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78594.609375 Penalty: 672.112427
	Iteration 26F: 3 clusters Score -78594.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -33095.011719 Penalty: 300.417755
	Iteration 0F: 2 clusters Score -33095.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -32460.281250 Penalty: 600.835510
	Iteration 0F: 3 clusters Score -32460.28 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32599.613281 Penalty: 600.835510
	Iteration 1F: 3 clusters Score -32599.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32627.328125 Penalty: 600.835510
	Iteration 2F: 3 clusters Score -32627.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32641.585938 Penalty: 600.835510
	Iteration 3Q: 3 clusters Score -32641.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32648.832031 Penalty: 600.835510
	Iteration 4Q: 3 clusters Score -32648.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32654.654297 Penalty: 600.835510
	Iteration 5Q: 3 clusters Score -32654.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32661.734375 Penalty: 600.835510
	Iteration 6Q: 3 clusters Score -32661.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32671.279297 Penalty: 600.835510
	Iteration 7Q: 3 clusters Score -32671.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32683.492188 Penalty: 600.835510
	Iteration 8Q: 3 clusters Score -32683.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32692.000000 Penalty: 600.835510
	Iteration 9Q: 3 clusters Score -32692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32699.732422 Penalty: 600.835510
	Iteration 10Q: 3 clusters Score -32699.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -32705.802734 Penalty: 600.835510
	Iteration 11Q: 3 clusters Score -32705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32709.593750 Penalty: 600.835510
	Iteration 12Q: 3 clusters Score -32709.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32712.898438 Penalty: 600.835510
	Iteration 13Q: 3 clusters Score -32712.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32714.232422 Penalty: 600.835510
	Iteration 14Q: 3 clusters Score -32714.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32716.996094 Penalty: 600.835510
	Iteration 15Q: 3 clusters Score -32717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32720.279297 Penalty: 600.835510
	Iteration 16Q: 3 clusters Score -32720.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32724.609375 Penalty: 600.835510
	Iteration 17Q: 3 clusters Score -32724.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32730.001953 Penalty: 600.835510
	Iteration 18Q: 3 clusters Score -32730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32732.765625 Penalty: 600.835510
	Iteration 19Q: 3 clusters Score -32732.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32743.628906 Penalty: 600.835510
	Iteration 20F: 3 clusters Score -32743.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32774.679688 Penalty: 600.835510
	Iteration 21Q: 3 clusters Score -32774.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32781.800781 Penalty: 600.835510
	Iteration 22Q: 3 clusters Score -32781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32791.113281 Penalty: 600.835510
	Iteration 23Q: 3 clusters Score -32791.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -32808.648438 Penalty: 600.835510
	Iteration 24Q: 3 clusters Score -32808.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32827.429688 Penalty: 600.835510
	Iteration 25Q: 3 clusters Score -32827.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32844.410156 Penalty: 600.835510
	Iteration 26Q: 3 clusters Score -32844.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -32864.160156 Penalty: 600.835510
	Iteration 27Q: 3 clusters Score -32864.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -32876.332031 Penalty: 600.835510
	Iteration 28Q: 3 clusters Score -32876.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -32887.144531 Penalty: 600.835510
	Iteration 29Q: 3 clusters Score -32887.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32894.097656 Penalty: 600.835510
	Iteration 30Q: 3 clusters Score -32894.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -32899.968750 Penalty: 600.835510
	Iteration 31Q: 3 clusters Score -32899.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -32905.230469 Penalty: 600.835510
	Iteration 32Q: 3 clusters Score -32905.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -32906.480469 Penalty: 600.835510
	Iteration 33Q: 3 clusters Score -32906.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -32906.878906 Penalty: 600.835510
	Iteration 34F: 3 clusters Score -32906.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32909.519531 Penalty: 600.835510
	Iteration 35Q: 3 clusters Score -32909.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32915.753906 Penalty: 600.835510
	Iteration 36Q: 3 clusters Score -32915.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -32917.507812 Penalty: 600.835510
	Iteration 37Q: 3 clusters Score -32917.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -32918.925781 Penalty: 600.835510
	Iteration 38Q: 3 clusters Score -32918.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -32919.039062 Penalty: 600.835510
	Iteration 39Q: 3 clusters Score -32919.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -32919.039062 Penalty: 600.835510
	Iteration 40F: 3 clusters Score -32919.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -13212.232422 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -13212.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12866.861328 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -12866.86 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13007.186523 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -13007.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13049.468750 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -13049.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13066.175781 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -13066.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13082.039062 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -13082.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13098.189453 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -13098.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13118.988281 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -13118.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13133.275391 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -13133.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13137.009766 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -13137.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13138.473633 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -13138.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13139.693359 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -13139.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13140.136719 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -13140.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13140.407227 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -13140.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13140.407227 Penalty: 524.632385
	Iteration 13F: 3 clusters Score -13140.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Entering Unmasked Estep 
Score: -102429.203125 Penalty: 348.234009
	Iteration 0F: 2 clusters Score -102429.2 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 1065 members 
Entering Unmasked Estep 
Score: -100922.296875 Penalty: 696.468018
	Iteration 0F: 3 clusters Score -100922.3 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -101384.695312 Penalty: 696.468018
	Iteration 1F: 3 clusters Score -101384.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101500.382812 Penalty: 696.468018
	Iteration 2F: 3 clusters Score -101500.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101605.382812 Penalty: 696.468018
	Iteration 3F: 3 clusters Score -101605.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -101701.710938 Penalty: 696.468018
	Iteration 4F: 3 clusters Score -101701.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -101790.164062 Penalty: 696.468018
	Iteration 5F: 3 clusters Score -101790.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -101898.375000 Penalty: 696.468018
	Iteration 6F: 3 clusters Score -101898.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -102002.523438 Penalty: 696.468018
	Iteration 7F: 3 clusters Score -102002.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -102078.742188 Penalty: 696.468018
	Iteration 8Q: 3 clusters Score -102078.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -102119.929688 Penalty: 696.468018
	Iteration 9Q: 3 clusters Score -102119.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -102132.570312 Penalty: 696.468018
	Iteration 10Q: 3 clusters Score -102132.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -102136.359375 Penalty: 696.468018
	Iteration 11Q: 3 clusters Score -102136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -102138.781250 Penalty: 696.468018
	Iteration 12Q: 3 clusters Score -102138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -102142.007812 Penalty: 696.468018
	Iteration 13Q: 3 clusters Score -102142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -102143.476562 Penalty: 696.468018
	Iteration 14Q: 3 clusters Score -102143.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -102144.515625 Penalty: 696.468018
	Iteration 15Q: 3 clusters Score -102144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -102145.453125 Penalty: 696.468018
	Iteration 16Q: 3 clusters Score -102145.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -102147.070312 Penalty: 696.468018
	Iteration 17Q: 3 clusters Score -102147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -102148.335938 Penalty: 696.468018
	Iteration 18Q: 3 clusters Score -102148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -102150.460938 Penalty: 696.468018
	Iteration 19Q: 3 clusters Score -102150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -102152.773438 Penalty: 696.468018
	Iteration 20F: 3 clusters Score -102152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -102154.406250 Penalty: 696.468018
	Iteration 21Q: 3 clusters Score -102154.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -102154.601562 Penalty: 696.468018
	Iteration 22Q: 3 clusters Score -102154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -102154.601562 Penalty: 696.468018
	Iteration 23F: 3 clusters Score -102154.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -21365.746094 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -21365.75 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 261 members 
Entering Unmasked Estep 
Score: -20870.312500 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -20870.31 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21000.507812 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -21000.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21051.251953 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -21051.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21144.251953 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -21144.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21262.550781 Penalty: 572.025818
	Iteration 4F: 3 clusters Score -21262.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21391.082031 Penalty: 572.025818
	Iteration 5F: 3 clusters Score -21391.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21510.884766 Penalty: 572.025818
	Iteration 6F: 3 clusters Score -21510.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21531.310547 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -21531.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21545.878906 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -21545.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21547.410156 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -21547.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21547.410156 Penalty: 572.025818
	Iteration 10F: 3 clusters Score -21547.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 346097 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43285 members 
Mstep: Class 25 contains 32619 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 354 members 
Entering Unmasked Estep 
Score: -28389528.000000 Penalty: 16968.279297
Splitting cluster 7 changes total score from -28389702.000000 to -28389528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Entering Unmasked Estep 
Score: -221641.515625 Penalty: 385.503937
	Iteration 0F: 2 clusters Score -221641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -218339.390625 Penalty: 771.007874
	Iteration 0F: 3 clusters Score -218339.4 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -219599.062500 Penalty: 771.007874
	Iteration 1F: 3 clusters Score -219599.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -219726.750000 Penalty: 771.007874
	Iteration 2F: 3 clusters Score -219726.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -219863.828125 Penalty: 771.007874
	Iteration 3F: 3 clusters Score -219863.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -220033.937500 Penalty: 771.007874
	Iteration 4F: 3 clusters Score -220033.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -220251.093750 Penalty: 771.007874
	Iteration 5F: 3 clusters Score -220251.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -220509.687500 Penalty: 771.007874
	Iteration 6F: 3 clusters Score -220509.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -220788.343750 Penalty: 771.007874
	Iteration 7F: 3 clusters Score -220788.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -221045.828125 Penalty: 771.007874
	Iteration 8F: 3 clusters Score -221045.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -221201.375000 Penalty: 771.007874
	Iteration 9Q: 3 clusters Score -221201.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -221258.609375 Penalty: 771.007874
	Iteration 10Q: 3 clusters Score -221258.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -221280.750000 Penalty: 771.007874
	Iteration 11Q: 3 clusters Score -221280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -221291.484375 Penalty: 771.007874
	Iteration 12Q: 3 clusters Score -221291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -221297.703125 Penalty: 771.007874
	Iteration 13Q: 3 clusters Score -221297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -221299.640625 Penalty: 771.007874
	Iteration 14Q: 3 clusters Score -221299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -221303.093750 Penalty: 771.007874
	Iteration 15Q: 3 clusters Score -221303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -221307.218750 Penalty: 771.007874
	Iteration 16Q: 3 clusters Score -221307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -221314.250000 Penalty: 771.007874
	Iteration 17Q: 3 clusters Score -221314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -221315.906250 Penalty: 771.007874
	Iteration 18Q: 3 clusters Score -221315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -221315.906250 Penalty: 771.007874
	Iteration 19F: 3 clusters Score -221315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -99497.765625 Penalty: 346.652771
	Iteration 0F: 2 clusters Score -99497.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -98057.093750 Penalty: 693.305542
	Iteration 0F: 3 clusters Score -98057.09 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -98496.757812 Penalty: 693.305542
	Iteration 1F: 3 clusters Score -98496.76 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -98545.609375 Penalty: 693.305542
	Iteration 2F: 3 clusters Score -98545.61 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -98577.531250 Penalty: 693.305542
	Iteration 3Q: 3 clusters Score -98577.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98596.648438 Penalty: 693.305542
	Iteration 4Q: 3 clusters Score -98596.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -98614.617188 Penalty: 693.305542
	Iteration 5Q: 3 clusters Score -98614.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -98628.789062 Penalty: 693.305542
	Iteration 6Q: 3 clusters Score -98628.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -98639.507812 Penalty: 693.305542
	Iteration 7Q: 3 clusters Score -98639.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -98649.984375 Penalty: 693.305542
	Iteration 8Q: 3 clusters Score -98649.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -98659.593750 Penalty: 693.305542
	Iteration 9Q: 3 clusters Score -98659.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -98667.515625 Penalty: 693.305542
	Iteration 10Q: 3 clusters Score -98667.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -98680.054688 Penalty: 693.305542
	Iteration 11Q: 3 clusters Score -98680.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -98700.234375 Penalty: 693.305542
	Iteration 12Q: 3 clusters Score -98700.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -98725.000000 Penalty: 693.305542
	Iteration 13Q: 3 clusters Score -98725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -98766.367188 Penalty: 693.305542
	Iteration 14Q: 3 clusters Score -98766.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98825.929688 Penalty: 693.305542
	Iteration 15Q: 3 clusters Score -98825.93 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98892.210938 Penalty: 693.305542
	Iteration 16Q: 3 clusters Score -98892.21 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98969.796875 Penalty: 693.305542
	Iteration 17Q: 3 clusters Score -98969.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -99054.226562 Penalty: 693.305542
	Iteration 18Q: 3 clusters Score -99054.23 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -99143.421875 Penalty: 693.305542
	Iteration 19Q: 3 clusters Score -99143.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -99195.468750 Penalty: 693.305542
	Iteration 20F: 3 clusters Score -99195.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -99226.718750 Penalty: 693.305542
	Iteration 21Q: 3 clusters Score -99226.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -99248.851562 Penalty: 693.305542
	Iteration 22Q: 3 clusters Score -99248.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -99264.710938 Penalty: 693.305542
	Iteration 23Q: 3 clusters Score -99264.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -99270.367188 Penalty: 693.305542
	Iteration 24Q: 3 clusters Score -99270.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -99273.218750 Penalty: 693.305542
	Iteration 25Q: 3 clusters Score -99273.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -99273.218750 Penalty: 693.305542
	Iteration 26F: 3 clusters Score -99273.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -72615.156250 Penalty: 336.533234
	Iteration 0F: 2 clusters Score -72615.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -71433.851562 Penalty: 673.066467
	Iteration 0F: 3 clusters Score -71433.85 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -71841.117188 Penalty: 673.066467
	Iteration 1F: 3 clusters Score -71841.12 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -71904.179688 Penalty: 673.066467
	Iteration 2F: 3 clusters Score -71904.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -71929.382812 Penalty: 673.066467
	Iteration 3Q: 3 clusters Score -71929.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -71950.812500 Penalty: 673.066467
	Iteration 4Q: 3 clusters Score -71950.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -71973.000000 Penalty: 673.066467
	Iteration 5Q: 3 clusters Score -71973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -71993.148438 Penalty: 673.066467
	Iteration 6Q: 3 clusters Score -71993.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -72015.484375 Penalty: 673.066467
	Iteration 7Q: 3 clusters Score -72015.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -72039.234375 Penalty: 673.066467
	Iteration 8Q: 3 clusters Score -72039.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -72064.945312 Penalty: 673.066467
	Iteration 9Q: 3 clusters Score -72064.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -72101.875000 Penalty: 673.066467
	Iteration 10Q: 3 clusters Score -72101.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -72129.148438 Penalty: 673.066467
	Iteration 11Q: 3 clusters Score -72129.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -72159.148438 Penalty: 673.066467
	Iteration 12Q: 3 clusters Score -72159.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -72178.007812 Penalty: 673.066467
	Iteration 13Q: 3 clusters Score -72178.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -72193.460938 Penalty: 673.066467
	Iteration 14Q: 3 clusters Score -72193.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -72204.710938 Penalty: 673.066467
	Iteration 15Q: 3 clusters Score -72204.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -72215.593750 Penalty: 673.066467
	Iteration 16Q: 3 clusters Score -72215.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -72230.789062 Penalty: 673.066467
	Iteration 17Q: 3 clusters Score -72230.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -72244.117188 Penalty: 673.066467
	Iteration 18Q: 3 clusters Score -72244.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -72250.398438 Penalty: 673.066467
	Iteration 19Q: 3 clusters Score -72250.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -72254.000000 Penalty: 673.066467
	Iteration 20F: 3 clusters Score -72254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -72261.078125 Penalty: 673.066467
	Iteration 21Q: 3 clusters Score -72261.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -72265.796875 Penalty: 673.066467
	Iteration 22Q: 3 clusters Score -72265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -72276.250000 Penalty: 673.066467
	Iteration 23Q: 3 clusters Score -72276.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -72282.000000 Penalty: 673.066467
	Iteration 24Q: 3 clusters Score -72282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -72285.773438 Penalty: 673.066467
	Iteration 25Q: 3 clusters Score -72285.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -72291.187500 Penalty: 673.066467
	Iteration 26Q: 3 clusters Score -72291.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -72304.289062 Penalty: 673.066467
	Iteration 27Q: 3 clusters Score -72304.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -72311.812500 Penalty: 673.066467
	Iteration 28Q: 3 clusters Score -72311.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -72321.828125 Penalty: 673.066467
	Iteration 29Q: 3 clusters Score -72321.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -72328.718750 Penalty: 673.066467
	Iteration 30Q: 3 clusters Score -72328.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -72335.054688 Penalty: 673.066467
	Iteration 31Q: 3 clusters Score -72335.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -72341.015625 Penalty: 673.066467
	Iteration 32Q: 3 clusters Score -72341.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -72341.781250 Penalty: 673.066467
	Iteration 33Q: 3 clusters Score -72341.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -72344.648438 Penalty: 673.066467
	Iteration 34Q: 3 clusters Score -72344.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -72347.851562 Penalty: 673.066467
	Iteration 35Q: 3 clusters Score -72347.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -72350.476562 Penalty: 673.066467
	Iteration 36Q: 3 clusters Score -72350.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -72353.640625 Penalty: 673.066467
	Iteration 37Q: 3 clusters Score -72353.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -72355.117188 Penalty: 673.066467
	Iteration 38Q: 3 clusters Score -72355.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -72359.359375 Penalty: 673.066467
	Iteration 39Q: 3 clusters Score -72359.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -72361.375000 Penalty: 673.066467
	Iteration 40F: 3 clusters Score -72361.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -72362.367188 Penalty: 673.066467
	Iteration 41Q: 3 clusters Score -72362.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -72362.820312 Penalty: 673.066467
	Iteration 42Q: 3 clusters Score -72362.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -72363.007812 Penalty: 673.066467
	Iteration 43Q: 3 clusters Score -72363.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -72363.007812 Penalty: 673.066467
	Iteration 44F: 3 clusters Score -72363.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -18227.849609 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -18227.85 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 228 members 
Entering Unmasked Estep 
Score: -17779.619141 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -17779.62 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17931.046875 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -17931.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17966.335938 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -17966.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17982.212891 Penalty: 552.226746
	Iteration 3Q: 3 clusters Score -17982.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17991.326172 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -17991.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17999.318359 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -17999.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18005.673828 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -18005.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18010.552734 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -18010.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18013.501953 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -18013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18016.445312 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -18016.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18016.875000 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -18016.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18016.875000 Penalty: 552.226746
	Iteration 11F: 3 clusters Score -18016.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Entering Unmasked Estep 
Score: -1394272.750000 Penalty: 465.225555
	Iteration 0F: 2 clusters Score -1394273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1375816.500000 Penalty: 930.451111
	Iteration 0F: 3 clusters Score -1375816 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1383882.625000 Penalty: 930.451111
	Iteration 1F: 3 clusters Score -1383883 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1384541.250000 Penalty: 930.451111
	Iteration 2F: 3 clusters Score -1384541 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1385331.625000 Penalty: 930.451111
	Iteration 3F: 3 clusters Score -1385332 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1386298.750000 Penalty: 930.451111
	Iteration 4F: 3 clusters Score -1386299 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1387481.125000 Penalty: 930.451111
	Iteration 5F: 3 clusters Score -1387481 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1388886.500000 Penalty: 930.451111
	Iteration 6F: 3 clusters Score -1388886 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1389928.500000 Penalty: 930.451111
	Iteration 7F: 3 clusters Score -1389928 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1390490.500000 Penalty: 930.451111
	Iteration 8Q: 3 clusters Score -1390490 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1390838.375000 Penalty: 930.451111
	Iteration 9Q: 3 clusters Score -1390838 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1391170.875000 Penalty: 930.451111
	Iteration 10Q: 3 clusters Score -1391171 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1391493.000000 Penalty: 930.451111
	Iteration 11Q: 3 clusters Score -1391493 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1391849.875000 Penalty: 930.451111
	Iteration 12Q: 3 clusters Score -1391850 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1392211.125000 Penalty: 930.451111
	Iteration 13Q: 3 clusters Score -1392211 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1392477.750000 Penalty: 930.451111
	Iteration 14Q: 3 clusters Score -1392478 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1392715.125000 Penalty: 930.451111
	Iteration 15Q: 3 clusters Score -1392715 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1392907.875000 Penalty: 930.451111
	Iteration 16Q: 3 clusters Score -1392908 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1393081.875000 Penalty: 930.451111
	Iteration 17Q: 3 clusters Score -1393082 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1393211.250000 Penalty: 930.451111
	Iteration 18Q: 3 clusters Score -1393211 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1393312.250000 Penalty: 930.451111
	Iteration 19Q: 3 clusters Score -1393312 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1393394.750000 Penalty: 930.451111
	Iteration 20F: 3 clusters Score -1393395 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1393461.125000 Penalty: 930.451111
	Iteration 21Q: 3 clusters Score -1393461 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1393516.375000 Penalty: 930.451111
	Iteration 22Q: 3 clusters Score -1393516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1393570.000000 Penalty: 930.451111
	Iteration 23Q: 3 clusters Score -1393570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1393612.250000 Penalty: 930.451111
	Iteration 24Q: 3 clusters Score -1393612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1393641.750000 Penalty: 930.451111
	Iteration 25Q: 3 clusters Score -1393642 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1393676.250000 Penalty: 930.451111
	Iteration 26Q: 3 clusters Score -1393676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1393703.375000 Penalty: 930.451111
	Iteration 27Q: 3 clusters Score -1393703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1393742.500000 Penalty: 930.451111
	Iteration 28Q: 3 clusters Score -1393742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1393776.000000 Penalty: 930.451111
	Iteration 29Q: 3 clusters Score -1393776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1393791.875000 Penalty: 930.451111
	Iteration 30Q: 3 clusters Score -1393792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1393809.375000 Penalty: 930.451111
	Iteration 31Q: 3 clusters Score -1393809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1393825.500000 Penalty: 930.451111
	Iteration 32Q: 3 clusters Score -1393826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1393843.125000 Penalty: 930.451111
	Iteration 33Q: 3 clusters Score -1393843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1393850.625000 Penalty: 930.451111
	Iteration 34Q: 3 clusters Score -1393851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1393863.250000 Penalty: 930.451111
	Iteration 35Q: 3 clusters Score -1393863 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1393876.750000 Penalty: 930.451111
	Iteration 36Q: 3 clusters Score -1393877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1393882.750000 Penalty: 930.451111
	Iteration 37Q: 3 clusters Score -1393883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1393894.875000 Penalty: 930.451111
	Iteration 38Q: 3 clusters Score -1393895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1393902.375000 Penalty: 930.451111
	Iteration 39Q: 3 clusters Score -1393902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1393908.000000 Penalty: 930.451111
	Iteration 40F: 3 clusters Score -1393908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1393916.375000 Penalty: 930.451111
	Iteration 41Q: 3 clusters Score -1393916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1393921.000000 Penalty: 930.451111
	Iteration 42Q: 3 clusters Score -1393921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1393922.750000 Penalty: 930.451111
	Iteration 43Q: 3 clusters Score -1393923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1393927.250000 Penalty: 930.451111
	Iteration 44Q: 3 clusters Score -1393927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1393935.000000 Penalty: 930.451111
	Iteration 45Q: 3 clusters Score -1393935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1393940.875000 Penalty: 930.451111
	Iteration 46Q: 3 clusters Score -1393941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1393949.625000 Penalty: 930.451111
	Iteration 47Q: 3 clusters Score -1393950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1393960.625000 Penalty: 930.451111
	Iteration 48Q: 3 clusters Score -1393961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1393966.125000 Penalty: 930.451111
	Iteration 49Q: 3 clusters Score -1393966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1393974.375000 Penalty: 930.451111
	Iteration 50Q: 3 clusters Score -1393974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1393977.875000 Penalty: 930.451111
	Iteration 51Q: 3 clusters Score -1393978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1393985.000000 Penalty: 930.451111
	Iteration 52Q: 3 clusters Score -1393985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1393985.875000 Penalty: 930.451111
	Iteration 53Q: 3 clusters Score -1393986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1393985.125000 Penalty: 930.451111
	Iteration 54Q: 3 clusters Score -1393985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1393987.375000 Penalty: 930.451111
	Iteration 55Q: 3 clusters Score -1393987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1393988.000000 Penalty: 930.451111
	Iteration 56Q: 3 clusters Score -1393988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1393989.000000 Penalty: 930.451111
	Iteration 57Q: 3 clusters Score -1393989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1393989.500000 Penalty: 930.451111
	Iteration 58Q: 3 clusters Score -1393990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1393988.875000 Penalty: 930.451111
	Iteration 59Q: 3 clusters Score -1393989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1393989.250000 Penalty: 930.451111
	Iteration 60F: 3 clusters Score -1393989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1393988.875000 Penalty: 930.451111
	Iteration 61Q: 3 clusters Score -1393989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1393990.250000 Penalty: 930.451111
	Iteration 62Q: 3 clusters Score -1393990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1393991.000000 Penalty: 930.451111
	Iteration 63Q: 3 clusters Score -1393991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1393991.000000 Penalty: 930.451111
	Iteration 64F: 3 clusters Score -1393991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (346097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346097 members 
Entering Unmasked Estep 
Score: -16493750.000000 Penalty: 580.328613
	Iteration 0F: 2 clusters Score -1.649375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172944 members 
Mstep: Class 2 contains 173153 members 
Entering Unmasked Estep 
Score: -16266553.000000 Penalty: 1160.657227
	Iteration 0F: 3 clusters Score -1.626655e+07 nChanged 170639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164607 members 
Mstep: Class 2 contains 181490 members 
Entering Unmasked Estep 
Score: -16376408.000000 Penalty: 1160.657227
	Iteration 1F: 3 clusters Score -1.637641e+07 nChanged 15585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 188121 members 
Entering Unmasked Estep 
Score: -16383842.000000 Penalty: 1160.657227
	Iteration 2Q: 3 clusters Score -1.638384e+07 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148122 members 
Mstep: Class 2 contains 197975 members 
Entering Unmasked Estep 
Score: -16397183.000000 Penalty: 1160.657227
	Iteration 3F: 3 clusters Score -1.639718e+07 nChanged 22625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135737 members 
Mstep: Class 2 contains 210360 members 
Entering Unmasked Estep 
Score: -16416116.000000 Penalty: 1160.657227
	Iteration 4F: 3 clusters Score -1.641612e+07 nChanged 23249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123494 members 
Mstep: Class 2 contains 222603 members 
Entering Unmasked Estep 
Score: -16434262.000000 Penalty: 1160.657227
	Iteration 5F: 3 clusters Score -1.643426e+07 nChanged 18406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 232721 members 
Entering Unmasked Estep 
Score: -16443275.000000 Penalty: 1160.657227
	Iteration 6F: 3 clusters Score -1.644328e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104415 members 
Mstep: Class 2 contains 241682 members 
Entering Unmasked Estep 
Score: -16447098.000000 Penalty: 1160.657227
	Iteration 7Q: 3 clusters Score -1.64471e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 250327 members 
Entering Unmasked Estep 
Score: -16449567.000000 Penalty: 1160.657227
	Iteration 8Q: 3 clusters Score -1.644957e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 258959 members 
Entering Unmasked Estep 
Score: -16452061.000000 Penalty: 1160.657227
	Iteration 9Q: 3 clusters Score -1.645206e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78509 members 
Mstep: Class 2 contains 267588 members 
Entering Unmasked Estep 
Score: -16454335.000000 Penalty: 1160.657227
	Iteration 10Q: 3 clusters Score -1.645434e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 276085 members 
Entering Unmasked Estep 
Score: -16457080.000000 Penalty: 1160.657227
	Iteration 11Q: 3 clusters Score -1.645708e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 284277 members 
Entering Unmasked Estep 
Score: -16460283.000000 Penalty: 1160.657227
	Iteration 12Q: 3 clusters Score -1.646028e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 292289 members 
Entering Unmasked Estep 
Score: -16465640.000000 Penalty: 1160.657227
	Iteration 13Q: 3 clusters Score -1.646564e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 300431 members 
Entering Unmasked Estep 
Score: -16471619.000000 Penalty: 1160.657227
	Iteration 14Q: 3 clusters Score -1.647162e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 308719 members 
Entering Unmasked Estep 
Score: -16477290.000000 Penalty: 1160.657227
	Iteration 15Q: 3 clusters Score -1.647729e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 316982 members 
Entering Unmasked Estep 
Score: -16482295.000000 Penalty: 1160.657227
	Iteration 16Q: 3 clusters Score -1.64823e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 324665 members 
Entering Unmasked Estep 
Score: -16485806.000000 Penalty: 1160.657227
	Iteration 17Q: 3 clusters Score -1.648581e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 331165 members 
Entering Unmasked Estep 
Score: -16488851.000000 Penalty: 1160.657227
	Iteration 18Q: 3 clusters Score -1.648885e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 336135 members 
Entering Unmasked Estep 
Score: -16490901.000000 Penalty: 1160.657227
	Iteration 19Q: 3 clusters Score -1.64909e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 339599 members 
Entering Unmasked Estep 
Score: -16492122.000000 Penalty: 1160.657227
	Iteration 20F: 3 clusters Score -1.649212e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 341884 members 
Entering Unmasked Estep 
Score: -16492793.000000 Penalty: 1160.657227
	Iteration 21Q: 3 clusters Score -1.649279e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 343243 members 
Entering Unmasked Estep 
Score: -16493159.000000 Penalty: 1160.657227
	Iteration 22Q: 3 clusters Score -1.649316e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 344079 members 
Entering Unmasked Estep 
Score: -16493339.000000 Penalty: 1160.657227
	Iteration 23Q: 3 clusters Score -1.649334e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 344580 members 
Entering Unmasked Estep 
Score: -16493381.000000 Penalty: 1160.657227
	Iteration 24Q: 3 clusters Score -1.649338e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 344887 members 
Entering Unmasked Estep 
Score: -16493369.000000 Penalty: 1160.657227
	Iteration 25Q: 3 clusters Score -1.649337e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 345071 members 
Entering Unmasked Estep 
Score: -16493405.000000 Penalty: 1160.657227
	Iteration 26Q: 3 clusters Score -1.64934e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 345191 members 
Entering Unmasked Estep 
Score: -16493440.000000 Penalty: 1160.657227
	Iteration 27Q: 3 clusters Score -1.649344e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 345290 members 
Entering Unmasked Estep 
Score: -16493429.000000 Penalty: 1160.657227
	Iteration 28Q: 3 clusters Score -1.649343e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 345358 members 
Entering Unmasked Estep 
Score: -16493413.000000 Penalty: 1160.657227
	Iteration 29Q: 3 clusters Score -1.649341e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 345420 members 
Entering Unmasked Estep 
Score: -16493392.000000 Penalty: 1160.657227
	Iteration 30Q: 3 clusters Score -1.649339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 345468 members 
Entering Unmasked Estep 
Score: -16493358.000000 Penalty: 1160.657227
	Iteration 31Q: 3 clusters Score -1.649336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 345501 members 
Entering Unmasked Estep 
Score: -16493386.000000 Penalty: 1160.657227
	Iteration 32Q: 3 clusters Score -1.649339e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 345540 members 
Entering Unmasked Estep 
Score: -16493388.000000 Penalty: 1160.657227
	Iteration 33Q: 3 clusters Score -1.649339e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 345564 members 
Entering Unmasked Estep 
Score: -16493396.000000 Penalty: 1160.657227
	Iteration 34Q: 3 clusters Score -1.64934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 345594 members 
Entering Unmasked Estep 
Score: -16493409.000000 Penalty: 1160.657227
	Iteration 35Q: 3 clusters Score -1.649341e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 345621 members 
Entering Unmasked Estep 
Score: -16493420.000000 Penalty: 1160.657227
	Iteration 36Q: 3 clusters Score -1.649342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 345638 members 
Entering Unmasked Estep 
Score: -16493433.000000 Penalty: 1160.657227
	Iteration 37Q: 3 clusters Score -1.649343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 345649 members 
Entering Unmasked Estep 
Score: -16493439.000000 Penalty: 1160.657227
	Iteration 38Q: 3 clusters Score -1.649344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 345659 members 
Entering Unmasked Estep 
Score: -16493439.000000 Penalty: 1160.657227
	Iteration 39Q: 3 clusters Score -1.649344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 345670 members 
Entering Unmasked Estep 
Score: -16493450.000000 Penalty: 1160.657227
	Iteration 40F: 3 clusters Score -1.649345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345675 members 
Entering Unmasked Estep 
Score: -16493462.000000 Penalty: 1160.657227
	Iteration 41Q: 3 clusters Score -1.649346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 345680 members 
Entering Unmasked Estep 
Score: -16493469.000000 Penalty: 1160.657227
	Iteration 42Q: 3 clusters Score -1.649347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 345682 members 
Entering Unmasked Estep 
Score: -16493457.000000 Penalty: 1160.657227
	Iteration 43Q: 3 clusters Score -1.649346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 345684 members 
Entering Unmasked Estep 
Score: -16493457.000000 Penalty: 1160.657227
	Iteration 44Q: 3 clusters Score -1.649346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 345680 members 
Entering Unmasked Estep 
Score: -16493458.000000 Penalty: 1160.657227
	Iteration 45Q: 3 clusters Score -1.649346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 345680 members 
Entering Unmasked Estep 
Score: -16493456.000000 Penalty: 1160.657227
	Iteration 46Q: 3 clusters Score -1.649346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 345683 members 
Entering Unmasked Estep 
Score: -16493462.000000 Penalty: 1160.657227
	Iteration 47Q: 3 clusters Score -1.649346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 345687 members 
Entering Unmasked Estep 
Score: -16493466.000000 Penalty: 1160.657227
	Iteration 48Q: 3 clusters Score -1.649347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345688 members 
Entering Unmasked Estep 
Score: -16493477.000000 Penalty: 1160.657227
	Iteration 49Q: 3 clusters Score -1.649348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345688 members 
Entering Unmasked Estep 
Score: -16493472.000000 Penalty: 1160.657227
	Iteration 50Q: 3 clusters Score -1.649347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 345686 members 
Entering Unmasked Estep 
Score: -16493474.000000 Penalty: 1160.657227
	Iteration 51Q: 3 clusters Score -1.649347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 345684 members 
Entering Unmasked Estep 
Score: -16493473.000000 Penalty: 1160.657227
	Iteration 52Q: 3 clusters Score -1.649347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 345684 members 
Entering Unmasked Estep 
Score: -16493477.000000 Penalty: 1160.657227
	Iteration 53Q: 3 clusters Score -1.649348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 345684 members 
Entering Unmasked Estep 
Score: -16493479.000000 Penalty: 1160.657227
	Iteration 54Q: 3 clusters Score -1.649348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345688 members 
Entering Unmasked Estep 
Score: -16493471.000000 Penalty: 1160.657227
	Iteration 55Q: 3 clusters Score -1.649347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 345691 members 
Entering Unmasked Estep 
Score: -16493478.000000 Penalty: 1160.657227
	Iteration 56Q: 3 clusters Score -1.649348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 345695 members 
Entering Unmasked Estep 
Score: -16493475.000000 Penalty: 1160.657227
	Iteration 57Q: 3 clusters Score -1.649348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 345697 members 
Entering Unmasked Estep 
Score: -16493471.000000 Penalty: 1160.657227
	Iteration 58Q: 3 clusters Score -1.649347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 345697 members 
Entering Unmasked Estep 
Score: -16493476.000000 Penalty: 1160.657227
	Iteration 59Q: 3 clusters Score -1.649348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 345697 members 
Entering Unmasked Estep 
Score: -16493476.000000 Penalty: 1160.657227
	Iteration 60F: 3 clusters Score -1.649348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -24198.152344 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -24198.15 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 271 members 
Entering Unmasked Estep 
Score: -23683.677734 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -23683.68 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23797.878906 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -23797.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23827.294922 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -23827.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23842.677734 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -23842.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23855.425781 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -23855.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23862.232422 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -23862.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23870.500000 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -23870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23872.964844 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -23872.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23874.900391 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -23874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23875.365234 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -23875.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23875.365234 Penalty: 572.701172
	Iteration 10F: 3 clusters Score -23875.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -10298.821289 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -10298.82 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 131 members 
Entering Unmasked Estep 
Score: -9981.542969 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -9981.543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10089.161133 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -10089.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10133.095703 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -10133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10167.517578 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -10167.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10178.977539 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -10178.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10182.319336 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -10182.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10184.247070 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -10184.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10184.247070 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -10184.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -54075.453125 Penalty: 323.313263
	Iteration 0F: 2 clusters Score -54075.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -53135.796875 Penalty: 646.626526
	Iteration 0F: 3 clusters Score -53135.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -53420.265625 Penalty: 646.626526
	Iteration 1F: 3 clusters Score -53420.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -53504.953125 Penalty: 646.626526
	Iteration 2F: 3 clusters Score -53504.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53561.234375 Penalty: 646.626526
	Iteration 3F: 3 clusters Score -53561.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53606.250000 Penalty: 646.626526
	Iteration 4Q: 3 clusters Score -53606.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -53654.535156 Penalty: 646.626526
	Iteration 5Q: 3 clusters Score -53654.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53692.785156 Penalty: 646.626526
	Iteration 6Q: 3 clusters Score -53692.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53726.820312 Penalty: 646.626526
	Iteration 7Q: 3 clusters Score -53726.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -53746.574219 Penalty: 646.626526
	Iteration 8Q: 3 clusters Score -53746.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -53761.375000 Penalty: 646.626526
	Iteration 9Q: 3 clusters Score -53761.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53774.804688 Penalty: 646.626526
	Iteration 10Q: 3 clusters Score -53774.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -53783.250000 Penalty: 646.626526
	Iteration 11Q: 3 clusters Score -53783.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53793.269531 Penalty: 646.626526
	Iteration 12Q: 3 clusters Score -53793.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53802.734375 Penalty: 646.626526
	Iteration 13Q: 3 clusters Score -53802.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -53819.355469 Penalty: 646.626526
	Iteration 14Q: 3 clusters Score -53819.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -53838.558594 Penalty: 646.626526
	Iteration 15Q: 3 clusters Score -53838.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53847.539062 Penalty: 646.626526
	Iteration 16Q: 3 clusters Score -53847.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53854.695312 Penalty: 646.626526
	Iteration 17Q: 3 clusters Score -53854.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53860.203125 Penalty: 646.626526
	Iteration 18Q: 3 clusters Score -53860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53862.652344 Penalty: 646.626526
	Iteration 19Q: 3 clusters Score -53862.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -53863.328125 Penalty: 646.626526
	Iteration 20F: 3 clusters Score -53863.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -53864.148438 Penalty: 646.626526
	Iteration 21Q: 3 clusters Score -53864.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -53864.148438 Penalty: 646.626526
	Iteration 22F: 3 clusters Score -53864.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -198943.359375 Penalty: 381.881012
	Iteration 0F: 2 clusters Score -198943.4 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 2198 members 
Entering Unmasked Estep 
Score: -195974.796875 Penalty: 763.762024
	Iteration 0F: 3 clusters Score -195974.8 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -196977.921875 Penalty: 763.762024
	Iteration 1F: 3 clusters Score -196977.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -197069.250000 Penalty: 763.762024
	Iteration 2F: 3 clusters Score -197069.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -197159.156250 Penalty: 763.762024
	Iteration 3Q: 3 clusters Score -197159.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -197263.421875 Penalty: 763.762024
	Iteration 4Q: 3 clusters Score -197263.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -197392.765625 Penalty: 763.762024
	Iteration 5Q: 3 clusters Score -197392.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -197579.171875 Penalty: 763.762024
	Iteration 6F: 3 clusters Score -197579.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -197782.843750 Penalty: 763.762024
	Iteration 7F: 3 clusters Score -197782.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -197939.406250 Penalty: 763.762024
	Iteration 8Q: 3 clusters Score -197939.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -198029.109375 Penalty: 763.762024
	Iteration 9Q: 3 clusters Score -198029.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -198083.078125 Penalty: 763.762024
	Iteration 10Q: 3 clusters Score -198083.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -198129.718750 Penalty: 763.762024
	Iteration 11Q: 3 clusters Score -198129.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -198186.828125 Penalty: 763.762024
	Iteration 12Q: 3 clusters Score -198186.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -198233.375000 Penalty: 763.762024
	Iteration 13Q: 3 clusters Score -198233.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -198264.859375 Penalty: 763.762024
	Iteration 14Q: 3 clusters Score -198264.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -198303.140625 Penalty: 763.762024
	Iteration 15Q: 3 clusters Score -198303.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -198335.390625 Penalty: 763.762024
	Iteration 16Q: 3 clusters Score -198335.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -198366.062500 Penalty: 763.762024
	Iteration 17Q: 3 clusters Score -198366.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -198390.046875 Penalty: 763.762024
	Iteration 18Q: 3 clusters Score -198390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -198407.140625 Penalty: 763.762024
	Iteration 19Q: 3 clusters Score -198407.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -198424.468750 Penalty: 763.762024
	Iteration 20F: 3 clusters Score -198424.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -198437.781250 Penalty: 763.762024
	Iteration 21Q: 3 clusters Score -198437.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -198448.531250 Penalty: 763.762024
	Iteration 22Q: 3 clusters Score -198448.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -198460.718750 Penalty: 763.762024
	Iteration 23Q: 3 clusters Score -198460.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -198471.921875 Penalty: 763.762024
	Iteration 24Q: 3 clusters Score -198471.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -198483.359375 Penalty: 763.762024
	Iteration 25Q: 3 clusters Score -198483.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -198495.656250 Penalty: 763.762024
	Iteration 26Q: 3 clusters Score -198495.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198506.140625 Penalty: 763.762024
	Iteration 27Q: 3 clusters Score -198506.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -198520.359375 Penalty: 763.762024
	Iteration 28Q: 3 clusters Score -198520.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -198536.140625 Penalty: 763.762024
	Iteration 29Q: 3 clusters Score -198536.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -198553.812500 Penalty: 763.762024
	Iteration 30Q: 3 clusters Score -198553.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -198565.484375 Penalty: 763.762024
	Iteration 31Q: 3 clusters Score -198565.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -198573.437500 Penalty: 763.762024
	Iteration 32Q: 3 clusters Score -198573.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -198580.640625 Penalty: 763.762024
	Iteration 33Q: 3 clusters Score -198580.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -198586.000000 Penalty: 763.762024
	Iteration 34Q: 3 clusters Score -198586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -198589.656250 Penalty: 763.762024
	Iteration 35Q: 3 clusters Score -198589.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -198593.406250 Penalty: 763.762024
	Iteration 36Q: 3 clusters Score -198593.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -198598.078125 Penalty: 763.762024
	Iteration 37Q: 3 clusters Score -198598.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -198601.906250 Penalty: 763.762024
	Iteration 38Q: 3 clusters Score -198601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -198603.437500 Penalty: 763.762024
	Iteration 39Q: 3 clusters Score -198603.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -198608.000000 Penalty: 763.762024
	Iteration 40F: 3 clusters Score -198608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -198611.921875 Penalty: 763.762024
	Iteration 41Q: 3 clusters Score -198611.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -198616.296875 Penalty: 763.762024
	Iteration 42Q: 3 clusters Score -198616.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -198621.015625 Penalty: 763.762024
	Iteration 43Q: 3 clusters Score -198621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -198630.281250 Penalty: 763.762024
	Iteration 44Q: 3 clusters Score -198630.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -198639.031250 Penalty: 763.762024
	Iteration 45Q: 3 clusters Score -198639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -198644.859375 Penalty: 763.762024
	Iteration 46Q: 3 clusters Score -198644.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -198651.453125 Penalty: 763.762024
	Iteration 47Q: 3 clusters Score -198651.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -198654.156250 Penalty: 763.762024
	Iteration 48Q: 3 clusters Score -198654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -198656.921875 Penalty: 763.762024
	Iteration 49Q: 3 clusters Score -198656.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -198659.437500 Penalty: 763.762024
	Iteration 50Q: 3 clusters Score -198659.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -198661.093750 Penalty: 763.762024
	Iteration 51Q: 3 clusters Score -198661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -198663.218750 Penalty: 763.762024
	Iteration 52Q: 3 clusters Score -198663.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -198664.937500 Penalty: 763.762024
	Iteration 53Q: 3 clusters Score -198664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -198666.109375 Penalty: 763.762024
	Iteration 54Q: 3 clusters Score -198666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -198666.468750 Penalty: 763.762024
	Iteration 55Q: 3 clusters Score -198666.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -198668.453125 Penalty: 763.762024
	Iteration 56Q: 3 clusters Score -198668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -198669.718750 Penalty: 763.762024
	Iteration 57Q: 3 clusters Score -198669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -198670.828125 Penalty: 763.762024
	Iteration 58Q: 3 clusters Score -198670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -198671.734375 Penalty: 763.762024
	Iteration 59Q: 3 clusters Score -198671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -198673.296875 Penalty: 763.762024
	Iteration 60F: 3 clusters Score -198673.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -198674.718750 Penalty: 763.762024
	Iteration 61Q: 3 clusters Score -198674.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -198678.203125 Penalty: 763.762024
	Iteration 62Q: 3 clusters Score -198678.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -198684.953125 Penalty: 763.762024
	Iteration 63Q: 3 clusters Score -198685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -198689.296875 Penalty: 763.762024
	Iteration 64Q: 3 clusters Score -198689.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -198692.578125 Penalty: 763.762024
	Iteration 65Q: 3 clusters Score -198692.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -198696.171875 Penalty: 763.762024
	Iteration 66Q: 3 clusters Score -198696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -198701.906250 Penalty: 763.762024
	Iteration 67Q: 3 clusters Score -198701.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -198709.578125 Penalty: 763.762024
	Iteration 68Q: 3 clusters Score -198709.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -198717.468750 Penalty: 763.762024
	Iteration 69Q: 3 clusters Score -198717.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -198724.687500 Penalty: 763.762024
	Iteration 70Q: 3 clusters Score -198724.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -198731.640625 Penalty: 763.762024
	Iteration 71Q: 3 clusters Score -198731.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -198739.312500 Penalty: 763.762024
	Iteration 72Q: 3 clusters Score -198739.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -198747.234375 Penalty: 763.762024
	Iteration 73Q: 3 clusters Score -198747.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -198754.031250 Penalty: 763.762024
	Iteration 74Q: 3 clusters Score -198754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -198760.687500 Penalty: 763.762024
	Iteration 75Q: 3 clusters Score -198760.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -198767.984375 Penalty: 763.762024
	Iteration 76Q: 3 clusters Score -198768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -198773.875000 Penalty: 763.762024
	Iteration 77Q: 3 clusters Score -198773.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -198778.109375 Penalty: 763.762024
	Iteration 78Q: 3 clusters Score -198778.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -198784.046875 Penalty: 763.762024
	Iteration 79Q: 3 clusters Score -198784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -198790.140625 Penalty: 763.762024
	Iteration 80F: 3 clusters Score -198790.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -198793.421875 Penalty: 763.762024
	Iteration 81Q: 3 clusters Score -198793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -198795.171875 Penalty: 763.762024
	Iteration 82Q: 3 clusters Score -198795.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -198797.390625 Penalty: 763.762024
	Iteration 83Q: 3 clusters Score -198797.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -198798.500000 Penalty: 763.762024
	Iteration 84Q: 3 clusters Score -198798.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -198799.750000 Penalty: 763.762024
	Iteration 85Q: 3 clusters Score -198799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -198801.312500 Penalty: 763.762024
	Iteration 86Q: 3 clusters Score -198801.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -198802.687500 Penalty: 763.762024
	Iteration 87Q: 3 clusters Score -198802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -198803.937500 Penalty: 763.762024
	Iteration 88Q: 3 clusters Score -198803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -198804.718750 Penalty: 763.762024
	Iteration 89Q: 3 clusters Score -198804.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -198805.562500 Penalty: 763.762024
	Iteration 90Q: 3 clusters Score -198805.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -198806.406250 Penalty: 763.762024
	Iteration 91Q: 3 clusters Score -198806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -198806.203125 Penalty: 763.762024
	Iteration 92Q: 3 clusters Score -198806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -198807.203125 Penalty: 763.762024
	Iteration 93Q: 3 clusters Score -198807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -198807.125000 Penalty: 763.762024
	Iteration 94Q: 3 clusters Score -198807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -198807.250000 Penalty: 763.762024
	Iteration 95Q: 3 clusters Score -198807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -198807.656250 Penalty: 763.762024
	Iteration 96Q: 3 clusters Score -198807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -198807.656250 Penalty: 763.762024
	Iteration 97F: 3 clusters Score -198807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -14832.842773 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -14832.84 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 166 members 
Entering Unmasked Estep 
Score: -14459.179688 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -14459.18 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14578.276367 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -14578.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14604.340820 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -14604.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14616.225586 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -14616.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14620.180664 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -14620.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14625.322266 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -14625.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14627.935547 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -14627.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14629.227539 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -14629.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14629.851562 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -14629.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14630.286133 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -14630.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14630.286133 Penalty: 530.701294
	Iteration 10F: 3 clusters Score -14630.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9557.097656 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9557.098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9277.033203 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9277.033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9324.638672 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9324.639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9343.091797 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9343.092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9352.284180 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9352.284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9356.376953 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9356.377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9357.625000 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9357.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9357.625000 Penalty: 484.836731
	Iteration 6F: 3 clusters Score -9357.625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -8542.323242 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -8542.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8262.692383 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -8262.692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8319.244141 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -8319.244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8328.769531 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -8328.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8333.366211 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -8333.366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8336.899414 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -8336.899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8340.406250 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -8340.406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8357.600586 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -8357.601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8363.350586 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -8363.351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8367.912109 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -8367.912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8374.291992 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -8374.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8376.319336 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -8376.319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8376.319336 Penalty: 487.449371
	Iteration 11F: 3 clusters Score -8376.319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Entering Unmasked Estep 
Score: -1370892.250000 Penalty: 464.329102
	Iteration 0F: 2 clusters Score -1370892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1352723.625000 Penalty: 928.658203
	Iteration 0F: 3 clusters Score -1352724 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1360333.875000 Penalty: 928.658203
	Iteration 1F: 3 clusters Score -1360334 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1361084.375000 Penalty: 928.658203
	Iteration 2F: 3 clusters Score -1361084 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1362323.250000 Penalty: 928.658203
	Iteration 3F: 3 clusters Score -1362323 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1364176.625000 Penalty: 928.658203
	Iteration 4F: 3 clusters Score -1364177 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1366231.125000 Penalty: 928.658203
	Iteration 5F: 3 clusters Score -1366231 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1367569.375000 Penalty: 928.658203
	Iteration 6F: 3 clusters Score -1367569 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1368145.250000 Penalty: 928.658203
	Iteration 7Q: 3 clusters Score -1368145 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1368469.125000 Penalty: 928.658203
	Iteration 8Q: 3 clusters Score -1368469 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1368712.000000 Penalty: 928.658203
	Iteration 9Q: 3 clusters Score -1368712 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1368889.750000 Penalty: 928.658203
	Iteration 10Q: 3 clusters Score -1368890 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1369037.625000 Penalty: 928.658203
	Iteration 11Q: 3 clusters Score -1369038 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1369159.250000 Penalty: 928.658203
	Iteration 12Q: 3 clusters Score -1369159 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1369273.000000 Penalty: 928.658203
	Iteration 13Q: 3 clusters Score -1369273 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1369374.125000 Penalty: 928.658203
	Iteration 14Q: 3 clusters Score -1369374 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1369466.750000 Penalty: 928.658203
	Iteration 15Q: 3 clusters Score -1369467 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1369556.000000 Penalty: 928.658203
	Iteration 16Q: 3 clusters Score -1369556 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1369645.000000 Penalty: 928.658203
	Iteration 17Q: 3 clusters Score -1369645 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1369708.875000 Penalty: 928.658203
	Iteration 18Q: 3 clusters Score -1369709 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1369774.125000 Penalty: 928.658203
	Iteration 19Q: 3 clusters Score -1369774 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1369831.250000 Penalty: 928.658203
	Iteration 20F: 3 clusters Score -1369831 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1369888.875000 Penalty: 928.658203
	Iteration 21Q: 3 clusters Score -1369889 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1369939.875000 Penalty: 928.658203
	Iteration 22Q: 3 clusters Score -1369940 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1369999.500000 Penalty: 928.658203
	Iteration 23Q: 3 clusters Score -1370000 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1370046.875000 Penalty: 928.658203
	Iteration 24Q: 3 clusters Score -1370047 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1370095.875000 Penalty: 928.658203
	Iteration 25Q: 3 clusters Score -1370096 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1370138.875000 Penalty: 928.658203
	Iteration 26Q: 3 clusters Score -1370139 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1370180.750000 Penalty: 928.658203
	Iteration 27Q: 3 clusters Score -1370181 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1370228.000000 Penalty: 928.658203
	Iteration 28Q: 3 clusters Score -1370228 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1370267.875000 Penalty: 928.658203
	Iteration 29Q: 3 clusters Score -1370268 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1370307.750000 Penalty: 928.658203
	Iteration 30Q: 3 clusters Score -1370308 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1370351.250000 Penalty: 928.658203
	Iteration 31Q: 3 clusters Score -1370351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1370374.750000 Penalty: 928.658203
	Iteration 32Q: 3 clusters Score -1370375 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1370396.500000 Penalty: 928.658203
	Iteration 33Q: 3 clusters Score -1370396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1370415.375000 Penalty: 928.658203
	Iteration 34Q: 3 clusters Score -1370415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1370435.500000 Penalty: 928.658203
	Iteration 35Q: 3 clusters Score -1370436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1370450.500000 Penalty: 928.658203
	Iteration 36Q: 3 clusters Score -1370450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1370474.375000 Penalty: 928.658203
	Iteration 37Q: 3 clusters Score -1370474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1370491.250000 Penalty: 928.658203
	Iteration 38Q: 3 clusters Score -1370491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1370502.625000 Penalty: 928.658203
	Iteration 39Q: 3 clusters Score -1370503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1370520.250000 Penalty: 928.658203
	Iteration 40F: 3 clusters Score -1370520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1370535.000000 Penalty: 928.658203
	Iteration 41Q: 3 clusters Score -1370535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1370548.000000 Penalty: 928.658203
	Iteration 42Q: 3 clusters Score -1370548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1370563.125000 Penalty: 928.658203
	Iteration 43Q: 3 clusters Score -1370563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1370573.000000 Penalty: 928.658203
	Iteration 44Q: 3 clusters Score -1370573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1370578.875000 Penalty: 928.658203
	Iteration 45Q: 3 clusters Score -1370579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1370587.375000 Penalty: 928.658203
	Iteration 46Q: 3 clusters Score -1370587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1370590.875000 Penalty: 928.658203
	Iteration 47Q: 3 clusters Score -1370591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1370599.625000 Penalty: 928.658203
	Iteration 48Q: 3 clusters Score -1370600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1370607.250000 Penalty: 928.658203
	Iteration 49Q: 3 clusters Score -1370607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1370619.000000 Penalty: 928.658203
	Iteration 50Q: 3 clusters Score -1370619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1370619.375000 Penalty: 928.658203
	Iteration 51Q: 3 clusters Score -1370619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1370626.250000 Penalty: 928.658203
	Iteration 52Q: 3 clusters Score -1370626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1370623.625000 Penalty: 928.658203
	Iteration 53Q: 3 clusters Score -1370624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1370629.750000 Penalty: 928.658203
	Iteration 54Q: 3 clusters Score -1370630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1370634.000000 Penalty: 928.658203
	Iteration 55Q: 3 clusters Score -1370634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1370634.375000 Penalty: 928.658203
	Iteration 56Q: 3 clusters Score -1370634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1370634.875000 Penalty: 928.658203
	Iteration 57Q: 3 clusters Score -1370635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1370637.125000 Penalty: 928.658203
	Iteration 58Q: 3 clusters Score -1370637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1370639.625000 Penalty: 928.658203
	Iteration 59Q: 3 clusters Score -1370640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1370644.500000 Penalty: 928.658203
	Iteration 60F: 3 clusters Score -1370644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1370644.625000 Penalty: 928.658203
	Iteration 61Q: 3 clusters Score -1370645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1370646.500000 Penalty: 928.658203
	Iteration 62Q: 3 clusters Score -1370646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1370647.250000 Penalty: 928.658203
	Iteration 63Q: 3 clusters Score -1370647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1370647.000000 Penalty: 928.658203
	Iteration 64Q: 3 clusters Score -1370647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1370648.125000 Penalty: 928.658203
	Iteration 65Q: 3 clusters Score -1370648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1370649.000000 Penalty: 928.658203
	Iteration 66Q: 3 clusters Score -1370649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1370651.250000 Penalty: 928.658203
	Iteration 67Q: 3 clusters Score -1370651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1370650.250000 Penalty: 928.658203
	Iteration 68Q: 3 clusters Score -1370650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1370649.125000 Penalty: 928.658203
	Iteration 69Q: 3 clusters Score -1370649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1370651.125000 Penalty: 928.658203
	Iteration 70Q: 3 clusters Score -1370651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1370652.875000 Penalty: 928.658203
	Iteration 71Q: 3 clusters Score -1370653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1370652.500000 Penalty: 928.658203
	Iteration 72Q: 3 clusters Score -1370652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1370652.875000 Penalty: 928.658203
	Iteration 73Q: 3 clusters Score -1370653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1370652.875000 Penalty: 928.658203
	Iteration 74Q: 3 clusters Score -1370653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1370652.875000 Penalty: 928.658203
	Iteration 75F: 3 clusters Score -1370653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -19366.802734 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -19366.8 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 217 members 
Entering Unmasked Estep 
Score: -18941.843750 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -18941.84 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19049.164062 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -19049.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19079.085938 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -19079.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19095.927734 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -19095.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19102.359375 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -19102.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19104.529297 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -19104.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19106.222656 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -19106.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19107.306641 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -19107.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19107.791016 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -19107.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19107.791016 Penalty: 548.133728
	Iteration 9F: 3 clusters Score -19107.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15389.283203 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -15389.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14968.055664 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -14968.06 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15069.408203 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -15069.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15111.269531 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -15111.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15124.692383 Penalty: 541.745117
	Iteration 3Q: 3 clusters Score -15124.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15135.755859 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -15135.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15149.582031 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -15149.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15151.949219 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -15151.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15154.401367 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -15154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15165.791992 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -15165.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15190.621094 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -15190.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15242.833008 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -15242.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15348.489258 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -15348.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15476.816406 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -15476.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15498.128906 Penalty: 541.745117
	Iteration 13Q: 3 clusters Score -15498.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15507.452148 Penalty: 541.745117
	Iteration 14Q: 3 clusters Score -15507.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15514.409180 Penalty: 541.745117
	Iteration 15Q: 3 clusters Score -15514.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15516.248047 Penalty: 541.745117
	Iteration 16Q: 3 clusters Score -15516.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15517.892578 Penalty: 541.745117
	Iteration 17Q: 3 clusters Score -15517.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15521.657227 Penalty: 541.745117
	Iteration 18Q: 3 clusters Score -15521.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15527.904297 Penalty: 541.745117
	Iteration 19Q: 3 clusters Score -15527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15535.196289 Penalty: 541.745117
	Iteration 20F: 3 clusters Score -15535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15541.643555 Penalty: 541.745117
	Iteration 21Q: 3 clusters Score -15541.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15544.684570 Penalty: 541.745117
	Iteration 22Q: 3 clusters Score -15544.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15545.533203 Penalty: 541.745117
	Iteration 23Q: 3 clusters Score -15545.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15545.866211 Penalty: 541.745117
	Iteration 24Q: 3 clusters Score -15545.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15546.603516 Penalty: 541.745117
	Iteration 25Q: 3 clusters Score -15546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15546.603516 Penalty: 541.745117
	Iteration 26F: 3 clusters Score -15546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 346097 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 142 members 
Mstep: Class 24 contains 43285 members 
Mstep: Class 25 contains 32619 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 243 members 
Entering Unmasked Estep 
Score: -28389512.000000 Penalty: 16968.279297
Splitting cluster 23 changes total score from -28389702.000000 to -28389512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (43285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Entering Unmasked Estep 
Score: -1995686.000000 Penalty: 485.738068
	Iteration 0F: 2 clusters Score -1995686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1966694.000000 Penalty: 971.476135
	Iteration 0F: 3 clusters Score -1966694 nChanged 20970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -1978524.500000 Penalty: 971.476135
	Iteration 1F: 3 clusters Score -1978524 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -1978848.000000 Penalty: 971.476135
	Iteration 2Q: 3 clusters Score -1978848 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -1979332.000000 Penalty: 971.476135
	Iteration 3Q: 3 clusters Score -1979332 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -1980099.500000 Penalty: 971.476135
	Iteration 4Q: 3 clusters Score -1980100 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -1981221.750000 Penalty: 971.476135
	Iteration 5Q: 3 clusters Score -1981222 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -1982695.250000 Penalty: 971.476135
	Iteration 6F: 3 clusters Score -1982695 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -1984435.625000 Penalty: 971.476135
	Iteration 7F: 3 clusters Score -1984436 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -1986070.250000 Penalty: 971.476135
	Iteration 8F: 3 clusters Score -1986070 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -1987573.750000 Penalty: 971.476135
	Iteration 9F: 3 clusters Score -1987574 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -1988795.125000 Penalty: 971.476135
	Iteration 10Q: 3 clusters Score -1988795 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -1989697.625000 Penalty: 971.476135
	Iteration 11Q: 3 clusters Score -1989698 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -1990337.000000 Penalty: 971.476135
	Iteration 12Q: 3 clusters Score -1990337 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -1990918.125000 Penalty: 971.476135
	Iteration 13Q: 3 clusters Score -1990918 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -1991475.125000 Penalty: 971.476135
	Iteration 14Q: 3 clusters Score -1991475 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -1992020.000000 Penalty: 971.476135
	Iteration 15Q: 3 clusters Score -1992020 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -1992531.250000 Penalty: 971.476135
	Iteration 16Q: 3 clusters Score -1992531 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -1993006.250000 Penalty: 971.476135
	Iteration 17Q: 3 clusters Score -1993006 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -1993432.875000 Penalty: 971.476135
	Iteration 18Q: 3 clusters Score -1993433 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -1993779.750000 Penalty: 971.476135
	Iteration 19Q: 3 clusters Score -1993780 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -1994086.250000 Penalty: 971.476135
	Iteration 20F: 3 clusters Score -1994086 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -1994341.625000 Penalty: 971.476135
	Iteration 21Q: 3 clusters Score -1994342 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -1994537.000000 Penalty: 971.476135
	Iteration 22Q: 3 clusters Score -1994537 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -1994697.500000 Penalty: 971.476135
	Iteration 23Q: 3 clusters Score -1994698 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -1994838.125000 Penalty: 971.476135
	Iteration 24Q: 3 clusters Score -1994838 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -1994958.125000 Penalty: 971.476135
	Iteration 25Q: 3 clusters Score -1994958 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -1995058.625000 Penalty: 971.476135
	Iteration 26Q: 3 clusters Score -1995059 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -1995134.875000 Penalty: 971.476135
	Iteration 27Q: 3 clusters Score -1995135 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -1995173.250000 Penalty: 971.476135
	Iteration 28Q: 3 clusters Score -1995173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -1995217.375000 Penalty: 971.476135
	Iteration 29Q: 3 clusters Score -1995217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -1995238.750000 Penalty: 971.476135
	Iteration 30Q: 3 clusters Score -1995239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -1995255.875000 Penalty: 971.476135
	Iteration 31Q: 3 clusters Score -1995256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -1995273.875000 Penalty: 971.476135
	Iteration 32Q: 3 clusters Score -1995274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -1995287.250000 Penalty: 971.476135
	Iteration 33Q: 3 clusters Score -1995287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -1995300.000000 Penalty: 971.476135
	Iteration 34Q: 3 clusters Score -1995300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -1995316.375000 Penalty: 971.476135
	Iteration 35Q: 3 clusters Score -1995316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -1995326.500000 Penalty: 971.476135
	Iteration 36Q: 3 clusters Score -1995326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -1995338.250000 Penalty: 971.476135
	Iteration 37Q: 3 clusters Score -1995338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -1995347.625000 Penalty: 971.476135
	Iteration 38Q: 3 clusters Score -1995348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -1995351.375000 Penalty: 971.476135
	Iteration 39Q: 3 clusters Score -1995351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -1995357.375000 Penalty: 971.476135
	Iteration 40F: 3 clusters Score -1995357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -1995367.250000 Penalty: 971.476135
	Iteration 41Q: 3 clusters Score -1995367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -1995369.750000 Penalty: 971.476135
	Iteration 42Q: 3 clusters Score -1995370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -1995373.875000 Penalty: 971.476135
	Iteration 43Q: 3 clusters Score -1995374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -1995377.500000 Penalty: 971.476135
	Iteration 44Q: 3 clusters Score -1995378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -1995378.250000 Penalty: 971.476135
	Iteration 45Q: 3 clusters Score -1995378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -1995384.125000 Penalty: 971.476135
	Iteration 46Q: 3 clusters Score -1995384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -1995387.125000 Penalty: 971.476135
	Iteration 47Q: 3 clusters Score -1995387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -1995388.375000 Penalty: 971.476135
	Iteration 48Q: 3 clusters Score -1995388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -1995389.750000 Penalty: 971.476135
	Iteration 49Q: 3 clusters Score -1995390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -1995391.125000 Penalty: 971.476135
	Iteration 50Q: 3 clusters Score -1995391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -1995391.000000 Penalty: 971.476135
	Iteration 51Q: 3 clusters Score -1995391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -1995390.875000 Penalty: 971.476135
	Iteration 52Q: 3 clusters Score -1995391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -1995390.125000 Penalty: 971.476135
	Iteration 53Q: 3 clusters Score -1995390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -1995392.125000 Penalty: 971.476135
	Iteration 54Q: 3 clusters Score -1995392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -1995391.750000 Penalty: 971.476135
	Iteration 55Q: 3 clusters Score -1995392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -1995393.875000 Penalty: 971.476135
	Iteration 56Q: 3 clusters Score -1995394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -1995393.625000 Penalty: 971.476135
	Iteration 57Q: 3 clusters Score -1995394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -1995395.125000 Penalty: 971.476135
	Iteration 58Q: 3 clusters Score -1995395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -1995393.500000 Penalty: 971.476135
	Iteration 59Q: 3 clusters Score -1995394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -1995396.875000 Penalty: 971.476135
	Iteration 60F: 3 clusters Score -1995397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -1995395.250000 Penalty: 971.476135
	Iteration 61Q: 3 clusters Score -1995395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -1995397.875000 Penalty: 971.476135
	Iteration 62Q: 3 clusters Score -1995398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -1995399.250000 Penalty: 971.476135
	Iteration 63Q: 3 clusters Score -1995399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -1995399.750000 Penalty: 971.476135
	Iteration 64Q: 3 clusters Score -1995400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -1995400.125000 Penalty: 971.476135
	Iteration 65Q: 3 clusters Score -1995400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -1995404.250000 Penalty: 971.476135
	Iteration 66Q: 3 clusters Score -1995404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -1995404.000000 Penalty: 971.476135
	Iteration 67Q: 3 clusters Score -1995404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -1995405.000000 Penalty: 971.476135
	Iteration 68Q: 3 clusters Score -1995405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -1995406.125000 Penalty: 971.476135
	Iteration 69Q: 3 clusters Score -1995406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -1995406.000000 Penalty: 971.476135
	Iteration 70Q: 3 clusters Score -1995406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -1995408.125000 Penalty: 971.476135
	Iteration 71Q: 3 clusters Score -1995408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -1995408.500000 Penalty: 971.476135
	Iteration 72Q: 3 clusters Score -1995408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -1995406.625000 Penalty: 971.476135
	Iteration 73Q: 3 clusters Score -1995407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -1995408.000000 Penalty: 971.476135
	Iteration 74Q: 3 clusters Score -1995408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -1995408.000000 Penalty: 971.476135
	Iteration 75F: 3 clusters Score -1995408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Entering Unmasked Estep 
Score: -1655081.500000 Penalty: 472.865601
	Iteration 0F: 2 clusters Score -1655082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1633212.250000 Penalty: 945.731201
	Iteration 0F: 3 clusters Score -1633212 nChanged 15723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1642777.625000 Penalty: 945.731201
	Iteration 1F: 3 clusters Score -1642778 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1643682.375000 Penalty: 945.731201
	Iteration 2F: 3 clusters Score -1643682 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -1645214.750000 Penalty: 945.731201
	Iteration 3F: 3 clusters Score -1645215 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -1647629.500000 Penalty: 945.731201
	Iteration 4F: 3 clusters Score -1647630 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -1650448.750000 Penalty: 945.731201
	Iteration 5F: 3 clusters Score -1650449 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -1652619.250000 Penalty: 945.731201
	Iteration 6F: 3 clusters Score -1652619 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -1653836.875000 Penalty: 945.731201
	Iteration 7Q: 3 clusters Score -1653837 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -1654351.000000 Penalty: 945.731201
	Iteration 8Q: 3 clusters Score -1654351 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -1654533.375000 Penalty: 945.731201
	Iteration 9Q: 3 clusters Score -1654533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -1654606.750000 Penalty: 945.731201
	Iteration 10Q: 3 clusters Score -1654607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -1654644.625000 Penalty: 945.731201
	Iteration 11Q: 3 clusters Score -1654645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -1654661.875000 Penalty: 945.731201
	Iteration 12Q: 3 clusters Score -1654662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -1654668.750000 Penalty: 945.731201
	Iteration 13Q: 3 clusters Score -1654669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -1654674.750000 Penalty: 945.731201
	Iteration 14Q: 3 clusters Score -1654675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -1654676.375000 Penalty: 945.731201
	Iteration 15Q: 3 clusters Score -1654676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -1654676.375000 Penalty: 945.731201
	Iteration 16F: 3 clusters Score -1654676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -22281.781250 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -22281.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21770.794922 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -21770.79 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21993.035156 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -21993.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22083.251953 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -22083.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22128.611328 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -22128.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22146.142578 Penalty: 576.489929
	Iteration 4Q: 3 clusters Score -22146.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22161.787109 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -22161.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22173.580078 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -22173.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22181.662109 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -22181.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22183.310547 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -22183.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22183.912109 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -22183.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22184.369141 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -22184.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22184.494141 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -22184.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22184.494141 Penalty: 576.489929
	Iteration 12F: 3 clusters Score -22184.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -13054.840820 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -13054.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12691.735352 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -12691.74 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12754.013672 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -12754.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12767.757812 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -12767.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12774.922852 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -12774.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12778.542969 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -12778.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12784.871094 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -12784.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12787.306641 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -12787.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12789.009766 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -12789.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12789.869141 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -12789.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12790.268555 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -12790.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12790.268555 Penalty: 522.613281
	Iteration 10F: 3 clusters Score -12790.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 346097 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43285 members 
Mstep: Class 25 contains 32619 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389680.000000 Penalty: 16362.268555
Iteration 159Q: 28 clusters Score -2.838968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 346093 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43285 members 
Mstep: Class 25 contains 32626 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389682.000000 Penalty: 16362.268555
Iteration 160F: 28 clusters Score -2.838968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 346090 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4413 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43287 members 
Mstep: Class 25 contains 32630 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389698.000000 Penalty: 16362.268555
Iteration 161Q: 28 clusters Score -2.83897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346084 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27040 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43289 members 
Mstep: Class 25 contains 32636 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389708.000000 Penalty: 16362.268555
Iteration 162Q: 28 clusters Score -2.838971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346076 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27040 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43290 members 
Mstep: Class 25 contains 32642 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389714.000000 Penalty: 16362.268555
Iteration 163Q: 28 clusters Score -2.838971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346073 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43293 members 
Mstep: Class 25 contains 32647 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389676.000000 Penalty: 16362.268555
Iteration 164Q: 28 clusters Score -2.838968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346073 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4385 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43293 members 
Mstep: Class 25 contains 32649 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389672.000000 Penalty: 16362.268555
Iteration 165Q: 28 clusters Score -2.838967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4808 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346071 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43297 members 
Mstep: Class 25 contains 32651 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389660.000000 Penalty: 16362.268555
Iteration 166Q: 28 clusters Score -2.838966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4809 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346071 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43307 members 
Mstep: Class 25 contains 32651 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389650.000000 Penalty: 16362.268555
Iteration 167Q: 28 clusters Score -2.838965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346074 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43311 members 
Mstep: Class 25 contains 32651 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389656.000000 Penalty: 16362.268555
Iteration 168Q: 28 clusters Score -2.838966e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346077 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43309 members 
Mstep: Class 25 contains 32651 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389646.000000 Penalty: 16362.268555
Iteration 169Q: 28 clusters Score -2.838965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346079 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43308 members 
Mstep: Class 25 contains 32651 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389644.000000 Penalty: 16362.268555
Iteration 170Q: 28 clusters Score -2.838964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346081 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43304 members 
Mstep: Class 25 contains 32652 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389614.000000 Penalty: 16362.268555
Iteration 171Q: 28 clusters Score -2.838961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4875 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346083 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43302 members 
Mstep: Class 25 contains 32652 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389648.000000 Penalty: 16362.268555
Iteration 172Q: 28 clusters Score -2.838965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346084 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43304 members 
Mstep: Class 25 contains 32652 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389658.000000 Penalty: 16362.268555
Iteration 173Q: 28 clusters Score -2.838966e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4900 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346083 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43304 members 
Mstep: Class 25 contains 32653 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389656.000000 Penalty: 16362.268555
Iteration 174Q: 28 clusters Score -2.838966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4912 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1628 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346081 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43310 members 
Mstep: Class 25 contains 32654 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389688.000000 Penalty: 16362.268555
Iteration 175Q: 28 clusters Score -2.838969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4925 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346077 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43317 members 
Mstep: Class 25 contains 32657 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389694.000000 Penalty: 16362.268555
Iteration 176Q: 28 clusters Score -2.838969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4936 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1622 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 346076 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4206 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43326 members 
Mstep: Class 25 contains 32660 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389698.000000 Penalty: 16362.268555
Iteration 177Q: 28 clusters Score -2.83897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4946 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1620 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 346079 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4189 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43330 members 
Mstep: Class 25 contains 32663 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389674.000000 Penalty: 16362.268555
Iteration 178Q: 28 clusters Score -2.838967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108102 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1620 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 346081 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43337 members 
Mstep: Class 25 contains 32663 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389686.000000 Penalty: 16362.268555
Iteration 179Q: 28 clusters Score -2.838969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108102 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1620 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 346079 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4148 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43346 members 
Mstep: Class 25 contains 32663 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389700.000000 Penalty: 16362.268555
Iteration 180F: 28 clusters Score -2.83897e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108102 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1614 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 346081 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43356 members 
Mstep: Class 25 contains 32663 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389664.000000 Penalty: 16362.268555
Iteration 181Q: 28 clusters Score -2.838966e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108102 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5004 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1610 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 346082 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4105 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43361 members 
Mstep: Class 25 contains 32664 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389700.000000 Penalty: 16362.268555
Iteration 182Q: 28 clusters Score -2.83897e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108102 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 346086 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4092 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43373 members 
Mstep: Class 25 contains 32664 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389696.000000 Penalty: 16362.268555
Iteration 183Q: 28 clusters Score -2.83897e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108103 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1596 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27574 members 
Mstep: Class 13 contains 346083 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4076 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43388 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389714.000000 Penalty: 16362.268555
Iteration 184Q: 28 clusters Score -2.838971e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108105 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 27574 members 
Mstep: Class 13 contains 346082 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43413 members 
Mstep: Class 25 contains 32666 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389726.000000 Penalty: 16362.268555
Iteration 185Q: 28 clusters Score -2.838973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 27574 members 
Mstep: Class 13 contains 346076 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 4035 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43432 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389750.000000 Penalty: 16362.268555
Iteration 186Q: 28 clusters Score -2.838975e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1581 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 27573 members 
Mstep: Class 13 contains 346071 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43442 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389766.000000 Penalty: 16362.268555
Iteration 187Q: 28 clusters Score -2.838977e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108111 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5037 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1579 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27573 members 
Mstep: Class 13 contains 346071 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 4017 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 211 members 
Mstep: Class 21 contains 27038 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43451 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389762.000000 Penalty: 16362.268555
Iteration 188Q: 28 clusters Score -2.838976e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108112 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27573 members 
Mstep: Class 13 contains 346069 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 211 members 
Mstep: Class 21 contains 27037 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43468 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389768.000000 Penalty: 16362.268555
Iteration 189Q: 28 clusters Score -2.838977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108114 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27573 members 
Mstep: Class 13 contains 346065 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 4004 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 211 members 
Mstep: Class 21 contains 27037 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43485 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389778.000000 Penalty: 16362.268555
Iteration 190Q: 28 clusters Score -2.838978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108117 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5022 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1574 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27573 members 
Mstep: Class 13 contains 346059 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 4001 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 211 members 
Mstep: Class 21 contains 27036 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43502 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389778.000000 Penalty: 16362.268555
Iteration 191Q: 28 clusters Score -2.838978e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108121 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27572 members 
Mstep: Class 13 contains 346057 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 211 members 
Mstep: Class 21 contains 27035 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43519 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389768.000000 Penalty: 16362.268555
Iteration 192Q: 28 clusters Score -2.838977e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108121 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1560 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27572 members 
Mstep: Class 13 contains 346062 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27033 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43532 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389756.000000 Penalty: 16362.268555
Iteration 193Q: 28 clusters Score -2.838976e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108122 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1551 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27572 members 
Mstep: Class 13 contains 346059 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3990 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27030 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43556 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389732.000000 Penalty: 16362.268555
Iteration 194Q: 28 clusters Score -2.838973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108122 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5002 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27573 members 
Mstep: Class 13 contains 346056 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27028 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43576 members 
Mstep: Class 25 contains 32667 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389746.000000 Penalty: 16362.268555
Iteration 195Q: 28 clusters Score -2.838975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108120 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27574 members 
Mstep: Class 13 contains 346053 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3983 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27025 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43597 members 
Mstep: Class 25 contains 32668 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389754.000000 Penalty: 16362.268555
Iteration 196Q: 28 clusters Score -2.838975e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108120 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4990 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27574 members 
Mstep: Class 13 contains 346051 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3983 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27021 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43621 members 
Mstep: Class 25 contains 32669 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389778.000000 Penalty: 16362.268555
Iteration 197Q: 28 clusters Score -2.838978e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108119 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4984 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27572 members 
Mstep: Class 13 contains 346049 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27016 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43639 members 
Mstep: Class 25 contains 32670 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389782.000000 Penalty: 16362.268555
Iteration 198Q: 28 clusters Score -2.838978e+07 nChanged 53
Entering ConstructFrom: 
Score: -28389782.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -37995.035156 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -37995.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37322.957031 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -37322.96 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37504.660156 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -37504.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37542.457031 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -37542.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37571.132812 Penalty: 605.057556
	Iteration 3Q: 3 clusters Score -37571.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37593.082031 Penalty: 605.057556
	Iteration 4Q: 3 clusters Score -37593.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37602.535156 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -37602.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37608.621094 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -37608.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37613.296875 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -37613.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37615.835938 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -37615.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37617.921875 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -37617.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37618.960938 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -37618.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37618.960938 Penalty: 605.057556
	Iteration 11F: 3 clusters Score -37618.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108118 members 
Entering Unmasked Estep 
Score: -5298653.000000 Penalty: 527.389526
	Iteration 0F: 2 clusters Score -5298653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -5225494.000000 Penalty: 1054.779053
	Iteration 0F: 3 clusters Score -5225494 nChanged 52867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5258646.000000 Penalty: 1054.779053
	Iteration 1F: 3 clusters Score -5258646 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5261546.500000 Penalty: 1054.779053
	Iteration 2F: 3 clusters Score -5261546 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -5266585.000000 Penalty: 1054.779053
	Iteration 3F: 3 clusters Score -5266585 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -5273898.000000 Penalty: 1054.779053
	Iteration 4F: 3 clusters Score -5273898 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5282740.000000 Penalty: 1054.779053
	Iteration 5F: 3 clusters Score -5282740 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5290654.500000 Penalty: 1054.779053
	Iteration 6F: 3 clusters Score -5290654 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5295324.000000 Penalty: 1054.779053
	Iteration 7Q: 3 clusters Score -5295324 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5297219.500000 Penalty: 1054.779053
	Iteration 8Q: 3 clusters Score -5297220 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107652 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5297879.000000 Penalty: 1054.779053
	Iteration 9Q: 3 clusters Score -5297879 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5298063.500000 Penalty: 1054.779053
	Iteration 10Q: 3 clusters Score -5298064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5298116.000000 Penalty: 1054.779053
	Iteration 11Q: 3 clusters Score -5298116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108008 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5298164.000000 Penalty: 1054.779053
	Iteration 12Q: 3 clusters Score -5298164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5298170.500000 Penalty: 1054.779053
	Iteration 13Q: 3 clusters Score -5298170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5298179.500000 Penalty: 1054.779053
	Iteration 14Q: 3 clusters Score -5298180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108029 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5298189.500000 Penalty: 1054.779053
	Iteration 15Q: 3 clusters Score -5298190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5298188.500000 Penalty: 1054.779053
	Iteration 16Q: 3 clusters Score -5298188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5298189.000000 Penalty: 1054.779053
	Iteration 17Q: 3 clusters Score -5298189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5298189.500000 Penalty: 1054.779053
	Iteration 18Q: 3 clusters Score -5298190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5298188.500000 Penalty: 1054.779053
	Iteration 19Q: 3 clusters Score -5298188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5298194.500000 Penalty: 1054.779053
	Iteration 20F: 3 clusters Score -5298194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -79069.867188 Penalty: 336.056213
	Iteration 0F: 2 clusters Score -79069.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -77853.585938 Penalty: 672.112427
	Iteration 0F: 3 clusters Score -77853.59 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -78234.437500 Penalty: 672.112427
	Iteration 1F: 3 clusters Score -78234.44 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -78281.140625 Penalty: 672.112427
	Iteration 2F: 3 clusters Score -78281.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -78311.335938 Penalty: 672.112427
	Iteration 3Q: 3 clusters Score -78311.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -78342.539062 Penalty: 672.112427
	Iteration 4Q: 3 clusters Score -78342.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -78362.789062 Penalty: 672.112427
	Iteration 5Q: 3 clusters Score -78362.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -78380.304688 Penalty: 672.112427
	Iteration 6Q: 3 clusters Score -78380.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -78392.078125 Penalty: 672.112427
	Iteration 7Q: 3 clusters Score -78392.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78401.500000 Penalty: 672.112427
	Iteration 8Q: 3 clusters Score -78401.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78410.179688 Penalty: 672.112427
	Iteration 9Q: 3 clusters Score -78410.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -78418.101562 Penalty: 672.112427
	Iteration 10Q: 3 clusters Score -78418.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -78426.437500 Penalty: 672.112427
	Iteration 11Q: 3 clusters Score -78426.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -78437.687500 Penalty: 672.112427
	Iteration 12Q: 3 clusters Score -78437.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78444.476562 Penalty: 672.112427
	Iteration 13Q: 3 clusters Score -78444.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78449.984375 Penalty: 672.112427
	Iteration 14Q: 3 clusters Score -78449.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -78458.476562 Penalty: 672.112427
	Iteration 15Q: 3 clusters Score -78458.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -78467.312500 Penalty: 672.112427
	Iteration 16Q: 3 clusters Score -78467.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -78480.976562 Penalty: 672.112427
	Iteration 17Q: 3 clusters Score -78480.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -78493.539062 Penalty: 672.112427
	Iteration 18Q: 3 clusters Score -78493.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -78510.414062 Penalty: 672.112427
	Iteration 19Q: 3 clusters Score -78510.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -78524.562500 Penalty: 672.112427
	Iteration 20F: 3 clusters Score -78524.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78540.476562 Penalty: 672.112427
	Iteration 21Q: 3 clusters Score -78540.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78560.632812 Penalty: 672.112427
	Iteration 22Q: 3 clusters Score -78560.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78577.898438 Penalty: 672.112427
	Iteration 23Q: 3 clusters Score -78577.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78595.687500 Penalty: 672.112427
	Iteration 24Q: 3 clusters Score -78595.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78611.156250 Penalty: 672.112427
	Iteration 25Q: 3 clusters Score -78611.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78628.679688 Penalty: 672.112427
	Iteration 26Q: 3 clusters Score -78628.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78646.210938 Penalty: 672.112427
	Iteration 27Q: 3 clusters Score -78646.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78663.460938 Penalty: 672.112427
	Iteration 28Q: 3 clusters Score -78663.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78680.937500 Penalty: 672.112427
	Iteration 29Q: 3 clusters Score -78680.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -78701.039062 Penalty: 672.112427
	Iteration 30Q: 3 clusters Score -78701.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -78717.226562 Penalty: 672.112427
	Iteration 31Q: 3 clusters Score -78717.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -78729.742188 Penalty: 672.112427
	Iteration 32Q: 3 clusters Score -78729.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -78746.062500 Penalty: 672.112427
	Iteration 33Q: 3 clusters Score -78746.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -78756.968750 Penalty: 672.112427
	Iteration 34Q: 3 clusters Score -78756.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -78766.234375 Penalty: 672.112427
	Iteration 35Q: 3 clusters Score -78766.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -78775.781250 Penalty: 672.112427
	Iteration 36Q: 3 clusters Score -78775.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -78786.570312 Penalty: 672.112427
	Iteration 37Q: 3 clusters Score -78786.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -78792.609375 Penalty: 672.112427
	Iteration 38Q: 3 clusters Score -78792.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -78795.890625 Penalty: 672.112427
	Iteration 39Q: 3 clusters Score -78795.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -78799.085938 Penalty: 672.112427
	Iteration 40F: 3 clusters Score -78799.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -78800.710938 Penalty: 672.112427
	Iteration 41Q: 3 clusters Score -78800.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -78801.882812 Penalty: 672.112427
	Iteration 42Q: 3 clusters Score -78801.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -78801.882812 Penalty: 672.112427
	Iteration 43F: 3 clusters Score -78801.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -33095.011719 Penalty: 300.417755
	Iteration 0F: 2 clusters Score -33095.01 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 386 members 
Entering Unmasked Estep 
Score: -32455.990234 Penalty: 600.835510
	Iteration 0F: 3 clusters Score -32455.99 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -32640.570312 Penalty: 600.835510
	Iteration 1F: 3 clusters Score -32640.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -32680.992188 Penalty: 600.835510
	Iteration 2F: 3 clusters Score -32680.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -32707.884766 Penalty: 600.835510
	Iteration 3F: 3 clusters Score -32707.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -32727.201172 Penalty: 600.835510
	Iteration 4Q: 3 clusters Score -32727.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -32748.798828 Penalty: 600.835510
	Iteration 5Q: 3 clusters Score -32748.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -32772.925781 Penalty: 600.835510
	Iteration 6Q: 3 clusters Score -32772.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32796.878906 Penalty: 600.835510
	Iteration 7Q: 3 clusters Score -32796.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -32827.113281 Penalty: 600.835510
	Iteration 8Q: 3 clusters Score -32827.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -32859.289062 Penalty: 600.835510
	Iteration 9Q: 3 clusters Score -32859.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -32889.335938 Penalty: 600.835510
	Iteration 10Q: 3 clusters Score -32889.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -32902.910156 Penalty: 600.835510
	Iteration 11Q: 3 clusters Score -32902.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -32911.960938 Penalty: 600.835510
	Iteration 12Q: 3 clusters Score -32911.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -32914.605469 Penalty: 600.835510
	Iteration 13Q: 3 clusters Score -32914.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -32915.636719 Penalty: 600.835510
	Iteration 14Q: 3 clusters Score -32915.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -32916.699219 Penalty: 600.835510
	Iteration 15Q: 3 clusters Score -32916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -32928.429688 Penalty: 600.835510
	Iteration 16F: 3 clusters Score -32928.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -32934.664062 Penalty: 600.835510
	Iteration 17Q: 3 clusters Score -32934.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -32940.851562 Penalty: 600.835510
	Iteration 18Q: 3 clusters Score -32940.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -32940.851562 Penalty: 600.835510
	Iteration 19F: 3 clusters Score -32940.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -13212.232422 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -13212.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12857.104492 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -12857.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12982.403320 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -12982.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13006.498047 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -13006.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13037.208984 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -13037.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13073.140625 Penalty: 524.632385
	Iteration 4F: 3 clusters Score -13073.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13087.375977 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -13087.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13094.485352 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -13094.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13104.819336 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -13104.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13113.765625 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -13113.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13115.809570 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -13115.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13116.702148 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -13116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13117.781250 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -13117.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13117.781250 Penalty: 524.632385
	Iteration 12F: 3 clusters Score -13117.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -101917.000000 Penalty: 347.995972
	Iteration 0F: 2 clusters Score -101917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -100412.976562 Penalty: 695.991943
	Iteration 0F: 3 clusters Score -100413 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -100874.296875 Penalty: 695.991943
	Iteration 1F: 3 clusters Score -100874.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -100927.601562 Penalty: 695.991943
	Iteration 2F: 3 clusters Score -100927.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -100977.585938 Penalty: 695.991943
	Iteration 3F: 3 clusters Score -100977.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -101038.992188 Penalty: 695.991943
	Iteration 4Q: 3 clusters Score -101039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -101103.648438 Penalty: 695.991943
	Iteration 5Q: 3 clusters Score -101103.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101155.328125 Penalty: 695.991943
	Iteration 6Q: 3 clusters Score -101155.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101200.140625 Penalty: 695.991943
	Iteration 7Q: 3 clusters Score -101200.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101239.179688 Penalty: 695.991943
	Iteration 8Q: 3 clusters Score -101239.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101292.921875 Penalty: 695.991943
	Iteration 9Q: 3 clusters Score -101292.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -101376.398438 Penalty: 695.991943
	Iteration 10Q: 3 clusters Score -101376.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -101462.101562 Penalty: 695.991943
	Iteration 11Q: 3 clusters Score -101462.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -101507.078125 Penalty: 695.991943
	Iteration 12Q: 3 clusters Score -101507.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -101545.203125 Penalty: 695.991943
	Iteration 13Q: 3 clusters Score -101545.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -101582.539062 Penalty: 695.991943
	Iteration 14Q: 3 clusters Score -101582.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -101599.765625 Penalty: 695.991943
	Iteration 15Q: 3 clusters Score -101599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -101614.007812 Penalty: 695.991943
	Iteration 16Q: 3 clusters Score -101614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -101623.679688 Penalty: 695.991943
	Iteration 17Q: 3 clusters Score -101623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -101624.578125 Penalty: 695.991943
	Iteration 18Q: 3 clusters Score -101624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -101625.421875 Penalty: 695.991943
	Iteration 19Q: 3 clusters Score -101625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -101625.648438 Penalty: 695.991943
	Iteration 20F: 3 clusters Score -101625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -21365.746094 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -21365.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20868.863281 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -20868.86 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21026.863281 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -21026.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21096.308594 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -21096.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21200.947266 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -21200.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21282.916016 Penalty: 572.025818
	Iteration 4F: 3 clusters Score -21282.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21366.003906 Penalty: 572.025818
	Iteration 5F: 3 clusters Score -21366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21427.759766 Penalty: 572.025818
	Iteration 6F: 3 clusters Score -21427.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21454.402344 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -21454.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21472.152344 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -21472.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21505.353516 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -21505.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21529.625000 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -21529.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21536.695312 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -21536.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21543.419922 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -21543.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21544.654297 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -21544.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21544.919922 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -21544.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21545.345703 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -21545.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21545.732422 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -21545.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21545.732422 Penalty: 572.025818
	Iteration 17F: 3 clusters Score -21545.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108118 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 191 members 
Mstep: Class 8 contains 4976 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27570 members 
Mstep: Class 13 contains 346054 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27010 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43651 members 
Mstep: Class 25 contains 32670 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 346 members 
Entering Unmasked Estep 
Score: -28389646.000000 Penalty: 16968.279297
Splitting cluster 7 changes total score from -28389782.000000 to -28389646.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -229886.750000 Penalty: 387.313354
	Iteration 0F: 2 clusters Score -229886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -226524.265625 Penalty: 774.626709
	Iteration 0F: 3 clusters Score -226524.3 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -227728.171875 Penalty: 774.626709
	Iteration 1F: 3 clusters Score -227728.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -227837.125000 Penalty: 774.626709
	Iteration 2F: 3 clusters Score -227837.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -227917.750000 Penalty: 774.626709
	Iteration 3Q: 3 clusters Score -227917.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -228001.328125 Penalty: 774.626709
	Iteration 4Q: 3 clusters Score -228001.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -228095.625000 Penalty: 774.626709
	Iteration 5Q: 3 clusters Score -228095.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -228222.703125 Penalty: 774.626709
	Iteration 6Q: 3 clusters Score -228222.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -228390.609375 Penalty: 774.626709
	Iteration 7F: 3 clusters Score -228390.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -228606.234375 Penalty: 774.626709
	Iteration 8F: 3 clusters Score -228606.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -228820.625000 Penalty: 774.626709
	Iteration 9Q: 3 clusters Score -228820.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -229050.234375 Penalty: 774.626709
	Iteration 10Q: 3 clusters Score -229050.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -229217.406250 Penalty: 774.626709
	Iteration 11Q: 3 clusters Score -229217.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -229323.890625 Penalty: 774.626709
	Iteration 12Q: 3 clusters Score -229323.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -229406.531250 Penalty: 774.626709
	Iteration 13Q: 3 clusters Score -229406.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -229456.609375 Penalty: 774.626709
	Iteration 14Q: 3 clusters Score -229456.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -229481.218750 Penalty: 774.626709
	Iteration 15Q: 3 clusters Score -229481.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -229496.078125 Penalty: 774.626709
	Iteration 16Q: 3 clusters Score -229496.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -229506.828125 Penalty: 774.626709
	Iteration 17Q: 3 clusters Score -229506.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -229517.359375 Penalty: 774.626709
	Iteration 18Q: 3 clusters Score -229517.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -229524.546875 Penalty: 774.626709
	Iteration 19Q: 3 clusters Score -229524.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -229528.937500 Penalty: 774.626709
	Iteration 20F: 3 clusters Score -229528.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -229532.046875 Penalty: 774.626709
	Iteration 21Q: 3 clusters Score -229532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -229533.250000 Penalty: 774.626709
	Iteration 22Q: 3 clusters Score -229533.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -229533.625000 Penalty: 774.626709
	Iteration 23Q: 3 clusters Score -229533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -229534.359375 Penalty: 774.626709
	Iteration 24Q: 3 clusters Score -229534.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -229535.250000 Penalty: 774.626709
	Iteration 25Q: 3 clusters Score -229535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -229537.281250 Penalty: 774.626709
	Iteration 26Q: 3 clusters Score -229537.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -229538.375000 Penalty: 774.626709
	Iteration 27Q: 3 clusters Score -229538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -229539.125000 Penalty: 774.626709
	Iteration 28Q: 3 clusters Score -229539.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -229539.671875 Penalty: 774.626709
	Iteration 29Q: 3 clusters Score -229539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -229539.937500 Penalty: 774.626709
	Iteration 30Q: 3 clusters Score -229539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -229540.484375 Penalty: 774.626709
	Iteration 31Q: 3 clusters Score -229540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -229540.125000 Penalty: 774.626709
	Iteration 32Q: 3 clusters Score -229540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -229540.453125 Penalty: 774.626709
	Iteration 33Q: 3 clusters Score -229540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -229540.453125 Penalty: 774.626709
	Iteration 34F: 3 clusters Score -229540.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -99497.765625 Penalty: 346.652771
	Iteration 0F: 2 clusters Score -99497.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -97993.523438 Penalty: 693.305542
	Iteration 0F: 3 clusters Score -97993.52 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -98419.632812 Penalty: 693.305542
	Iteration 1F: 3 clusters Score -98419.63 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -98480.757812 Penalty: 693.305542
	Iteration 2F: 3 clusters Score -98480.76 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -98546.414062 Penalty: 693.305542
	Iteration 3F: 3 clusters Score -98546.41 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -98630.164062 Penalty: 693.305542
	Iteration 4F: 3 clusters Score -98630.16 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98723.007812 Penalty: 693.305542
	Iteration 5F: 3 clusters Score -98723.01 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98851.203125 Penalty: 693.305542
	Iteration 6F: 3 clusters Score -98851.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98990.953125 Penalty: 693.305542
	Iteration 7F: 3 clusters Score -98990.95 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -99112.164062 Penalty: 693.305542
	Iteration 8F: 3 clusters Score -99112.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -99174.773438 Penalty: 693.305542
	Iteration 9Q: 3 clusters Score -99174.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -99222.898438 Penalty: 693.305542
	Iteration 10Q: 3 clusters Score -99222.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -99248.835938 Penalty: 693.305542
	Iteration 11Q: 3 clusters Score -99248.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -99260.812500 Penalty: 693.305542
	Iteration 12Q: 3 clusters Score -99260.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -99267.304688 Penalty: 693.305542
	Iteration 13Q: 3 clusters Score -99267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -99273.359375 Penalty: 693.305542
	Iteration 14Q: 3 clusters Score -99273.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -99274.796875 Penalty: 693.305542
	Iteration 15Q: 3 clusters Score -99274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -99276.367188 Penalty: 693.305542
	Iteration 16Q: 3 clusters Score -99276.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -99278.460938 Penalty: 693.305542
	Iteration 17Q: 3 clusters Score -99278.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -99282.929688 Penalty: 693.305542
	Iteration 18Q: 3 clusters Score -99282.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -99282.929688 Penalty: 693.305542
	Iteration 19F: 3 clusters Score -99282.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -67991.359375 Penalty: 333.533447
	Iteration 0F: 2 clusters Score -67991.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -66854.148438 Penalty: 667.066895
	Iteration 0F: 3 clusters Score -66854.15 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -67181.289062 Penalty: 667.066895
	Iteration 1F: 3 clusters Score -67181.29 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -67240.554688 Penalty: 667.066895
	Iteration 2F: 3 clusters Score -67240.55 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -67291.468750 Penalty: 667.066895
	Iteration 3F: 3 clusters Score -67291.47 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -67323.179688 Penalty: 667.066895
	Iteration 4Q: 3 clusters Score -67323.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -67351.234375 Penalty: 667.066895
	Iteration 5Q: 3 clusters Score -67351.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -67365.632812 Penalty: 667.066895
	Iteration 6Q: 3 clusters Score -67365.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -67377.234375 Penalty: 667.066895
	Iteration 7Q: 3 clusters Score -67377.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -67388.812500 Penalty: 667.066895
	Iteration 8Q: 3 clusters Score -67388.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -67406.570312 Penalty: 667.066895
	Iteration 9Q: 3 clusters Score -67406.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -67421.398438 Penalty: 667.066895
	Iteration 10Q: 3 clusters Score -67421.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -67440.289062 Penalty: 667.066895
	Iteration 11Q: 3 clusters Score -67440.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -67462.164062 Penalty: 667.066895
	Iteration 12Q: 3 clusters Score -67462.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -67495.062500 Penalty: 667.066895
	Iteration 13Q: 3 clusters Score -67495.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -67536.296875 Penalty: 667.066895
	Iteration 14Q: 3 clusters Score -67536.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -67574.632812 Penalty: 667.066895
	Iteration 15Q: 3 clusters Score -67574.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -67612.039062 Penalty: 667.066895
	Iteration 16Q: 3 clusters Score -67612.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -67639.367188 Penalty: 667.066895
	Iteration 17Q: 3 clusters Score -67639.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -67655.984375 Penalty: 667.066895
	Iteration 18Q: 3 clusters Score -67655.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -67669.640625 Penalty: 667.066895
	Iteration 19Q: 3 clusters Score -67669.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -67681.164062 Penalty: 667.066895
	Iteration 20F: 3 clusters Score -67681.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -67685.523438 Penalty: 667.066895
	Iteration 21Q: 3 clusters Score -67685.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -67685.859375 Penalty: 667.066895
	Iteration 22Q: 3 clusters Score -67685.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -67685.859375 Penalty: 667.066895
	Iteration 23F: 3 clusters Score -67685.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -18356.013672 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -18356.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17910.480469 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -17910.48 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18001.386719 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -18001.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18046.769531 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -18046.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18080.072266 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -18080.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18102.568359 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -18102.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18107.689453 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -18107.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18109.613281 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -18109.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18112.972656 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -18112.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18117.878906 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -18117.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18119.417969 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -18119.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18122.875000 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -18122.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18123.650391 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -18123.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18124.707031 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -18124.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18124.707031 Penalty: 552.856506
	Iteration 13F: 3 clusters Score -18124.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Entering Unmasked Estep 
Score: -1393926.750000 Penalty: 465.213989
	Iteration 0F: 2 clusters Score -1393927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1375465.000000 Penalty: 930.427979
	Iteration 0F: 3 clusters Score -1375465 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1383166.125000 Penalty: 930.427979
	Iteration 1F: 3 clusters Score -1383166 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1383746.375000 Penalty: 930.427979
	Iteration 2Q: 3 clusters Score -1383746 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1384660.000000 Penalty: 930.427979
	Iteration 3F: 3 clusters Score -1384660 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1386028.500000 Penalty: 930.427979
	Iteration 4F: 3 clusters Score -1386028 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1387787.125000 Penalty: 930.427979
	Iteration 5F: 3 clusters Score -1387787 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1389337.250000 Penalty: 930.427979
	Iteration 6F: 3 clusters Score -1389337 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1390121.000000 Penalty: 930.427979
	Iteration 7F: 3 clusters Score -1390121 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1390400.500000 Penalty: 930.427979
	Iteration 8Q: 3 clusters Score -1390400 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1390520.250000 Penalty: 930.427979
	Iteration 9Q: 3 clusters Score -1390520 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1390599.250000 Penalty: 930.427979
	Iteration 10Q: 3 clusters Score -1390599 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1390674.625000 Penalty: 930.427979
	Iteration 11Q: 3 clusters Score -1390675 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1390736.375000 Penalty: 930.427979
	Iteration 12Q: 3 clusters Score -1390736 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1390789.375000 Penalty: 930.427979
	Iteration 13Q: 3 clusters Score -1390789 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1390834.000000 Penalty: 930.427979
	Iteration 14Q: 3 clusters Score -1390834 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1390889.750000 Penalty: 930.427979
	Iteration 15Q: 3 clusters Score -1390890 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1390937.625000 Penalty: 930.427979
	Iteration 16Q: 3 clusters Score -1390938 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1390965.625000 Penalty: 930.427979
	Iteration 17Q: 3 clusters Score -1390966 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1391001.875000 Penalty: 930.427979
	Iteration 18Q: 3 clusters Score -1391002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1391031.875000 Penalty: 930.427979
	Iteration 19Q: 3 clusters Score -1391032 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1391067.750000 Penalty: 930.427979
	Iteration 20F: 3 clusters Score -1391068 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1391093.875000 Penalty: 930.427979
	Iteration 21Q: 3 clusters Score -1391094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1391119.500000 Penalty: 930.427979
	Iteration 22Q: 3 clusters Score -1391120 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1391135.000000 Penalty: 930.427979
	Iteration 23Q: 3 clusters Score -1391135 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1391148.875000 Penalty: 930.427979
	Iteration 24Q: 3 clusters Score -1391149 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1391158.250000 Penalty: 930.427979
	Iteration 25Q: 3 clusters Score -1391158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1391169.250000 Penalty: 930.427979
	Iteration 26Q: 3 clusters Score -1391169 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1391182.125000 Penalty: 930.427979
	Iteration 27Q: 3 clusters Score -1391182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1391188.750000 Penalty: 930.427979
	Iteration 28Q: 3 clusters Score -1391189 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1391193.875000 Penalty: 930.427979
	Iteration 29Q: 3 clusters Score -1391194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1391208.500000 Penalty: 930.427979
	Iteration 30Q: 3 clusters Score -1391208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1391219.000000 Penalty: 930.427979
	Iteration 31Q: 3 clusters Score -1391219 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1391228.625000 Penalty: 930.427979
	Iteration 32Q: 3 clusters Score -1391229 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1391243.125000 Penalty: 930.427979
	Iteration 33Q: 3 clusters Score -1391243 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1391244.625000 Penalty: 930.427979
	Iteration 34Q: 3 clusters Score -1391245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1391258.250000 Penalty: 930.427979
	Iteration 35Q: 3 clusters Score -1391258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1391273.625000 Penalty: 930.427979
	Iteration 36Q: 3 clusters Score -1391274 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1391279.500000 Penalty: 930.427979
	Iteration 37Q: 3 clusters Score -1391280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1391294.625000 Penalty: 930.427979
	Iteration 38Q: 3 clusters Score -1391295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1391304.375000 Penalty: 930.427979
	Iteration 39Q: 3 clusters Score -1391304 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1391304.375000 Penalty: 930.427979
	Iteration 40F: 3 clusters Score -1391304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1391318.375000 Penalty: 930.427979
	Iteration 41Q: 3 clusters Score -1391318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1391328.750000 Penalty: 930.427979
	Iteration 42Q: 3 clusters Score -1391329 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1391339.375000 Penalty: 930.427979
	Iteration 43Q: 3 clusters Score -1391339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1391350.000000 Penalty: 930.427979
	Iteration 44Q: 3 clusters Score -1391350 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1391357.875000 Penalty: 930.427979
	Iteration 45Q: 3 clusters Score -1391358 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1391373.625000 Penalty: 930.427979
	Iteration 46Q: 3 clusters Score -1391374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1391383.125000 Penalty: 930.427979
	Iteration 47Q: 3 clusters Score -1391383 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1391389.250000 Penalty: 930.427979
	Iteration 48Q: 3 clusters Score -1391389 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1391396.750000 Penalty: 930.427979
	Iteration 49Q: 3 clusters Score -1391397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1391399.750000 Penalty: 930.427979
	Iteration 50Q: 3 clusters Score -1391400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1391403.500000 Penalty: 930.427979
	Iteration 51Q: 3 clusters Score -1391404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1391415.625000 Penalty: 930.427979
	Iteration 52Q: 3 clusters Score -1391416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1391421.125000 Penalty: 930.427979
	Iteration 53Q: 3 clusters Score -1391421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1391428.125000 Penalty: 930.427979
	Iteration 54Q: 3 clusters Score -1391428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1391429.000000 Penalty: 930.427979
	Iteration 55Q: 3 clusters Score -1391429 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1391439.750000 Penalty: 930.427979
	Iteration 56Q: 3 clusters Score -1391440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1391446.125000 Penalty: 930.427979
	Iteration 57Q: 3 clusters Score -1391446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1391452.250000 Penalty: 930.427979
	Iteration 58Q: 3 clusters Score -1391452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1391453.750000 Penalty: 930.427979
	Iteration 59Q: 3 clusters Score -1391454 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1391464.750000 Penalty: 930.427979
	Iteration 60F: 3 clusters Score -1391465 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1391479.500000 Penalty: 930.427979
	Iteration 61Q: 3 clusters Score -1391480 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1391487.125000 Penalty: 930.427979
	Iteration 62Q: 3 clusters Score -1391487 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1391503.500000 Penalty: 930.427979
	Iteration 63Q: 3 clusters Score -1391504 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1391521.125000 Penalty: 930.427979
	Iteration 64Q: 3 clusters Score -1391521 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1391536.875000 Penalty: 930.427979
	Iteration 65Q: 3 clusters Score -1391537 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1391550.250000 Penalty: 930.427979
	Iteration 66Q: 3 clusters Score -1391550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1391569.250000 Penalty: 930.427979
	Iteration 67Q: 3 clusters Score -1391569 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1391570.875000 Penalty: 930.427979
	Iteration 68Q: 3 clusters Score -1391571 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1391591.625000 Penalty: 930.427979
	Iteration 69Q: 3 clusters Score -1391592 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1391606.125000 Penalty: 930.427979
	Iteration 70Q: 3 clusters Score -1391606 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1391619.750000 Penalty: 930.427979
	Iteration 71Q: 3 clusters Score -1391620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1391635.000000 Penalty: 930.427979
	Iteration 72Q: 3 clusters Score -1391635 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1391647.625000 Penalty: 930.427979
	Iteration 73Q: 3 clusters Score -1391648 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1391662.500000 Penalty: 930.427979
	Iteration 74Q: 3 clusters Score -1391662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1391673.125000 Penalty: 930.427979
	Iteration 75Q: 3 clusters Score -1391673 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1391686.500000 Penalty: 930.427979
	Iteration 76Q: 3 clusters Score -1391686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1391699.750000 Penalty: 930.427979
	Iteration 77Q: 3 clusters Score -1391700 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1391702.375000 Penalty: 930.427979
	Iteration 78Q: 3 clusters Score -1391702 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1391718.000000 Penalty: 930.427979
	Iteration 79Q: 3 clusters Score -1391718 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1391736.500000 Penalty: 930.427979
	Iteration 80F: 3 clusters Score -1391736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1391757.125000 Penalty: 930.427979
	Iteration 81Q: 3 clusters Score -1391757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1391783.125000 Penalty: 930.427979
	Iteration 82Q: 3 clusters Score -1391783 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1391802.750000 Penalty: 930.427979
	Iteration 83Q: 3 clusters Score -1391803 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1391831.250000 Penalty: 930.427979
	Iteration 84Q: 3 clusters Score -1391831 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1391858.500000 Penalty: 930.427979
	Iteration 85Q: 3 clusters Score -1391858 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1391901.250000 Penalty: 930.427979
	Iteration 86Q: 3 clusters Score -1391901 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1391930.125000 Penalty: 930.427979
	Iteration 87Q: 3 clusters Score -1391930 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1391969.500000 Penalty: 930.427979
	Iteration 88Q: 3 clusters Score -1391970 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1392014.500000 Penalty: 930.427979
	Iteration 89Q: 3 clusters Score -1392014 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1392057.625000 Penalty: 930.427979
	Iteration 90Q: 3 clusters Score -1392058 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1392109.750000 Penalty: 930.427979
	Iteration 91Q: 3 clusters Score -1392110 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1392164.875000 Penalty: 930.427979
	Iteration 92Q: 3 clusters Score -1392165 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1392225.625000 Penalty: 930.427979
	Iteration 93Q: 3 clusters Score -1392226 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1392296.500000 Penalty: 930.427979
	Iteration 94Q: 3 clusters Score -1392296 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1392375.000000 Penalty: 930.427979
	Iteration 95Q: 3 clusters Score -1392375 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1392446.250000 Penalty: 930.427979
	Iteration 96Q: 3 clusters Score -1392446 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1392499.125000 Penalty: 930.427979
	Iteration 97Q: 3 clusters Score -1392499 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1392564.125000 Penalty: 930.427979
	Iteration 98Q: 3 clusters Score -1392564 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1392639.375000 Penalty: 930.427979
	Iteration 99Q: 3 clusters Score -1392639 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1392712.000000 Penalty: 930.427979
	Iteration 100F: 3 clusters Score -1392712 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1392793.000000 Penalty: 930.427979
	Iteration 101Q: 3 clusters Score -1392793 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1392875.500000 Penalty: 930.427979
	Iteration 102Q: 3 clusters Score -1392876 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1392955.125000 Penalty: 930.427979
	Iteration 103Q: 3 clusters Score -1392955 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1393025.000000 Penalty: 930.427979
	Iteration 104Q: 3 clusters Score -1393025 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1393102.375000 Penalty: 930.427979
	Iteration 105Q: 3 clusters Score -1393102 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1393188.500000 Penalty: 930.427979
	Iteration 106Q: 3 clusters Score -1393188 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1393267.250000 Penalty: 930.427979
	Iteration 107Q: 3 clusters Score -1393267 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1393325.250000 Penalty: 930.427979
	Iteration 108Q: 3 clusters Score -1393325 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1393368.125000 Penalty: 930.427979
	Iteration 109Q: 3 clusters Score -1393368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1393392.375000 Penalty: 930.427979
	Iteration 110Q: 3 clusters Score -1393392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1393426.125000 Penalty: 930.427979
	Iteration 111Q: 3 clusters Score -1393426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1393447.750000 Penalty: 930.427979
	Iteration 112Q: 3 clusters Score -1393448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1393465.500000 Penalty: 930.427979
	Iteration 113Q: 3 clusters Score -1393466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1393490.625000 Penalty: 930.427979
	Iteration 114Q: 3 clusters Score -1393491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1393507.250000 Penalty: 930.427979
	Iteration 115Q: 3 clusters Score -1393507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1393528.875000 Penalty: 930.427979
	Iteration 116Q: 3 clusters Score -1393529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1393541.375000 Penalty: 930.427979
	Iteration 117Q: 3 clusters Score -1393541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1393561.125000 Penalty: 930.427979
	Iteration 118Q: 3 clusters Score -1393561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1393574.875000 Penalty: 930.427979
	Iteration 119Q: 3 clusters Score -1393575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1393585.875000 Penalty: 930.427979
	Iteration 120F: 3 clusters Score -1393586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1393601.875000 Penalty: 930.427979
	Iteration 121Q: 3 clusters Score -1393602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1393610.750000 Penalty: 930.427979
	Iteration 122Q: 3 clusters Score -1393611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1393626.000000 Penalty: 930.427979
	Iteration 123Q: 3 clusters Score -1393626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1393631.375000 Penalty: 930.427979
	Iteration 124Q: 3 clusters Score -1393631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1393638.625000 Penalty: 930.427979
	Iteration 125Q: 3 clusters Score -1393639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1393643.500000 Penalty: 930.427979
	Iteration 126Q: 3 clusters Score -1393644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1393648.750000 Penalty: 930.427979
	Iteration 127Q: 3 clusters Score -1393649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1393649.375000 Penalty: 930.427979
	Iteration 128Q: 3 clusters Score -1393649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1393653.750000 Penalty: 930.427979
	Iteration 129Q: 3 clusters Score -1393654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1393654.750000 Penalty: 930.427979
	Iteration 130Q: 3 clusters Score -1393655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1393657.250000 Penalty: 930.427979
	Iteration 131Q: 3 clusters Score -1393657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1393657.750000 Penalty: 930.427979
	Iteration 132Q: 3 clusters Score -1393658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1393658.000000 Penalty: 930.427979
	Iteration 133Q: 3 clusters Score -1393658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1393658.000000 Penalty: 930.427979
	Iteration 134Q: 3 clusters Score -1393658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1393660.500000 Penalty: 930.427979
	Iteration 135Q: 3 clusters Score -1393660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1393662.250000 Penalty: 930.427979
	Iteration 136Q: 3 clusters Score -1393662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1393662.625000 Penalty: 930.427979
	Iteration 137Q: 3 clusters Score -1393663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1393666.125000 Penalty: 930.427979
	Iteration 138Q: 3 clusters Score -1393666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1393667.625000 Penalty: 930.427979
	Iteration 139Q: 3 clusters Score -1393668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1393667.750000 Penalty: 930.427979
	Iteration 140F: 3 clusters Score -1393668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1393668.875000 Penalty: 930.427979
	Iteration 141Q: 3 clusters Score -1393669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1393670.875000 Penalty: 930.427979
	Iteration 142Q: 3 clusters Score -1393671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1393673.000000 Penalty: 930.427979
	Iteration 143Q: 3 clusters Score -1393673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1393674.875000 Penalty: 930.427979
	Iteration 144Q: 3 clusters Score -1393675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1393674.625000 Penalty: 930.427979
	Iteration 145Q: 3 clusters Score -1393675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1393676.500000 Penalty: 930.427979
	Iteration 146Q: 3 clusters Score -1393676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1393680.250000 Penalty: 930.427979
	Iteration 147Q: 3 clusters Score -1393680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1393679.750000 Penalty: 930.427979
	Iteration 148Q: 3 clusters Score -1393680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1393680.250000 Penalty: 930.427979
	Iteration 149Q: 3 clusters Score -1393680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1393680.375000 Penalty: 930.427979
	Iteration 150Q: 3 clusters Score -1393680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1393680.375000 Penalty: 930.427979
	Iteration 151F: 3 clusters Score -1393680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (346054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346054 members 
Entering Unmasked Estep 
Score: -16491992.000000 Penalty: 580.322937
	Iteration 0F: 2 clusters Score -1.649199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173370 members 
Mstep: Class 2 contains 172684 members 
Entering Unmasked Estep 
Score: -16264285.000000 Penalty: 1160.645874
	Iteration 0F: 3 clusters Score -1.626428e+07 nChanged 171068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194560 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -16367812.000000 Penalty: 1160.645874
	Iteration 1F: 3 clusters Score -1.636781e+07 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207885 members 
Mstep: Class 2 contains 138169 members 
Entering Unmasked Estep 
Score: -16373236.000000 Penalty: 1160.645874
	Iteration 2Q: 3 clusters Score -1.637324e+07 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227668 members 
Mstep: Class 2 contains 118386 members 
Entering Unmasked Estep 
Score: -16384074.000000 Penalty: 1160.645874
	Iteration 3F: 3 clusters Score -1.638407e+07 nChanged 27822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254446 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -16403711.000000 Penalty: 1160.645874
	Iteration 4F: 3 clusters Score -1.640371e+07 nChanged 30465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284371 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -16431275.000000 Penalty: 1160.645874
	Iteration 5F: 3 clusters Score -1.643128e+07 nChanged 25488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309577 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -16465684.000000 Penalty: 1160.645874
	Iteration 6F: 3 clusters Score -1.646568e+07 nChanged 18405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327938 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -16483063.000000 Penalty: 1160.645874
	Iteration 7F: 3 clusters Score -1.648306e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338198 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -16489090.000000 Penalty: 1160.645874
	Iteration 8Q: 3 clusters Score -1.648909e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342682 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -16490910.000000 Penalty: 1160.645874
	Iteration 9Q: 3 clusters Score -1.649091e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344536 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -16491377.000000 Penalty: 1160.645874
	Iteration 10Q: 3 clusters Score -1.649138e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345272 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16491432.000000 Penalty: 1160.645874
	Iteration 11Q: 3 clusters Score -1.649143e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345585 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16491541.000000 Penalty: 1160.645874
	Iteration 12Q: 3 clusters Score -1.649154e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345708 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16491547.000000 Penalty: 1160.645874
	Iteration 13Q: 3 clusters Score -1.649155e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345777 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16491577.000000 Penalty: 1160.645874
	Iteration 14Q: 3 clusters Score -1.649158e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345799 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16491588.000000 Penalty: 1160.645874
	Iteration 15Q: 3 clusters Score -1.649159e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345822 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16491620.000000 Penalty: 1160.645874
	Iteration 16Q: 3 clusters Score -1.649162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345835 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16491628.000000 Penalty: 1160.645874
	Iteration 17Q: 3 clusters Score -1.649163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345836 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16491634.000000 Penalty: 1160.645874
	Iteration 18Q: 3 clusters Score -1.649163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345839 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16491640.000000 Penalty: 1160.645874
	Iteration 19Q: 3 clusters Score -1.649164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345841 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16491650.000000 Penalty: 1160.645874
	Iteration 20F: 3 clusters Score -1.649165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345837 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16491666.000000 Penalty: 1160.645874
	Iteration 21Q: 3 clusters Score -1.649167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345830 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16491693.000000 Penalty: 1160.645874
	Iteration 22Q: 3 clusters Score -1.649169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345827 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16491697.000000 Penalty: 1160.645874
	Iteration 23Q: 3 clusters Score -1.64917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345824 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16491692.000000 Penalty: 1160.645874
	Iteration 24Q: 3 clusters Score -1.649169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345816 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16491716.000000 Penalty: 1160.645874
	Iteration 25Q: 3 clusters Score -1.649172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345808 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16491717.000000 Penalty: 1160.645874
	Iteration 26Q: 3 clusters Score -1.649172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345800 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16491731.000000 Penalty: 1160.645874
	Iteration 27Q: 3 clusters Score -1.649173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345797 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16491732.000000 Penalty: 1160.645874
	Iteration 28Q: 3 clusters Score -1.649173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345795 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16491715.000000 Penalty: 1160.645874
	Iteration 29Q: 3 clusters Score -1.649172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345789 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16491740.000000 Penalty: 1160.645874
	Iteration 30Q: 3 clusters Score -1.649174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345785 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16491736.000000 Penalty: 1160.645874
	Iteration 31Q: 3 clusters Score -1.649174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345782 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16491727.000000 Penalty: 1160.645874
	Iteration 32Q: 3 clusters Score -1.649173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345782 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16491728.000000 Penalty: 1160.645874
	Iteration 33Q: 3 clusters Score -1.649173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345781 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16491732.000000 Penalty: 1160.645874
	Iteration 34Q: 3 clusters Score -1.649173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345778 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16491728.000000 Penalty: 1160.645874
	Iteration 35Q: 3 clusters Score -1.649173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345777 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16491732.000000 Penalty: 1160.645874
	Iteration 36Q: 3 clusters Score -1.649173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345777 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16491733.000000 Penalty: 1160.645874
	Iteration 37F: 3 clusters Score -1.649173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345776 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16491728.000000 Penalty: 1160.645874
	Iteration 38Q: 3 clusters Score -1.649173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16491735.000000 Penalty: 1160.645874
	Iteration 39Q: 3 clusters Score -1.649174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16491735.000000 Penalty: 1160.645874
	Iteration 40F: 3 clusters Score -1.649174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -24292.162109 Penalty: 286.518463
	Iteration 0F: 2 clusters Score -24292.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23757.167969 Penalty: 573.036926
	Iteration 0F: 3 clusters Score -23757.17 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23889.871094 Penalty: 573.036926
	Iteration 1F: 3 clusters Score -23889.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23926.539062 Penalty: 573.036926
	Iteration 2F: 3 clusters Score -23926.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23942.767578 Penalty: 573.036926
	Iteration 3Q: 3 clusters Score -23942.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23949.695312 Penalty: 573.036926
	Iteration 4Q: 3 clusters Score -23949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23955.300781 Penalty: 573.036926
	Iteration 5Q: 3 clusters Score -23955.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23961.728516 Penalty: 573.036926
	Iteration 6Q: 3 clusters Score -23961.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23966.460938 Penalty: 573.036926
	Iteration 7Q: 3 clusters Score -23966.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23971.470703 Penalty: 573.036926
	Iteration 8Q: 3 clusters Score -23971.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23972.808594 Penalty: 573.036926
	Iteration 9Q: 3 clusters Score -23972.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23973.386719 Penalty: 573.036926
	Iteration 10Q: 3 clusters Score -23973.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23973.636719 Penalty: 573.036926
	Iteration 11Q: 3 clusters Score -23973.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23973.636719 Penalty: 573.036926
	Iteration 12F: 3 clusters Score -23973.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -10298.821289 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -10298.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9980.758789 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -9980.759 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10111.324219 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -10111.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10169.037109 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -10169.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10188.438477 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -10188.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10202.854492 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -10202.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10216.702148 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -10216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10235.342773 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -10235.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10246.117188 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -10246.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10255.273438 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -10255.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10256.860352 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -10256.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10256.860352 Penalty: 510.127991
	Iteration 10F: 3 clusters Score -10256.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -54171.609375 Penalty: 323.387878
	Iteration 0F: 2 clusters Score -54171.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -53238.691406 Penalty: 646.775757
	Iteration 0F: 3 clusters Score -53238.69 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -53554.363281 Penalty: 646.775757
	Iteration 1F: 3 clusters Score -53554.36 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -53620.199219 Penalty: 646.775757
	Iteration 2F: 3 clusters Score -53620.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -53658.734375 Penalty: 646.775757
	Iteration 3Q: 3 clusters Score -53658.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53704.183594 Penalty: 646.775757
	Iteration 4Q: 3 clusters Score -53704.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -53757.593750 Penalty: 646.775757
	Iteration 5F: 3 clusters Score -53757.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -53793.613281 Penalty: 646.775757
	Iteration 6Q: 3 clusters Score -53793.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -53821.175781 Penalty: 646.775757
	Iteration 7Q: 3 clusters Score -53821.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -53838.390625 Penalty: 646.775757
	Iteration 8Q: 3 clusters Score -53838.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -53852.757812 Penalty: 646.775757
	Iteration 9Q: 3 clusters Score -53852.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -53869.230469 Penalty: 646.775757
	Iteration 10Q: 3 clusters Score -53869.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -53879.269531 Penalty: 646.775757
	Iteration 11Q: 3 clusters Score -53879.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -53889.835938 Penalty: 646.775757
	Iteration 12Q: 3 clusters Score -53889.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -53900.421875 Penalty: 646.775757
	Iteration 13Q: 3 clusters Score -53900.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -53914.531250 Penalty: 646.775757
	Iteration 14Q: 3 clusters Score -53914.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -53931.050781 Penalty: 646.775757
	Iteration 15Q: 3 clusters Score -53931.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -53946.699219 Penalty: 646.775757
	Iteration 16Q: 3 clusters Score -53946.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -53959.250000 Penalty: 646.775757
	Iteration 17Q: 3 clusters Score -53959.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -53979.265625 Penalty: 646.775757
	Iteration 18Q: 3 clusters Score -53979.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -53988.820312 Penalty: 646.775757
	Iteration 19Q: 3 clusters Score -53988.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -53995.550781 Penalty: 646.775757
	Iteration 20F: 3 clusters Score -53995.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -53999.339844 Penalty: 646.775757
	Iteration 21Q: 3 clusters Score -53999.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -54003.078125 Penalty: 646.775757
	Iteration 22Q: 3 clusters Score -54003.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -54007.140625 Penalty: 646.775757
	Iteration 23Q: 3 clusters Score -54007.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -54008.066406 Penalty: 646.775757
	Iteration 24Q: 3 clusters Score -54008.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -54008.066406 Penalty: 646.775757
	Iteration 25F: 3 clusters Score -54008.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -179454.140625 Penalty: 377.139771
	Iteration 0F: 2 clusters Score -179454.1 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 1920 members 
Entering Unmasked Estep 
Score: -176735.203125 Penalty: 754.279541
	Iteration 0F: 3 clusters Score -176735.2 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -177794.125000 Penalty: 754.279541
	Iteration 1F: 3 clusters Score -177794.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -177939.000000 Penalty: 754.279541
	Iteration 2F: 3 clusters Score -177939 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -178121.234375 Penalty: 754.279541
	Iteration 3F: 3 clusters Score -178121.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -178344.390625 Penalty: 754.279541
	Iteration 4F: 3 clusters Score -178344.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178593.890625 Penalty: 754.279541
	Iteration 5F: 3 clusters Score -178593.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -178807.671875 Penalty: 754.279541
	Iteration 6F: 3 clusters Score -178807.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -178922.984375 Penalty: 754.279541
	Iteration 7Q: 3 clusters Score -178923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -179010.500000 Penalty: 754.279541
	Iteration 8Q: 3 clusters Score -179010.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -179050.109375 Penalty: 754.279541
	Iteration 9Q: 3 clusters Score -179050.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -179065.296875 Penalty: 754.279541
	Iteration 10Q: 3 clusters Score -179065.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -179079.046875 Penalty: 754.279541
	Iteration 11Q: 3 clusters Score -179079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -179084.468750 Penalty: 754.279541
	Iteration 12Q: 3 clusters Score -179084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -179091.328125 Penalty: 754.279541
	Iteration 13Q: 3 clusters Score -179091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -179108.406250 Penalty: 754.279541
	Iteration 14Q: 3 clusters Score -179108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -179123.468750 Penalty: 754.279541
	Iteration 15Q: 3 clusters Score -179123.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -179135.375000 Penalty: 754.279541
	Iteration 16Q: 3 clusters Score -179135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -179142.734375 Penalty: 754.279541
	Iteration 17Q: 3 clusters Score -179142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -179148.265625 Penalty: 754.279541
	Iteration 18Q: 3 clusters Score -179148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -179148.265625 Penalty: 754.279541
	Iteration 19F: 3 clusters Score -179148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -14832.842773 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -14832.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14467.331055 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -14467.33 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14561.300781 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -14561.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14575.863281 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -14575.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14579.100586 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -14579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14580.779297 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -14580.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14582.152344 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -14582.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14586.592773 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -14586.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14591.299805 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -14591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14593.019531 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -14593.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14593.571289 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -14593.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14597.552734 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -14597.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14604.369141 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -14604.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14607.923828 Penalty: 530.701294
	Iteration 12Q: 3 clusters Score -14607.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14610.772461 Penalty: 530.701294
	Iteration 13Q: 3 clusters Score -14610.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14612.766602 Penalty: 530.701294
	Iteration 14Q: 3 clusters Score -14612.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14614.060547 Penalty: 530.701294
	Iteration 15Q: 3 clusters Score -14614.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14615.177734 Penalty: 530.701294
	Iteration 16Q: 3 clusters Score -14615.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14616.279297 Penalty: 530.701294
	Iteration 17Q: 3 clusters Score -14616.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14616.825195 Penalty: 530.701294
	Iteration 18Q: 3 clusters Score -14616.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14617.654297 Penalty: 530.701294
	Iteration 19Q: 3 clusters Score -14617.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14618.085938 Penalty: 530.701294
	Iteration 20F: 3 clusters Score -14618.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14619.158203 Penalty: 530.701294
	Iteration 21Q: 3 clusters Score -14619.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14620.363281 Penalty: 530.701294
	Iteration 22Q: 3 clusters Score -14620.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14620.363281 Penalty: 530.701294
	Iteration 23F: 3 clusters Score -14620.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9557.097656 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9557.098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9264.045898 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9264.046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9324.302734 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9324.303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9342.206055 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9342.206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9355.806641 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9355.807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9365.289062 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9365.289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9370.900391 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9372.464844 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9372.465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9374.027344 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9374.027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9375.915039 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -9375.915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9379.070312 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -9379.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9380.206055 Penalty: 484.836731
	Iteration 10Q: 3 clusters Score -9380.206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9381.224609 Penalty: 484.836731
	Iteration 11Q: 3 clusters Score -9381.225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9381.224609 Penalty: 484.836731
	Iteration 12F: 3 clusters Score -9381.225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -8460.964844 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -8460.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8176.165527 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -8176.166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8255.916992 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -8255.917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8275.102539 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -8275.103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8302.037109 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -8302.037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8317.590820 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -8317.591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8328.314453 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -8328.314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8333.152344 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -8333.152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8335.758789 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -8335.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8339.007812 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -8339.008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8346.101562 Penalty: 486.586761
	Iteration 9Q: 3 clusters Score -8346.102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8348.278320 Penalty: 486.586761
	Iteration 10Q: 3 clusters Score -8348.278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8352.393555 Penalty: 486.586761
	Iteration 11Q: 3 clusters Score -8352.394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8352.393555 Penalty: 486.586761
	Iteration 12F: 3 clusters Score -8352.394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Entering Unmasked Estep 
Score: -1369444.500000 Penalty: 464.280273
	Iteration 0F: 2 clusters Score -1369444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1351452.000000 Penalty: 928.560547
	Iteration 0F: 3 clusters Score -1351452 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1359455.750000 Penalty: 928.560547
	Iteration 1F: 3 clusters Score -1359456 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1360289.750000 Penalty: 928.560547
	Iteration 2F: 3 clusters Score -1360290 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1361483.000000 Penalty: 928.560547
	Iteration 3F: 3 clusters Score -1361483 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1363102.500000 Penalty: 928.560547
	Iteration 4F: 3 clusters Score -1363102 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1364647.750000 Penalty: 928.560547
	Iteration 5F: 3 clusters Score -1364648 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1365597.500000 Penalty: 928.560547
	Iteration 6F: 3 clusters Score -1365598 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1365970.750000 Penalty: 928.560547
	Iteration 7Q: 3 clusters Score -1365971 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1366113.500000 Penalty: 928.560547
	Iteration 8Q: 3 clusters Score -1366114 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1366189.875000 Penalty: 928.560547
	Iteration 9Q: 3 clusters Score -1366190 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1366253.000000 Penalty: 928.560547
	Iteration 10Q: 3 clusters Score -1366253 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1366302.875000 Penalty: 928.560547
	Iteration 11Q: 3 clusters Score -1366303 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1366349.750000 Penalty: 928.560547
	Iteration 12Q: 3 clusters Score -1366350 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1366393.750000 Penalty: 928.560547
	Iteration 13Q: 3 clusters Score -1366394 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1366445.125000 Penalty: 928.560547
	Iteration 14Q: 3 clusters Score -1366445 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1366497.875000 Penalty: 928.560547
	Iteration 15Q: 3 clusters Score -1366498 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1366545.375000 Penalty: 928.560547
	Iteration 16Q: 3 clusters Score -1366545 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1366588.250000 Penalty: 928.560547
	Iteration 17Q: 3 clusters Score -1366588 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1366633.250000 Penalty: 928.560547
	Iteration 18Q: 3 clusters Score -1366633 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1366691.500000 Penalty: 928.560547
	Iteration 19Q: 3 clusters Score -1366692 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1366744.875000 Penalty: 928.560547
	Iteration 20F: 3 clusters Score -1366745 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1366787.000000 Penalty: 928.560547
	Iteration 21Q: 3 clusters Score -1366787 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1366832.625000 Penalty: 928.560547
	Iteration 22Q: 3 clusters Score -1366833 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1366875.500000 Penalty: 928.560547
	Iteration 23Q: 3 clusters Score -1366876 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1366910.375000 Penalty: 928.560547
	Iteration 24Q: 3 clusters Score -1366910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1366940.875000 Penalty: 928.560547
	Iteration 25Q: 3 clusters Score -1366941 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1366977.750000 Penalty: 928.560547
	Iteration 26Q: 3 clusters Score -1366978 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1367002.250000 Penalty: 928.560547
	Iteration 27Q: 3 clusters Score -1367002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1367028.000000 Penalty: 928.560547
	Iteration 28Q: 3 clusters Score -1367028 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1367061.000000 Penalty: 928.560547
	Iteration 29Q: 3 clusters Score -1367061 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1367100.250000 Penalty: 928.560547
	Iteration 30Q: 3 clusters Score -1367100 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1367156.375000 Penalty: 928.560547
	Iteration 31Q: 3 clusters Score -1367156 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1367212.875000 Penalty: 928.560547
	Iteration 32Q: 3 clusters Score -1367213 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1367272.625000 Penalty: 928.560547
	Iteration 33Q: 3 clusters Score -1367273 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1367323.375000 Penalty: 928.560547
	Iteration 34Q: 3 clusters Score -1367323 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1367382.875000 Penalty: 928.560547
	Iteration 35Q: 3 clusters Score -1367383 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1367444.000000 Penalty: 928.560547
	Iteration 36Q: 3 clusters Score -1367444 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1367516.875000 Penalty: 928.560547
	Iteration 37Q: 3 clusters Score -1367517 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1367588.625000 Penalty: 928.560547
	Iteration 38Q: 3 clusters Score -1367589 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1367673.125000 Penalty: 928.560547
	Iteration 39Q: 3 clusters Score -1367673 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1367751.750000 Penalty: 928.560547
	Iteration 40F: 3 clusters Score -1367752 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1367817.625000 Penalty: 928.560547
	Iteration 41Q: 3 clusters Score -1367818 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1367896.875000 Penalty: 928.560547
	Iteration 42Q: 3 clusters Score -1367897 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1367970.750000 Penalty: 928.560547
	Iteration 43Q: 3 clusters Score -1367971 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1368040.375000 Penalty: 928.560547
	Iteration 44Q: 3 clusters Score -1368040 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1368102.750000 Penalty: 928.560547
	Iteration 45Q: 3 clusters Score -1368103 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1368170.625000 Penalty: 928.560547
	Iteration 46Q: 3 clusters Score -1368171 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1368241.250000 Penalty: 928.560547
	Iteration 47Q: 3 clusters Score -1368241 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1368305.875000 Penalty: 928.560547
	Iteration 48Q: 3 clusters Score -1368306 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1368374.500000 Penalty: 928.560547
	Iteration 49Q: 3 clusters Score -1368374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1368438.500000 Penalty: 928.560547
	Iteration 50Q: 3 clusters Score -1368438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1368498.000000 Penalty: 928.560547
	Iteration 51Q: 3 clusters Score -1368498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1368548.875000 Penalty: 928.560547
	Iteration 52Q: 3 clusters Score -1368549 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1368595.375000 Penalty: 928.560547
	Iteration 53Q: 3 clusters Score -1368595 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1368632.750000 Penalty: 928.560547
	Iteration 54Q: 3 clusters Score -1368633 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1368681.625000 Penalty: 928.560547
	Iteration 55Q: 3 clusters Score -1368682 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1368715.875000 Penalty: 928.560547
	Iteration 56Q: 3 clusters Score -1368716 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1368757.625000 Penalty: 928.560547
	Iteration 57Q: 3 clusters Score -1368758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1368799.250000 Penalty: 928.560547
	Iteration 58Q: 3 clusters Score -1368799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1368843.375000 Penalty: 928.560547
	Iteration 59Q: 3 clusters Score -1368843 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1368873.375000 Penalty: 928.560547
	Iteration 60F: 3 clusters Score -1368873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1368898.750000 Penalty: 928.560547
	Iteration 61Q: 3 clusters Score -1368899 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1368912.375000 Penalty: 928.560547
	Iteration 62Q: 3 clusters Score -1368912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1368929.250000 Penalty: 928.560547
	Iteration 63Q: 3 clusters Score -1368929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1368945.625000 Penalty: 928.560547
	Iteration 64Q: 3 clusters Score -1368946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1368960.750000 Penalty: 928.560547
	Iteration 65Q: 3 clusters Score -1368961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1368974.000000 Penalty: 928.560547
	Iteration 66Q: 3 clusters Score -1368974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1368988.750000 Penalty: 928.560547
	Iteration 67Q: 3 clusters Score -1368989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1368995.750000 Penalty: 928.560547
	Iteration 68Q: 3 clusters Score -1368996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1368999.500000 Penalty: 928.560547
	Iteration 69Q: 3 clusters Score -1369000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1369006.875000 Penalty: 928.560547
	Iteration 70Q: 3 clusters Score -1369007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1369012.375000 Penalty: 928.560547
	Iteration 71Q: 3 clusters Score -1369012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1369021.500000 Penalty: 928.560547
	Iteration 72Q: 3 clusters Score -1369022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1369027.875000 Penalty: 928.560547
	Iteration 73Q: 3 clusters Score -1369028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1369029.125000 Penalty: 928.560547
	Iteration 74Q: 3 clusters Score -1369029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1369032.875000 Penalty: 928.560547
	Iteration 75Q: 3 clusters Score -1369033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1369036.875000 Penalty: 928.560547
	Iteration 76Q: 3 clusters Score -1369037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1369037.250000 Penalty: 928.560547
	Iteration 77Q: 3 clusters Score -1369037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1369038.625000 Penalty: 928.560547
	Iteration 78Q: 3 clusters Score -1369039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1369038.000000 Penalty: 928.560547
	Iteration 79Q: 3 clusters Score -1369038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1369041.250000 Penalty: 928.560547
	Iteration 80F: 3 clusters Score -1369041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1369045.875000 Penalty: 928.560547
	Iteration 81Q: 3 clusters Score -1369046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1369050.375000 Penalty: 928.560547
	Iteration 82Q: 3 clusters Score -1369050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1369056.375000 Penalty: 928.560547
	Iteration 83Q: 3 clusters Score -1369056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1369059.000000 Penalty: 928.560547
	Iteration 84Q: 3 clusters Score -1369059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1369062.250000 Penalty: 928.560547
	Iteration 85Q: 3 clusters Score -1369062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1369063.000000 Penalty: 928.560547
	Iteration 86Q: 3 clusters Score -1369063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1369064.750000 Penalty: 928.560547
	Iteration 87Q: 3 clusters Score -1369065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1369068.875000 Penalty: 928.560547
	Iteration 88Q: 3 clusters Score -1369069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1369070.625000 Penalty: 928.560547
	Iteration 89Q: 3 clusters Score -1369071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1369075.125000 Penalty: 928.560547
	Iteration 90Q: 3 clusters Score -1369075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1369075.625000 Penalty: 928.560547
	Iteration 91Q: 3 clusters Score -1369076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1369074.750000 Penalty: 928.560547
	Iteration 92Q: 3 clusters Score -1369075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1369075.500000 Penalty: 928.560547
	Iteration 93Q: 3 clusters Score -1369076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1369076.875000 Penalty: 928.560547
	Iteration 94Q: 3 clusters Score -1369077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1369077.000000 Penalty: 928.560547
	Iteration 95Q: 3 clusters Score -1369077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1369077.000000 Penalty: 928.560547
	Iteration 96F: 3 clusters Score -1369077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -19366.802734 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -19366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18942.419922 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -18942.42 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19078.064453 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -19078.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19104.087891 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -19104.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19120.384766 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -19120.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19130.888672 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -19130.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19139.287109 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -19139.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19145.783203 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -19145.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19150.611328 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -19150.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19152.503906 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -19152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19153.097656 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -19153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19153.417969 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -19153.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19154.027344 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -19154.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19154.826172 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -19154.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19159.203125 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -19159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19164.195312 Penalty: 548.133728
	Iteration 14Q: 3 clusters Score -19164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19167.115234 Penalty: 548.133728
	Iteration 15Q: 3 clusters Score -19167.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19170.017578 Penalty: 548.133728
	Iteration 16Q: 3 clusters Score -19170.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19174.191406 Penalty: 548.133728
	Iteration 17Q: 3 clusters Score -19174.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19178.376953 Penalty: 548.133728
	Iteration 18Q: 3 clusters Score -19178.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19180.191406 Penalty: 548.133728
	Iteration 19Q: 3 clusters Score -19180.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19181.785156 Penalty: 548.133728
	Iteration 20F: 3 clusters Score -19181.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19183.761719 Penalty: 548.133728
	Iteration 21Q: 3 clusters Score -19183.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19184.312500 Penalty: 548.133728
	Iteration 22Q: 3 clusters Score -19184.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19185.935547 Penalty: 548.133728
	Iteration 23Q: 3 clusters Score -19185.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19186.412109 Penalty: 548.133728
	Iteration 24Q: 3 clusters Score -19186.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19186.412109 Penalty: 548.133728
	Iteration 25F: 3 clusters Score -19186.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15389.283203 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -15389.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14966.644531 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -14966.64 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15079.558594 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -15079.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15116.256836 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -15116.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15155.668945 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -15155.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15199.611328 Penalty: 541.745117
	Iteration 4F: 3 clusters Score -15199.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15237.560547 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -15237.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15285.152344 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -15285.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15335.979492 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -15335.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15440.386719 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -15440.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15496.542969 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -15496.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15504.998047 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -15505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15505.743164 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -15505.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15509.147461 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -15509.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15519.442383 Penalty: 541.745117
	Iteration 13F: 3 clusters Score -15519.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15548.162109 Penalty: 541.745117
	Iteration 14Q: 3 clusters Score -15548.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15552.402344 Penalty: 541.745117
	Iteration 15Q: 3 clusters Score -15552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15552.402344 Penalty: 541.745117
	Iteration 16F: 3 clusters Score -15552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108118 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4976 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27570 members 
Mstep: Class 13 contains 346054 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27010 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 43651 members 
Mstep: Class 25 contains 32670 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 132 members 
Entering Unmasked Estep 
Score: -28389626.000000 Penalty: 16968.279297
Splitting cluster 23 changes total score from -28389782.000000 to -28389626.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (43651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Entering Unmasked Estep 
Score: -2011350.625000 Penalty: 486.121185
	Iteration 0F: 2 clusters Score -2011351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1981958.125000 Penalty: 972.242371
	Iteration 0F: 3 clusters Score -1981958 nChanged 21023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1994533.500000 Penalty: 972.242371
	Iteration 1F: 3 clusters Score -1994534 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1995039.750000 Penalty: 972.242371
	Iteration 2Q: 3 clusters Score -1995040 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1995803.000000 Penalty: 972.242371
	Iteration 3Q: 3 clusters Score -1995803 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1997100.375000 Penalty: 972.242371
	Iteration 4F: 3 clusters Score -1997100 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1999061.750000 Penalty: 972.242371
	Iteration 5F: 3 clusters Score -1999062 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2001423.250000 Penalty: 972.242371
	Iteration 6F: 3 clusters Score -2001423 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2003023.500000 Penalty: 972.242371
	Iteration 7F: 3 clusters Score -2003024 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2003689.875000 Penalty: 972.242371
	Iteration 8Q: 3 clusters Score -2003690 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2003986.875000 Penalty: 972.242371
	Iteration 9Q: 3 clusters Score -2003987 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2004231.375000 Penalty: 972.242371
	Iteration 10Q: 3 clusters Score -2004231 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2004472.125000 Penalty: 972.242371
	Iteration 11Q: 3 clusters Score -2004472 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2004766.500000 Penalty: 972.242371
	Iteration 12Q: 3 clusters Score -2004766 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2005102.750000 Penalty: 972.242371
	Iteration 13Q: 3 clusters Score -2005103 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2005468.500000 Penalty: 972.242371
	Iteration 14Q: 3 clusters Score -2005468 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2005893.750000 Penalty: 972.242371
	Iteration 15Q: 3 clusters Score -2005894 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2006392.875000 Penalty: 972.242371
	Iteration 16Q: 3 clusters Score -2006393 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2007003.500000 Penalty: 972.242371
	Iteration 17Q: 3 clusters Score -2007004 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2007615.875000 Penalty: 972.242371
	Iteration 18Q: 3 clusters Score -2007616 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2008262.000000 Penalty: 972.242371
	Iteration 19Q: 3 clusters Score -2008262 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2008806.250000 Penalty: 972.242371
	Iteration 20F: 3 clusters Score -2008806 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2009294.625000 Penalty: 972.242371
	Iteration 21Q: 3 clusters Score -2009295 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2009688.875000 Penalty: 972.242371
	Iteration 22Q: 3 clusters Score -2009689 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2009987.250000 Penalty: 972.242371
	Iteration 23Q: 3 clusters Score -2009987 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2010212.250000 Penalty: 972.242371
	Iteration 24Q: 3 clusters Score -2010212 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2010397.750000 Penalty: 972.242371
	Iteration 25Q: 3 clusters Score -2010398 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2010510.250000 Penalty: 972.242371
	Iteration 26Q: 3 clusters Score -2010510 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2010617.375000 Penalty: 972.242371
	Iteration 27Q: 3 clusters Score -2010617 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2010694.875000 Penalty: 972.242371
	Iteration 28Q: 3 clusters Score -2010695 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2010767.000000 Penalty: 972.242371
	Iteration 29Q: 3 clusters Score -2010767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2010809.500000 Penalty: 972.242371
	Iteration 30Q: 3 clusters Score -2010810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2010840.500000 Penalty: 972.242371
	Iteration 31Q: 3 clusters Score -2010840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2010863.875000 Penalty: 972.242371
	Iteration 32Q: 3 clusters Score -2010864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2010884.250000 Penalty: 972.242371
	Iteration 33Q: 3 clusters Score -2010884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2010897.750000 Penalty: 972.242371
	Iteration 34Q: 3 clusters Score -2010898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2010907.750000 Penalty: 972.242371
	Iteration 35Q: 3 clusters Score -2010908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2010918.875000 Penalty: 972.242371
	Iteration 36Q: 3 clusters Score -2010919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2010927.625000 Penalty: 972.242371
	Iteration 37Q: 3 clusters Score -2010928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2010934.500000 Penalty: 972.242371
	Iteration 38Q: 3 clusters Score -2010934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2010942.625000 Penalty: 972.242371
	Iteration 39Q: 3 clusters Score -2010943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2010948.000000 Penalty: 972.242371
	Iteration 40F: 3 clusters Score -2010948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2010950.250000 Penalty: 972.242371
	Iteration 41Q: 3 clusters Score -2010950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2010951.875000 Penalty: 972.242371
	Iteration 42Q: 3 clusters Score -2010952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2010951.875000 Penalty: 972.242371
	Iteration 43F: 3 clusters Score -2010952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Entering Unmasked Estep 
Score: -1657592.125000 Penalty: 472.936676
	Iteration 0F: 2 clusters Score -1657592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1635664.625000 Penalty: 945.873352
	Iteration 0F: 3 clusters Score -1635665 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1645718.500000 Penalty: 945.873352
	Iteration 1F: 3 clusters Score -1645718 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1647150.750000 Penalty: 945.873352
	Iteration 2F: 3 clusters Score -1647151 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1649446.625000 Penalty: 945.873352
	Iteration 3F: 3 clusters Score -1649447 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1652316.875000 Penalty: 945.873352
	Iteration 4F: 3 clusters Score -1652317 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1654801.125000 Penalty: 945.873352
	Iteration 5F: 3 clusters Score -1654801 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1656177.000000 Penalty: 945.873352
	Iteration 6Q: 3 clusters Score -1656177 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1656753.750000 Penalty: 945.873352
	Iteration 7Q: 3 clusters Score -1656754 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1656973.750000 Penalty: 945.873352
	Iteration 8Q: 3 clusters Score -1656974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1657080.000000 Penalty: 945.873352
	Iteration 9Q: 3 clusters Score -1657080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1657123.625000 Penalty: 945.873352
	Iteration 10Q: 3 clusters Score -1657124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1657145.000000 Penalty: 945.873352
	Iteration 11Q: 3 clusters Score -1657145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1657170.250000 Penalty: 945.873352
	Iteration 12Q: 3 clusters Score -1657170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1657179.125000 Penalty: 945.873352
	Iteration 13Q: 3 clusters Score -1657179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1657183.375000 Penalty: 945.873352
	Iteration 14Q: 3 clusters Score -1657183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1657186.750000 Penalty: 945.873352
	Iteration 15Q: 3 clusters Score -1657187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1657191.375000 Penalty: 945.873352
	Iteration 16Q: 3 clusters Score -1657191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1657195.750000 Penalty: 945.873352
	Iteration 17Q: 3 clusters Score -1657196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1657197.375000 Penalty: 945.873352
	Iteration 18Q: 3 clusters Score -1657197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1657197.750000 Penalty: 945.873352
	Iteration 19Q: 3 clusters Score -1657198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1657198.875000 Penalty: 945.873352
	Iteration 20F: 3 clusters Score -1657199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1657199.500000 Penalty: 945.873352
	Iteration 21Q: 3 clusters Score -1657200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1657200.875000 Penalty: 945.873352
	Iteration 22Q: 3 clusters Score -1657201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1657202.625000 Penalty: 945.873352
	Iteration 23Q: 3 clusters Score -1657203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1657205.375000 Penalty: 945.873352
	Iteration 24Q: 3 clusters Score -1657205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1657206.125000 Penalty: 945.873352
	Iteration 25Q: 3 clusters Score -1657206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1657206.125000 Penalty: 945.873352
	Iteration 26F: 3 clusters Score -1657206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -22281.781250 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -22281.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21774.966797 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -21774.97 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22019.128906 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -22019.13 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22117.427734 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -22117.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22151.748047 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -22151.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22168.417969 Penalty: 576.489929
	Iteration 4Q: 3 clusters Score -22168.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22180.835938 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -22180.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22188.875000 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -22188.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22194.673828 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -22194.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22203.291016 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -22203.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22210.437500 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -22210.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22215.054688 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -22215.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22218.462891 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -22218.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22220.085938 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -22220.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22220.085938 Penalty: 576.489929
	Iteration 13F: 3 clusters Score -22220.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -13054.840820 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -13054.84 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 147 members 
Entering Unmasked Estep 
Score: -12678.629883 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -12678.63 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12776.485352 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -12776.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12806.647461 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -12806.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12819.018555 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -12819.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12822.161133 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -12822.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12829.708008 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -12829.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12836.041016 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -12836.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12839.498047 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -12839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12841.976562 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -12841.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12843.666016 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -12843.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12847.878906 Penalty: 522.613281
	Iteration 10Q: 3 clusters Score -12847.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12850.114258 Penalty: 522.613281
	Iteration 11Q: 3 clusters Score -12850.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12851.981445 Penalty: 522.613281
	Iteration 12Q: 3 clusters Score -12851.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12853.315430 Penalty: 522.613281
	Iteration 13Q: 3 clusters Score -12853.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12853.315430 Penalty: 522.613281
	Iteration 14F: 3 clusters Score -12853.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108118 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4976 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27570 members 
Mstep: Class 13 contains 346054 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27010 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43651 members 
Mstep: Class 25 contains 32670 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389798.000000 Penalty: 16362.268555
Iteration 199Q: 28 clusters Score -2.83898e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108114 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4959 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27571 members 
Mstep: Class 13 contains 346053 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27006 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43673 members 
Mstep: Class 25 contains 32670 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389800.000000 Penalty: 16362.268555
Iteration 200F: 28 clusters Score -2.83898e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108112 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1529 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27571 members 
Mstep: Class 13 contains 346053 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27005 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43684 members 
Mstep: Class 25 contains 32670 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389806.000000 Penalty: 16362.268555
Iteration 201Q: 28 clusters Score -2.838981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108110 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1528 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27570 members 
Mstep: Class 13 contains 346054 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 27002 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43699 members 
Mstep: Class 25 contains 32670 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389814.000000 Penalty: 16362.268555
Iteration 202Q: 28 clusters Score -2.838981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27570 members 
Mstep: Class 13 contains 346055 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26998 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43714 members 
Mstep: Class 25 contains 32671 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389792.000000 Penalty: 16362.268555
Iteration 203Q: 28 clusters Score -2.838979e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108108 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4924 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27570 members 
Mstep: Class 13 contains 346055 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26997 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43726 members 
Mstep: Class 25 contains 32672 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389776.000000 Penalty: 16362.268555
Iteration 204Q: 28 clusters Score -2.838978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108110 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27569 members 
Mstep: Class 13 contains 346052 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26997 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43735 members 
Mstep: Class 25 contains 32673 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389774.000000 Penalty: 16362.268555
Iteration 205Q: 28 clusters Score -2.838977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108110 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346051 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26997 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43743 members 
Mstep: Class 25 contains 32675 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389764.000000 Penalty: 16362.268555
Iteration 206Q: 28 clusters Score -2.838976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108109 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346054 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26997 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43744 members 
Mstep: Class 25 contains 32677 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389752.000000 Penalty: 16362.268555
Iteration 207Q: 28 clusters Score -2.838975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346053 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26996 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43748 members 
Mstep: Class 25 contains 32681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389744.000000 Penalty: 16362.268555
Iteration 208Q: 28 clusters Score -2.838974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346056 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26994 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43755 members 
Mstep: Class 25 contains 32681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389760.000000 Penalty: 16362.268555
Iteration 209Q: 28 clusters Score -2.838976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346062 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43755 members 
Mstep: Class 25 contains 32681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389752.000000 Penalty: 16362.268555
Iteration 210Q: 28 clusters Score -2.838975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346063 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43762 members 
Mstep: Class 25 contains 32681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389750.000000 Penalty: 16362.268555
Iteration 211Q: 28 clusters Score -2.838975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346067 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43765 members 
Mstep: Class 25 contains 32681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389752.000000 Penalty: 16362.268555
Iteration 212Q: 28 clusters Score -2.838975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346068 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43777 members 
Mstep: Class 25 contains 32681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389752.000000 Penalty: 16362.268555
Iteration 213Q: 28 clusters Score -2.838975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4848 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346070 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43784 members 
Mstep: Class 25 contains 32681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389756.000000 Penalty: 16362.268555
Iteration 214Q: 28 clusters Score -2.838976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4841 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346069 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43793 members 
Mstep: Class 25 contains 32681 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389764.000000 Penalty: 16362.268555
Iteration 215Q: 28 clusters Score -2.838976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4838 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346067 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43800 members 
Mstep: Class 25 contains 32682 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389744.000000 Penalty: 16362.268555
Iteration 216Q: 28 clusters Score -2.838974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346069 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43806 members 
Mstep: Class 25 contains 32682 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389750.000000 Penalty: 16362.268555
Iteration 217Q: 28 clusters Score -2.838975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346071 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43809 members 
Mstep: Class 25 contains 32682 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389762.000000 Penalty: 16362.268555
Iteration 218Q: 28 clusters Score -2.838976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4831 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346073 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3963 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43811 members 
Mstep: Class 25 contains 32682 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389750.000000 Penalty: 16362.268555
Iteration 219Q: 28 clusters Score -2.838975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346078 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26992 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43810 members 
Mstep: Class 25 contains 32682 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389736.000000 Penalty: 16362.268555
Iteration 220F: 28 clusters Score -2.838974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346082 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3959 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43810 members 
Mstep: Class 25 contains 32682 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389746.000000 Penalty: 16362.268555
Iteration 221Q: 28 clusters Score -2.838975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4828 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346087 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43806 members 
Mstep: Class 25 contains 32683 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389756.000000 Penalty: 16362.268555
Iteration 222Q: 28 clusters Score -2.838976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346089 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43803 members 
Mstep: Class 25 contains 32684 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389752.000000 Penalty: 16362.268555
Iteration 223Q: 28 clusters Score -2.838975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4828 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346094 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43800 members 
Mstep: Class 25 contains 32684 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389746.000000 Penalty: 16362.268555
Iteration 224Q: 28 clusters Score -2.838975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108107 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346094 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43801 members 
Mstep: Class 25 contains 32685 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389762.000000 Penalty: 16362.268555
Iteration 225Q: 28 clusters Score -2.838976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108106 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4826 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346094 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43806 members 
Mstep: Class 25 contains 32686 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389758.000000 Penalty: 16362.268555
Iteration 226Q: 28 clusters Score -2.838976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108104 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4824 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346098 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43808 members 
Mstep: Class 25 contains 32687 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389760.000000 Penalty: 16362.268555
Iteration 227Q: 28 clusters Score -2.838976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108102 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4822 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346096 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43812 members 
Mstep: Class 25 contains 32689 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389740.000000 Penalty: 16362.268555
Iteration 228Q: 28 clusters Score -2.838974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108101 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346098 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43814 members 
Mstep: Class 25 contains 32691 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389728.000000 Penalty: 16362.268555
Iteration 229Q: 28 clusters Score -2.838973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108101 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1517 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346098 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43817 members 
Mstep: Class 25 contains 32692 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389738.000000 Penalty: 16362.268555
Iteration 230Q: 28 clusters Score -2.838974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108101 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 346095 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43819 members 
Mstep: Class 25 contains 32694 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389744.000000 Penalty: 16362.268555
Iteration 231Q: 28 clusters Score -2.838974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108101 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27567 members 
Mstep: Class 13 contains 346092 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43820 members 
Mstep: Class 25 contains 32697 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389728.000000 Penalty: 16362.268555
Iteration 232Q: 28 clusters Score -2.838973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108101 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27565 members 
Mstep: Class 13 contains 346092 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43819 members 
Mstep: Class 25 contains 32700 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389738.000000 Penalty: 16362.268555
Iteration 233Q: 28 clusters Score -2.838974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108100 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27565 members 
Mstep: Class 13 contains 346092 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43819 members 
Mstep: Class 25 contains 32701 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389738.000000 Penalty: 16362.268555
Iteration 234Q: 28 clusters Score -2.838974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108100 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27565 members 
Mstep: Class 13 contains 346092 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43819 members 
Mstep: Class 25 contains 32701 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28389738.000000 Penalty: 16362.268555
Iteration 235F: 28 clusters Score -2.838974e+07 nChanged 0
Entering ConstructFrom: 
Score: -28389738.000000 Penalty: 16362.268555
Entering ConstructFrom: 
Trying to split cluster 1 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -37995.035156 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -37995.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37362.101562 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -37362.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -37542.878906 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -37542.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37585.335938 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -37585.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37622.824219 Penalty: 605.057556
	Iteration 3F: 3 clusters Score -37622.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -37643.714844 Penalty: 605.057556
	Iteration 4Q: 3 clusters Score -37643.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37652.972656 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -37652.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37658.699219 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -37658.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -37663.839844 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -37663.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -37669.421875 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -37669.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -37673.320312 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -37673.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -37679.398438 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -37679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -37686.195312 Penalty: 605.057556
	Iteration 11Q: 3 clusters Score -37686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37697.035156 Penalty: 605.057556
	Iteration 12Q: 3 clusters Score -37697.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -37706.074219 Penalty: 605.057556
	Iteration 13Q: 3 clusters Score -37706.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37714.492188 Penalty: 605.057556
	Iteration 14Q: 3 clusters Score -37714.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37719.632812 Penalty: 605.057556
	Iteration 15Q: 3 clusters Score -37719.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -37721.937500 Penalty: 605.057556
	Iteration 16Q: 3 clusters Score -37721.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -37726.593750 Penalty: 605.057556
	Iteration 17Q: 3 clusters Score -37726.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -37729.796875 Penalty: 605.057556
	Iteration 18Q: 3 clusters Score -37729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -37732.140625 Penalty: 605.057556
	Iteration 19Q: 3 clusters Score -37732.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -37737.351562 Penalty: 605.057556
	Iteration 20F: 3 clusters Score -37737.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -37744.769531 Penalty: 605.057556
	Iteration 21Q: 3 clusters Score -37744.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -37748.554688 Penalty: 605.057556
	Iteration 22Q: 3 clusters Score -37748.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -37749.734375 Penalty: 605.057556
	Iteration 23Q: 3 clusters Score -37749.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -37750.195312 Penalty: 605.057556
	Iteration 24Q: 3 clusters Score -37750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -37751.269531 Penalty: 605.057556
	Iteration 25Q: 3 clusters Score -37751.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -37754.363281 Penalty: 605.057556
	Iteration 26Q: 3 clusters Score -37754.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -37755.187500 Penalty: 605.057556
	Iteration 27Q: 3 clusters Score -37755.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -37756.007812 Penalty: 605.057556
	Iteration 28Q: 3 clusters Score -37756.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -37756.007812 Penalty: 605.057556
	Iteration 29F: 3 clusters Score -37756.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Entering Unmasked Estep 
Score: -5297835.000000 Penalty: 527.381958
	Iteration 0F: 2 clusters Score -5297835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -5224525.000000 Penalty: 1054.763916
	Iteration 0F: 3 clusters Score -5224525 nChanged 52961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -5256829.500000 Penalty: 1054.763916
	Iteration 1F: 3 clusters Score -5256830 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -5258685.000000 Penalty: 1054.763916
	Iteration 2Q: 3 clusters Score -5258685 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -5262146.000000 Penalty: 1054.763916
	Iteration 3F: 3 clusters Score -5262146 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -5267979.500000 Penalty: 1054.763916
	Iteration 4F: 3 clusters Score -5267980 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -5275479.500000 Penalty: 1054.763916
	Iteration 5F: 3 clusters Score -5275480 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -5282497.000000 Penalty: 1054.763916
	Iteration 6F: 3 clusters Score -5282497 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -5287501.500000 Penalty: 1054.763916
	Iteration 7F: 3 clusters Score -5287502 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -5291023.500000 Penalty: 1054.763916
	Iteration 8Q: 3 clusters Score -5291024 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -5293603.500000 Penalty: 1054.763916
	Iteration 9Q: 3 clusters Score -5293604 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -5295435.500000 Penalty: 1054.763916
	Iteration 10Q: 3 clusters Score -5295436 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -5296605.500000 Penalty: 1054.763916
	Iteration 11Q: 3 clusters Score -5296606 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -5297098.000000 Penalty: 1054.763916
	Iteration 12Q: 3 clusters Score -5297098 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -5297265.000000 Penalty: 1054.763916
	Iteration 13Q: 3 clusters Score -5297265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 108045 members 
Entering Unmasked Estep 
Score: -5297308.500000 Penalty: 1054.763916
	Iteration 14Q: 3 clusters Score -5297308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -5297334.000000 Penalty: 1054.763916
	Iteration 15Q: 3 clusters Score -5297334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
Score: -5297340.000000 Penalty: 1054.763916
	Iteration 16Q: 3 clusters Score -5297340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 108066 members 
Entering Unmasked Estep 
Score: -5297344.000000 Penalty: 1054.763916
	Iteration 17Q: 3 clusters Score -5297344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
Score: -5297346.500000 Penalty: 1054.763916
	Iteration 18Q: 3 clusters Score -5297346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
Score: -5297346.500000 Penalty: 1054.763916
	Iteration 19F: 3 clusters Score -5297346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -79069.867188 Penalty: 336.056213
	Iteration 0F: 2 clusters Score -79069.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -77868.273438 Penalty: 672.112427
	Iteration 0F: 3 clusters Score -77868.27 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -78257.953125 Penalty: 672.112427
	Iteration 1F: 3 clusters Score -78257.95 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -78314.265625 Penalty: 672.112427
	Iteration 2F: 3 clusters Score -78314.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -78350.421875 Penalty: 672.112427
	Iteration 3F: 3 clusters Score -78350.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -78374.039062 Penalty: 672.112427
	Iteration 4Q: 3 clusters Score -78374.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -78397.500000 Penalty: 672.112427
	Iteration 5Q: 3 clusters Score -78397.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -78415.796875 Penalty: 672.112427
	Iteration 6Q: 3 clusters Score -78415.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -78443.539062 Penalty: 672.112427
	Iteration 7Q: 3 clusters Score -78443.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -78474.343750 Penalty: 672.112427
	Iteration 8Q: 3 clusters Score -78474.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -78510.734375 Penalty: 672.112427
	Iteration 9Q: 3 clusters Score -78510.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -78532.984375 Penalty: 672.112427
	Iteration 10Q: 3 clusters Score -78532.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -78556.289062 Penalty: 672.112427
	Iteration 11Q: 3 clusters Score -78556.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -78581.039062 Penalty: 672.112427
	Iteration 12Q: 3 clusters Score -78581.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -78605.468750 Penalty: 672.112427
	Iteration 13Q: 3 clusters Score -78605.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -78629.804688 Penalty: 672.112427
	Iteration 14Q: 3 clusters Score -78629.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -78656.476562 Penalty: 672.112427
	Iteration 15Q: 3 clusters Score -78656.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -78678.304688 Penalty: 672.112427
	Iteration 16Q: 3 clusters Score -78678.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -78706.984375 Penalty: 672.112427
	Iteration 17Q: 3 clusters Score -78706.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -78735.015625 Penalty: 672.112427
	Iteration 18Q: 3 clusters Score -78735.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -78755.203125 Penalty: 672.112427
	Iteration 19Q: 3 clusters Score -78755.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -78772.335938 Penalty: 672.112427
	Iteration 20F: 3 clusters Score -78772.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -78787.851562 Penalty: 672.112427
	Iteration 21Q: 3 clusters Score -78787.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -78797.687500 Penalty: 672.112427
	Iteration 22Q: 3 clusters Score -78797.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -78799.085938 Penalty: 672.112427
	Iteration 23Q: 3 clusters Score -78799.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -78799.085938 Penalty: 672.112427
	Iteration 24F: 3 clusters Score -78799.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -33048.789062 Penalty: 300.355957
	Iteration 0F: 2 clusters Score -33048.79 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 369 members 
Entering Unmasked Estep 
Score: -32418.287109 Penalty: 600.711914
	Iteration 0F: 3 clusters Score -32418.29 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32556.150391 Penalty: 600.711914
	Iteration 1F: 3 clusters Score -32556.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -32589.773438 Penalty: 600.711914
	Iteration 2F: 3 clusters Score -32589.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32612.601562 Penalty: 600.711914
	Iteration 3F: 3 clusters Score -32612.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32623.546875 Penalty: 600.711914
	Iteration 4Q: 3 clusters Score -32623.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32627.558594 Penalty: 600.711914
	Iteration 5Q: 3 clusters Score -32627.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32634.400391 Penalty: 600.711914
	Iteration 6Q: 3 clusters Score -32634.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32646.806641 Penalty: 600.711914
	Iteration 7Q: 3 clusters Score -32646.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32651.025391 Penalty: 600.711914
	Iteration 8Q: 3 clusters Score -32651.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32656.337891 Penalty: 600.711914
	Iteration 9Q: 3 clusters Score -32656.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32662.306641 Penalty: 600.711914
	Iteration 10Q: 3 clusters Score -32662.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32674.234375 Penalty: 600.711914
	Iteration 11Q: 3 clusters Score -32674.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -32682.080078 Penalty: 600.711914
	Iteration 12Q: 3 clusters Score -32682.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32690.818359 Penalty: 600.711914
	Iteration 13Q: 3 clusters Score -32690.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32699.062500 Penalty: 600.711914
	Iteration 14Q: 3 clusters Score -32699.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32702.929688 Penalty: 600.711914
	Iteration 15Q: 3 clusters Score -32702.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32704.845703 Penalty: 600.711914
	Iteration 16Q: 3 clusters Score -32704.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32706.230469 Penalty: 600.711914
	Iteration 17Q: 3 clusters Score -32706.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -32707.224609 Penalty: 600.711914
	Iteration 18Q: 3 clusters Score -32707.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -32708.345703 Penalty: 600.711914
	Iteration 19Q: 3 clusters Score -32708.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32709.205078 Penalty: 600.711914
	Iteration 20F: 3 clusters Score -32709.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32709.457031 Penalty: 600.711914
	Iteration 21Q: 3 clusters Score -32709.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -32710.222656 Penalty: 600.711914
	Iteration 22Q: 3 clusters Score -32710.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32712.855469 Penalty: 600.711914
	Iteration 23Q: 3 clusters Score -32712.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32715.328125 Penalty: 600.711914
	Iteration 24Q: 3 clusters Score -32715.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32719.373047 Penalty: 600.711914
	Iteration 25Q: 3 clusters Score -32719.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32727.146484 Penalty: 600.711914
	Iteration 26Q: 3 clusters Score -32727.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32733.003906 Penalty: 600.711914
	Iteration 27Q: 3 clusters Score -32733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32738.183594 Penalty: 600.711914
	Iteration 28Q: 3 clusters Score -32738.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32746.189453 Penalty: 600.711914
	Iteration 29Q: 3 clusters Score -32746.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32755.810547 Penalty: 600.711914
	Iteration 30Q: 3 clusters Score -32755.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32765.316406 Penalty: 600.711914
	Iteration 31Q: 3 clusters Score -32765.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32771.125000 Penalty: 600.711914
	Iteration 32Q: 3 clusters Score -32771.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32774.363281 Penalty: 600.711914
	Iteration 33Q: 3 clusters Score -32774.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32776.804688 Penalty: 600.711914
	Iteration 34Q: 3 clusters Score -32776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32778.335938 Penalty: 600.711914
	Iteration 35Q: 3 clusters Score -32778.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32779.792969 Penalty: 600.711914
	Iteration 36Q: 3 clusters Score -32779.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32780.820312 Penalty: 600.711914
	Iteration 37Q: 3 clusters Score -32780.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32782.070312 Penalty: 600.711914
	Iteration 38Q: 3 clusters Score -32782.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32782.878906 Penalty: 600.711914
	Iteration 39Q: 3 clusters Score -32782.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32784.187500 Penalty: 600.711914
	Iteration 40F: 3 clusters Score -32784.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32784.914062 Penalty: 600.711914
	Iteration 41Q: 3 clusters Score -32784.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32786.714844 Penalty: 600.711914
	Iteration 42Q: 3 clusters Score -32786.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32789.093750 Penalty: 600.711914
	Iteration 43Q: 3 clusters Score -32789.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32792.640625 Penalty: 600.711914
	Iteration 44Q: 3 clusters Score -32792.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32794.398438 Penalty: 600.711914
	Iteration 45Q: 3 clusters Score -32794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32796.140625 Penalty: 600.711914
	Iteration 46Q: 3 clusters Score -32796.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32796.621094 Penalty: 600.711914
	Iteration 47Q: 3 clusters Score -32796.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32797.273438 Penalty: 600.711914
	Iteration 48Q: 3 clusters Score -32797.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32797.800781 Penalty: 600.711914
	Iteration 49Q: 3 clusters Score -32797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32799.101562 Penalty: 600.711914
	Iteration 50Q: 3 clusters Score -32799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32802.210938 Penalty: 600.711914
	Iteration 51Q: 3 clusters Score -32802.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32806.359375 Penalty: 600.711914
	Iteration 52Q: 3 clusters Score -32806.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32810.968750 Penalty: 600.711914
	Iteration 53Q: 3 clusters Score -32810.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32813.757812 Penalty: 600.711914
	Iteration 54Q: 3 clusters Score -32813.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32814.394531 Penalty: 600.711914
	Iteration 55Q: 3 clusters Score -32814.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32814.656250 Penalty: 600.711914
	Iteration 56Q: 3 clusters Score -32814.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32815.613281 Penalty: 600.711914
	Iteration 57Q: 3 clusters Score -32815.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32818.382812 Penalty: 600.711914
	Iteration 58Q: 3 clusters Score -32818.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32819.945312 Penalty: 600.711914
	Iteration 59Q: 3 clusters Score -32819.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32821.058594 Penalty: 600.711914
	Iteration 60F: 3 clusters Score -32821.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32823.500000 Penalty: 600.711914
	Iteration 61Q: 3 clusters Score -32823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32825.175781 Penalty: 600.711914
	Iteration 62Q: 3 clusters Score -32825.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32826.882812 Penalty: 600.711914
	Iteration 63Q: 3 clusters Score -32826.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32828.351562 Penalty: 600.711914
	Iteration 64Q: 3 clusters Score -32828.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32828.613281 Penalty: 600.711914
	Iteration 65Q: 3 clusters Score -32828.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32829.039062 Penalty: 600.711914
	Iteration 66Q: 3 clusters Score -32829.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32829.039062 Penalty: 600.711914
	Iteration 67F: 3 clusters Score -32829.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -13212.232422 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -13212.23 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 183 members 
Entering Unmasked Estep 
Score: -12861.517578 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -12861.52 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12993.273438 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -12993.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13034.820312 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -13034.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13053.106445 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -13053.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13062.190430 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -13062.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13067.115234 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -13067.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13072.070312 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -13072.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13072.872070 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -13072.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13074.083984 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -13074.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13074.774414 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -13074.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13074.774414 Penalty: 524.632385
	Iteration 10F: 3 clusters Score -13074.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -102193.593750 Penalty: 348.125977
	Iteration 0F: 2 clusters Score -102193.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -100668.070312 Penalty: 696.251953
	Iteration 0F: 3 clusters Score -100668.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -101162.539062 Penalty: 696.251953
	Iteration 1F: 3 clusters Score -101162.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101341.585938 Penalty: 696.251953
	Iteration 2F: 3 clusters Score -101341.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -101514.929688 Penalty: 696.251953
	Iteration 3F: 3 clusters Score -101514.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -101646.976562 Penalty: 696.251953
	Iteration 4F: 3 clusters Score -101647 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -101726.625000 Penalty: 696.251953
	Iteration 5F: 3 clusters Score -101726.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -101764.656250 Penalty: 696.251953
	Iteration 6Q: 3 clusters Score -101764.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -101805.109375 Penalty: 696.251953
	Iteration 7Q: 3 clusters Score -101805.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -101836.773438 Penalty: 696.251953
	Iteration 8Q: 3 clusters Score -101836.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -101856.695312 Penalty: 696.251953
	Iteration 9Q: 3 clusters Score -101856.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -101873.523438 Penalty: 696.251953
	Iteration 10Q: 3 clusters Score -101873.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -101893.734375 Penalty: 696.251953
	Iteration 11Q: 3 clusters Score -101893.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -101914.609375 Penalty: 696.251953
	Iteration 12Q: 3 clusters Score -101914.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -101924.164062 Penalty: 696.251953
	Iteration 13Q: 3 clusters Score -101924.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -101936.781250 Penalty: 696.251953
	Iteration 14Q: 3 clusters Score -101936.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -101946.593750 Penalty: 696.251953
	Iteration 15Q: 3 clusters Score -101946.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -101951.046875 Penalty: 696.251953
	Iteration 16Q: 3 clusters Score -101951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -101954.992188 Penalty: 696.251953
	Iteration 17Q: 3 clusters Score -101955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -101958.156250 Penalty: 696.251953
	Iteration 18Q: 3 clusters Score -101958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -101959.765625 Penalty: 696.251953
	Iteration 19Q: 3 clusters Score -101959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -101961.640625 Penalty: 696.251953
	Iteration 20F: 3 clusters Score -101961.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -101965.242188 Penalty: 696.251953
	Iteration 21Q: 3 clusters Score -101965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -101967.640625 Penalty: 696.251953
	Iteration 22Q: 3 clusters Score -101967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -101969.156250 Penalty: 696.251953
	Iteration 23Q: 3 clusters Score -101969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -101970.046875 Penalty: 696.251953
	Iteration 24Q: 3 clusters Score -101970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -101970.500000 Penalty: 696.251953
	Iteration 25Q: 3 clusters Score -101970.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -101970.531250 Penalty: 696.251953
	Iteration 26Q: 3 clusters Score -101970.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -101970.750000 Penalty: 696.251953
	Iteration 27Q: 3 clusters Score -101970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -101971.328125 Penalty: 696.251953
	Iteration 28Q: 3 clusters Score -101971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -101972.054688 Penalty: 696.251953
	Iteration 29Q: 3 clusters Score -101972.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -101972.054688 Penalty: 696.251953
	Iteration 30F: 3 clusters Score -101972.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -21365.746094 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -21365.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20893.613281 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -20893.61 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21027.894531 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -21027.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21054.755859 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -21054.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21081.193359 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -21081.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21101.921875 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -21101.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21125.574219 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -21125.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21175.023438 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -21175.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21297.144531 Penalty: 572.025818
	Iteration 7F: 3 clusters Score -21297.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21386.564453 Penalty: 572.025818
	Iteration 8F: 3 clusters Score -21386.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21426.521484 Penalty: 572.025818
	Iteration 9F: 3 clusters Score -21426.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21456.886719 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -21456.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21475.244141 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -21475.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21488.947266 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -21488.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21496.111328 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -21496.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21500.259766 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -21500.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21502.658203 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -21502.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21504.685547 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -21504.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21507.699219 Penalty: 572.025818
	Iteration 17Q: 3 clusters Score -21507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21513.509766 Penalty: 572.025818
	Iteration 18Q: 3 clusters Score -21513.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21518.730469 Penalty: 572.025818
	Iteration 19Q: 3 clusters Score -21518.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -21521.205078 Penalty: 572.025818
	Iteration 20F: 3 clusters Score -21521.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21522.279297 Penalty: 572.025818
	Iteration 21Q: 3 clusters Score -21522.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21525.554688 Penalty: 572.025818
	Iteration 22Q: 3 clusters Score -21525.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21528.960938 Penalty: 572.025818
	Iteration 23Q: 3 clusters Score -21528.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21539.576172 Penalty: 572.025818
	Iteration 24Q: 3 clusters Score -21539.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21549.861328 Penalty: 572.025818
	Iteration 25Q: 3 clusters Score -21549.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21554.388672 Penalty: 572.025818
	Iteration 26Q: 3 clusters Score -21554.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21557.587891 Penalty: 572.025818
	Iteration 27Q: 3 clusters Score -21557.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21557.587891 Penalty: 572.025818
	Iteration 28F: 3 clusters Score -21557.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108100 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 127 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27565 members 
Mstep: Class 13 contains 346092 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43819 members 
Mstep: Class 25 contains 32701 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 410 members 
Entering Unmasked Estep 
Score: -28389584.000000 Penalty: 16968.279297
Splitting cluster 7 changes total score from -28389738.000000 to -28389584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Entering Unmasked Estep 
Score: -222580.140625 Penalty: 385.845184
	Iteration 0F: 2 clusters Score -222580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -219333.843750 Penalty: 771.690369
	Iteration 0F: 3 clusters Score -219333.8 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -220526.203125 Penalty: 771.690369
	Iteration 1F: 3 clusters Score -220526.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -220621.437500 Penalty: 771.690369
	Iteration 2F: 3 clusters Score -220621.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -220724.703125 Penalty: 771.690369
	Iteration 3Q: 3 clusters Score -220724.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -220834.062500 Penalty: 771.690369
	Iteration 4Q: 3 clusters Score -220834.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -220947.656250 Penalty: 771.690369
	Iteration 5Q: 3 clusters Score -220947.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -221119.625000 Penalty: 771.690369
	Iteration 6F: 3 clusters Score -221119.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -221309.296875 Penalty: 771.690369
	Iteration 7F: 3 clusters Score -221309.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -221470.437500 Penalty: 771.690369
	Iteration 8Q: 3 clusters Score -221470.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -221622.859375 Penalty: 771.690369
	Iteration 9Q: 3 clusters Score -221622.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221748.734375 Penalty: 771.690369
	Iteration 10Q: 3 clusters Score -221748.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -221825.109375 Penalty: 771.690369
	Iteration 11Q: 3 clusters Score -221825.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221893.437500 Penalty: 771.690369
	Iteration 12Q: 3 clusters Score -221893.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -221974.125000 Penalty: 771.690369
	Iteration 13Q: 3 clusters Score -221974.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -222048.890625 Penalty: 771.690369
	Iteration 14Q: 3 clusters Score -222048.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -222117.031250 Penalty: 771.690369
	Iteration 15Q: 3 clusters Score -222117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -222165.343750 Penalty: 771.690369
	Iteration 16Q: 3 clusters Score -222165.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -222208.328125 Penalty: 771.690369
	Iteration 17Q: 3 clusters Score -222208.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -222236.546875 Penalty: 771.690369
	Iteration 18Q: 3 clusters Score -222236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -222251.453125 Penalty: 771.690369
	Iteration 19Q: 3 clusters Score -222251.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -222258.437500 Penalty: 771.690369
	Iteration 20F: 3 clusters Score -222258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -222261.796875 Penalty: 771.690369
	Iteration 21Q: 3 clusters Score -222261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -222265.687500 Penalty: 771.690369
	Iteration 22Q: 3 clusters Score -222265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -222268.687500 Penalty: 771.690369
	Iteration 23Q: 3 clusters Score -222268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -222269.687500 Penalty: 771.690369
	Iteration 24Q: 3 clusters Score -222269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -222269.687500 Penalty: 771.690369
	Iteration 25F: 3 clusters Score -222269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -99497.765625 Penalty: 346.652771
	Iteration 0F: 2 clusters Score -99497.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -98033.210938 Penalty: 693.305542
	Iteration 0F: 3 clusters Score -98033.21 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -98459.851562 Penalty: 693.305542
	Iteration 1F: 3 clusters Score -98459.85 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -98520.898438 Penalty: 693.305542
	Iteration 2F: 3 clusters Score -98520.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -98555.445312 Penalty: 693.305542
	Iteration 3Q: 3 clusters Score -98555.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -98585.671875 Penalty: 693.305542
	Iteration 4Q: 3 clusters Score -98585.67 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -98611.187500 Penalty: 693.305542
	Iteration 5Q: 3 clusters Score -98611.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -98632.710938 Penalty: 693.305542
	Iteration 6Q: 3 clusters Score -98632.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -98655.117188 Penalty: 693.305542
	Iteration 7Q: 3 clusters Score -98655.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -98679.796875 Penalty: 693.305542
	Iteration 8Q: 3 clusters Score -98679.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -98711.929688 Penalty: 693.305542
	Iteration 9Q: 3 clusters Score -98711.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98760.242188 Penalty: 693.305542
	Iteration 10Q: 3 clusters Score -98760.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -98822.515625 Penalty: 693.305542
	Iteration 11Q: 3 clusters Score -98822.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98892.320312 Penalty: 693.305542
	Iteration 12Q: 3 clusters Score -98892.32 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -98962.539062 Penalty: 693.305542
	Iteration 13Q: 3 clusters Score -98962.54 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99052.906250 Penalty: 693.305542
	Iteration 14Q: 3 clusters Score -99052.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -99134.046875 Penalty: 693.305542
	Iteration 15Q: 3 clusters Score -99134.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -99188.781250 Penalty: 693.305542
	Iteration 16Q: 3 clusters Score -99188.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -99218.914062 Penalty: 693.305542
	Iteration 17Q: 3 clusters Score -99218.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -99238.523438 Penalty: 693.305542
	Iteration 18Q: 3 clusters Score -99238.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -99249.742188 Penalty: 693.305542
	Iteration 19Q: 3 clusters Score -99249.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -99251.976562 Penalty: 693.305542
	Iteration 20F: 3 clusters Score -99251.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -99254.140625 Penalty: 693.305542
	Iteration 21Q: 3 clusters Score -99254.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -99254.640625 Penalty: 693.305542
	Iteration 22Q: 3 clusters Score -99254.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -99254.640625 Penalty: 693.305542
	Iteration 23F: 3 clusters Score -99254.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -67572.562500 Penalty: 333.234283
	Iteration 0F: 2 clusters Score -67572.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66456.695312 Penalty: 666.468567
	Iteration 0F: 3 clusters Score -66456.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -66818.093750 Penalty: 666.468567
	Iteration 1F: 3 clusters Score -66818.09 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -66923.140625 Penalty: 666.468567
	Iteration 2F: 3 clusters Score -66923.14 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -67024.109375 Penalty: 666.468567
	Iteration 3F: 3 clusters Score -67024.11 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67089.132812 Penalty: 666.468567
	Iteration 4F: 3 clusters Score -67089.13 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -67144.093750 Penalty: 666.468567
	Iteration 5Q: 3 clusters Score -67144.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -67221.265625 Penalty: 666.468567
	Iteration 6Q: 3 clusters Score -67221.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -67307.710938 Penalty: 666.468567
	Iteration 7F: 3 clusters Score -67307.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -67354.242188 Penalty: 666.468567
	Iteration 8Q: 3 clusters Score -67354.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -67389.164062 Penalty: 666.468567
	Iteration 9Q: 3 clusters Score -67389.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67411.273438 Penalty: 666.468567
	Iteration 10Q: 3 clusters Score -67411.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -67429.414062 Penalty: 666.468567
	Iteration 11Q: 3 clusters Score -67429.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -67439.242188 Penalty: 666.468567
	Iteration 12Q: 3 clusters Score -67439.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -67451.734375 Penalty: 666.468567
	Iteration 13Q: 3 clusters Score -67451.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -67465.468750 Penalty: 666.468567
	Iteration 14Q: 3 clusters Score -67465.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -67473.804688 Penalty: 666.468567
	Iteration 15Q: 3 clusters Score -67473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67491.312500 Penalty: 666.468567
	Iteration 16Q: 3 clusters Score -67491.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67512.671875 Penalty: 666.468567
	Iteration 17Q: 3 clusters Score -67512.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67539.523438 Penalty: 666.468567
	Iteration 18Q: 3 clusters Score -67539.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67549.085938 Penalty: 666.468567
	Iteration 19Q: 3 clusters Score -67549.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67555.203125 Penalty: 666.468567
	Iteration 20F: 3 clusters Score -67555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67557.617188 Penalty: 666.468567
	Iteration 21Q: 3 clusters Score -67557.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67560.664062 Penalty: 666.468567
	Iteration 22Q: 3 clusters Score -67560.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -67561.398438 Penalty: 666.468567
	Iteration 23Q: 3 clusters Score -67561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67561.617188 Penalty: 666.468567
	Iteration 24Q: 3 clusters Score -67561.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67561.617188 Penalty: 666.468567
	Iteration 25F: 3 clusters Score -67561.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -18356.013672 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -18356.01 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 240 members 
Entering Unmasked Estep 
Score: -17943.416016 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -17943.42 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18049.203125 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -18049.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18086.935547 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -18086.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18100.115234 Penalty: 552.856506
	Iteration 3Q: 3 clusters Score -18100.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18110.689453 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -18110.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18118.687500 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -18118.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18125.816406 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -18125.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18131.648438 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -18131.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -18141.031250 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -18141.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18151.984375 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -18151.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18162.033203 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -18162.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -18169.300781 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -18169.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18173.542969 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -18173.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18174.335938 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -18174.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18174.335938 Penalty: 552.856506
	Iteration 14F: 3 clusters Score -18174.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Entering Unmasked Estep 
Score: -1393676.250000 Penalty: 465.205750
	Iteration 0F: 2 clusters Score -1393676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1375247.375000 Penalty: 930.411499
	Iteration 0F: 3 clusters Score -1375247 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1383405.625000 Penalty: 930.411499
	Iteration 1F: 3 clusters Score -1383406 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1384278.500000 Penalty: 930.411499
	Iteration 2Q: 3 clusters Score -1384278 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1385633.000000 Penalty: 930.411499
	Iteration 3F: 3 clusters Score -1385633 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1387308.875000 Penalty: 930.411499
	Iteration 4F: 3 clusters Score -1387309 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1388754.250000 Penalty: 930.411499
	Iteration 5F: 3 clusters Score -1388754 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1389484.000000 Penalty: 930.411499
	Iteration 6F: 3 clusters Score -1389484 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1389772.125000 Penalty: 930.411499
	Iteration 7Q: 3 clusters Score -1389772 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1389914.250000 Penalty: 930.411499
	Iteration 8Q: 3 clusters Score -1389914 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1390015.125000 Penalty: 930.411499
	Iteration 9Q: 3 clusters Score -1390015 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1390122.375000 Penalty: 930.411499
	Iteration 10Q: 3 clusters Score -1390122 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1390239.250000 Penalty: 930.411499
	Iteration 11Q: 3 clusters Score -1390239 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1390347.875000 Penalty: 930.411499
	Iteration 12Q: 3 clusters Score -1390348 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1390441.125000 Penalty: 930.411499
	Iteration 13Q: 3 clusters Score -1390441 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1390559.250000 Penalty: 930.411499
	Iteration 14Q: 3 clusters Score -1390559 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1390649.125000 Penalty: 930.411499
	Iteration 15Q: 3 clusters Score -1390649 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1390719.500000 Penalty: 930.411499
	Iteration 16Q: 3 clusters Score -1390720 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1390776.125000 Penalty: 930.411499
	Iteration 17Q: 3 clusters Score -1390776 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1390837.125000 Penalty: 930.411499
	Iteration 18Q: 3 clusters Score -1390837 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1390884.250000 Penalty: 930.411499
	Iteration 19Q: 3 clusters Score -1390884 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1390920.125000 Penalty: 930.411499
	Iteration 20F: 3 clusters Score -1390920 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1390940.500000 Penalty: 930.411499
	Iteration 21Q: 3 clusters Score -1390940 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1390970.000000 Penalty: 930.411499
	Iteration 22Q: 3 clusters Score -1390970 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1390995.750000 Penalty: 930.411499
	Iteration 23Q: 3 clusters Score -1390996 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1391009.000000 Penalty: 930.411499
	Iteration 24Q: 3 clusters Score -1391009 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1391024.875000 Penalty: 930.411499
	Iteration 25Q: 3 clusters Score -1391025 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1391032.625000 Penalty: 930.411499
	Iteration 26Q: 3 clusters Score -1391033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1391033.250000 Penalty: 930.411499
	Iteration 27Q: 3 clusters Score -1391033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1391038.250000 Penalty: 930.411499
	Iteration 28Q: 3 clusters Score -1391038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1391040.375000 Penalty: 930.411499
	Iteration 29Q: 3 clusters Score -1391040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1391043.750000 Penalty: 930.411499
	Iteration 30Q: 3 clusters Score -1391044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1391041.000000 Penalty: 930.411499
	Iteration 31Q: 3 clusters Score -1391041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1391040.125000 Penalty: 930.411499
	Iteration 32Q: 3 clusters Score -1391040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1391046.500000 Penalty: 930.411499
	Iteration 33Q: 3 clusters Score -1391046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1391054.000000 Penalty: 930.411499
	Iteration 34Q: 3 clusters Score -1391054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1391059.375000 Penalty: 930.411499
	Iteration 35Q: 3 clusters Score -1391059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1391059.875000 Penalty: 930.411499
	Iteration 36Q: 3 clusters Score -1391060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1391062.250000 Penalty: 930.411499
	Iteration 37Q: 3 clusters Score -1391062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1391062.625000 Penalty: 930.411499
	Iteration 38Q: 3 clusters Score -1391063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1391069.500000 Penalty: 930.411499
	Iteration 39Q: 3 clusters Score -1391070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1391070.000000 Penalty: 930.411499
	Iteration 40F: 3 clusters Score -1391070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1391073.500000 Penalty: 930.411499
	Iteration 41Q: 3 clusters Score -1391074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1391072.375000 Penalty: 930.411499
	Iteration 42Q: 3 clusters Score -1391072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1391073.875000 Penalty: 930.411499
	Iteration 43Q: 3 clusters Score -1391074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1391072.875000 Penalty: 930.411499
	Iteration 44Q: 3 clusters Score -1391073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1391073.375000 Penalty: 930.411499
	Iteration 45Q: 3 clusters Score -1391073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1391070.375000 Penalty: 930.411499
	Iteration 46Q: 3 clusters Score -1391070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1391074.125000 Penalty: 930.411499
	Iteration 47Q: 3 clusters Score -1391074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1391080.000000 Penalty: 930.411499
	Iteration 48Q: 3 clusters Score -1391080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1391084.375000 Penalty: 930.411499
	Iteration 49Q: 3 clusters Score -1391084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1391086.125000 Penalty: 930.411499
	Iteration 50Q: 3 clusters Score -1391086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1391091.875000 Penalty: 930.411499
	Iteration 51Q: 3 clusters Score -1391092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1391090.375000 Penalty: 930.411499
	Iteration 52Q: 3 clusters Score -1391090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1391092.000000 Penalty: 930.411499
	Iteration 53Q: 3 clusters Score -1391092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1391095.125000 Penalty: 930.411499
	Iteration 54Q: 3 clusters Score -1391095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1391097.500000 Penalty: 930.411499
	Iteration 55Q: 3 clusters Score -1391098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1391106.000000 Penalty: 930.411499
	Iteration 56Q: 3 clusters Score -1391106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1391114.125000 Penalty: 930.411499
	Iteration 57Q: 3 clusters Score -1391114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1391117.125000 Penalty: 930.411499
	Iteration 58Q: 3 clusters Score -1391117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1391120.000000 Penalty: 930.411499
	Iteration 59Q: 3 clusters Score -1391120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1391127.625000 Penalty: 930.411499
	Iteration 60F: 3 clusters Score -1391128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1391125.875000 Penalty: 930.411499
	Iteration 61Q: 3 clusters Score -1391126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1391133.250000 Penalty: 930.411499
	Iteration 62Q: 3 clusters Score -1391133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1391137.875000 Penalty: 930.411499
	Iteration 63Q: 3 clusters Score -1391138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1391145.000000 Penalty: 930.411499
	Iteration 64Q: 3 clusters Score -1391145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1391150.750000 Penalty: 930.411499
	Iteration 65Q: 3 clusters Score -1391151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1391160.250000 Penalty: 930.411499
	Iteration 66Q: 3 clusters Score -1391160 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1391167.000000 Penalty: 930.411499
	Iteration 67Q: 3 clusters Score -1391167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1391167.000000 Penalty: 930.411499
	Iteration 68Q: 3 clusters Score -1391167 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1391178.500000 Penalty: 930.411499
	Iteration 69Q: 3 clusters Score -1391178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1391189.125000 Penalty: 930.411499
	Iteration 70Q: 3 clusters Score -1391189 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1391203.250000 Penalty: 930.411499
	Iteration 71Q: 3 clusters Score -1391203 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1391206.375000 Penalty: 930.411499
	Iteration 72Q: 3 clusters Score -1391206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1391209.125000 Penalty: 930.411499
	Iteration 73Q: 3 clusters Score -1391209 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1391216.875000 Penalty: 930.411499
	Iteration 74Q: 3 clusters Score -1391217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1391224.375000 Penalty: 930.411499
	Iteration 75Q: 3 clusters Score -1391224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1391230.750000 Penalty: 930.411499
	Iteration 76Q: 3 clusters Score -1391231 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1391239.625000 Penalty: 930.411499
	Iteration 77Q: 3 clusters Score -1391240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1391251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1391258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1391256.625000 Penalty: 930.411499
	Iteration 80F: 3 clusters Score -1391257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1391263.000000 Penalty: 930.411499
	Iteration 81Q: 3 clusters Score -1391263 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1391272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1391275.750000 Penalty: 930.411499
	Iteration 83Q: 3 clusters Score -1391276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1391287.250000 Penalty: 930.411499
	Iteration 84Q: 3 clusters Score -1391287 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1391291.500000 Penalty: 930.411499
	Iteration 85Q: 3 clusters Score -1391292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1391305.250000 Penalty: 930.411499
	Iteration 86Q: 3 clusters Score -1391305 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1391313.500000 Penalty: 930.411499
	Iteration 87Q: 3 clusters Score -1391314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1391327.500000 Penalty: 930.411499
	Iteration 88Q: 3 clusters Score -1391328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1391333.125000 Penalty: 930.411499
	Iteration 89Q: 3 clusters Score -1391333 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1391341.250000 Penalty: 930.411499
	Iteration 90Q: 3 clusters Score -1391341 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1391346.125000 Penalty: 930.411499
	Iteration 91Q: 3 clusters Score -1391346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1391342.250000 Penalty: 930.411499
	Iteration 92Q: 3 clusters Score -1391342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1391355.500000 Penalty: 930.411499
	Iteration 93Q: 3 clusters Score -1391356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1391364.000000 Penalty: 930.411499
	Iteration 94Q: 3 clusters Score -1391364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1391374.375000 Penalty: 930.411499
	Iteration 95Q: 3 clusters Score -1391374 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1391389.500000 Penalty: 930.411499
	Iteration 96Q: 3 clusters Score -1391390 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1391405.625000 Penalty: 930.411499
	Iteration 97Q: 3 clusters Score -1391406 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1391420.625000 Penalty: 930.411499
	Iteration 98Q: 3 clusters Score -1391421 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1391448.875000 Penalty: 930.411499
	Iteration 99Q: 3 clusters Score -1391449 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1391463.500000 Penalty: 930.411499
	Iteration 100F: 3 clusters Score -1391464 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1391488.375000 Penalty: 930.411499
	Iteration 101Q: 3 clusters Score -1391488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1391500.875000 Penalty: 930.411499
	Iteration 102Q: 3 clusters Score -1391501 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1391529.875000 Penalty: 930.411499
	Iteration 103Q: 3 clusters Score -1391530 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1391553.375000 Penalty: 930.411499
	Iteration 104Q: 3 clusters Score -1391553 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1391578 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1391606.250000 Penalty: 930.411499
	Iteration 106Q: 3 clusters Score -1391606 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1391632.250000 Penalty: 930.411499
	Iteration 107Q: 3 clusters Score -1391632 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1391660.000000 Penalty: 930.411499
	Iteration 108Q: 3 clusters Score -1391660 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1391680.250000 Penalty: 930.411499
	Iteration 109Q: 3 clusters Score -1391680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1391707.125000 Penalty: 930.411499
	Iteration 110Q: 3 clusters Score -1391707 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1391725.500000 Penalty: 930.411499
	Iteration 111Q: 3 clusters Score -1391726 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1391763.250000 Penalty: 930.411499
	Iteration 112Q: 3 clusters Score -1391763 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1391797.250000 Penalty: 930.411499
	Iteration 113Q: 3 clusters Score -1391797 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1391835.875000 Penalty: 930.411499
	Iteration 114Q: 3 clusters Score -1391836 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1391883.000000 Penalty: 930.411499
	Iteration 115Q: 3 clusters Score -1391883 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1391929.625000 Penalty: 930.411499
	Iteration 116Q: 3 clusters Score -1391930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1392001.250000 Penalty: 930.411499
	Iteration 117Q: 3 clusters Score -1392001 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1392072.000000 Penalty: 930.411499
	Iteration 118Q: 3 clusters Score -1392072 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1392127.250000 Penalty: 930.411499
	Iteration 119Q: 3 clusters Score -1392127 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1392192.125000 Penalty: 930.411499
	Iteration 120F: 3 clusters Score -1392192 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1392258.875000 Penalty: 930.411499
	Iteration 121Q: 3 clusters Score -1392259 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1392313.625000 Penalty: 930.411499
	Iteration 122Q: 3 clusters Score -1392314 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1392376.875000 Penalty: 930.411499
	Iteration 123Q: 3 clusters Score -1392377 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1392458.625000 Penalty: 930.411499
	Iteration 124Q: 3 clusters Score -1392459 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1392539.875000 Penalty: 930.411499
	Iteration 125Q: 3 clusters Score -1392540 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1392615.125000 Penalty: 930.411499
	Iteration 126Q: 3 clusters Score -1392615 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1392708.500000 Penalty: 930.411499
	Iteration 127Q: 3 clusters Score -1392708 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1392790.375000 Penalty: 930.411499
	Iteration 128Q: 3 clusters Score -1392790 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1392866.875000 Penalty: 930.411499
	Iteration 129Q: 3 clusters Score -1392867 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1392930.375000 Penalty: 930.411499
	Iteration 130Q: 3 clusters Score -1392930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1393005.750000 Penalty: 930.411499
	Iteration 131Q: 3 clusters Score -1393006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1393068.375000 Penalty: 930.411499
	Iteration 132Q: 3 clusters Score -1393068 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1393110.000000 Penalty: 930.411499
	Iteration 133Q: 3 clusters Score -1393110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1393144.000000 Penalty: 930.411499
	Iteration 134Q: 3 clusters Score -1393144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1393182.375000 Penalty: 930.411499
	Iteration 135Q: 3 clusters Score -1393182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1393210.625000 Penalty: 930.411499
	Iteration 136Q: 3 clusters Score -1393211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1393233.250000 Penalty: 930.411499
	Iteration 137Q: 3 clusters Score -1393233 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1393255.875000 Penalty: 930.411499
	Iteration 138Q: 3 clusters Score -1393256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1393278.500000 Penalty: 930.411499
	Iteration 139Q: 3 clusters Score -1393278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1393291.500000 Penalty: 930.411499
	Iteration 140F: 3 clusters Score -1393292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1393302.875000 Penalty: 930.411499
	Iteration 141Q: 3 clusters Score -1393303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1393315.625000 Penalty: 930.411499
	Iteration 142Q: 3 clusters Score -1393316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1393326.250000 Penalty: 930.411499
	Iteration 143Q: 3 clusters Score -1393326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1393340.000000 Penalty: 930.411499
	Iteration 144Q: 3 clusters Score -1393340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1393347.000000 Penalty: 930.411499
	Iteration 145Q: 3 clusters Score -1393347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1393355.500000 Penalty: 930.411499
	Iteration 146Q: 3 clusters Score -1393356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1393358.375000 Penalty: 930.411499
	Iteration 147Q: 3 clusters Score -1393358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1393361.000000 Penalty: 930.411499
	Iteration 148Q: 3 clusters Score -1393361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1393363.625000 Penalty: 930.411499
	Iteration 149Q: 3 clusters Score -1393364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1393369.250000 Penalty: 930.411499
	Iteration 150Q: 3 clusters Score -1393369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1393373.250000 Penalty: 930.411499
	Iteration 151Q: 3 clusters Score -1393373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1393375.750000 Penalty: 930.411499
	Iteration 152Q: 3 clusters Score -1393376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1393376.750000 Penalty: 930.411499
	Iteration 153Q: 3 clusters Score -1393377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1393376.375000 Penalty: 930.411499
	Iteration 154Q: 3 clusters Score -1393376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1393376.500000 Penalty: 930.411499
	Iteration 155Q: 3 clusters Score -1393376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1393376.875000 Penalty: 930.411499
	Iteration 156Q: 3 clusters Score -1393377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1393377.250000 Penalty: 930.411499
	Iteration 157Q: 3 clusters Score -1393377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1393377.250000 Penalty: 930.411499
	Iteration 158F: 3 clusters Score -1393377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (346092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346092 members 
Entering Unmasked Estep 
Score: -16493819.000000 Penalty: 580.327942
	Iteration 0F: 2 clusters Score -1.649382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172996 members 
Mstep: Class 2 contains 173096 members 
Entering Unmasked Estep 
Score: -16266531.000000 Penalty: 1160.655884
	Iteration 0F: 3 clusters Score -1.626653e+07 nChanged 171041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Mstep: Class 2 contains 184387 members 
Entering Unmasked Estep 
Score: -16370425.000000 Penalty: 1160.655884
	Iteration 1F: 3 clusters Score -1.637042e+07 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153702 members 
Mstep: Class 2 contains 192390 members 
Entering Unmasked Estep 
Score: -16373939.000000 Penalty: 1160.655884
	Iteration 2Q: 3 clusters Score -1.637394e+07 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141367 members 
Mstep: Class 2 contains 204725 members 
Entering Unmasked Estep 
Score: -16378993.000000 Penalty: 1160.655884
	Iteration 3Q: 3 clusters Score -1.637899e+07 nChanged 19754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122935 members 
Mstep: Class 2 contains 223157 members 
Entering Unmasked Estep 
Score: -16388074.000000 Penalty: 1160.655884
	Iteration 4F: 3 clusters Score -1.638807e+07 nChanged 26116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 248973 members 
Entering Unmasked Estep 
Score: -16404671.000000 Penalty: 1160.655884
	Iteration 5F: 3 clusters Score -1.640467e+07 nChanged 31793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 280702 members 
Entering Unmasked Estep 
Score: -16430399.000000 Penalty: 1160.655884
	Iteration 6F: 3 clusters Score -1.64304e+07 nChanged 31486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 312186 members 
Entering Unmasked Estep 
Score: -16466215.000000 Penalty: 1160.655884
	Iteration 7F: 3 clusters Score -1.646622e+07 nChanged 21911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 334097 members 
Entering Unmasked Estep 
Score: -16484520.000000 Penalty: 1160.655884
	Iteration 8F: 3 clusters Score -1.648452e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 343327 members 
Entering Unmasked Estep 
Score: -16491396.000000 Penalty: 1160.655884
	Iteration 9Q: 3 clusters Score -1.64914e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 345590 members 
Entering Unmasked Estep 
Score: -16492920.000000 Penalty: 1160.655884
	Iteration 10Q: 3 clusters Score -1.649292e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 345977 members 
Entering Unmasked Estep 
Score: -16493229.000000 Penalty: 1160.655884
	Iteration 11Q: 3 clusters Score -1.649323e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 346038 members 
Entering Unmasked Estep 
Score: -16493274.000000 Penalty: 1160.655884
	Iteration 12Q: 3 clusters Score -1.649327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 346058 members 
Entering Unmasked Estep 
Score: -16493312.000000 Penalty: 1160.655884
	Iteration 13Q: 3 clusters Score -1.649331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 346061 members 
Entering Unmasked Estep 
Score: -16493327.000000 Penalty: 1160.655884
	Iteration 14Q: 3 clusters Score -1.649333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 346062 members 
Entering Unmasked Estep 
Score: -16493341.000000 Penalty: 1160.655884
	Iteration 15Q: 3 clusters Score -1.649334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 346061 members 
Entering Unmasked Estep 
Score: -16493344.000000 Penalty: 1160.655884
	Iteration 16Q: 3 clusters Score -1.649334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 346061 members 
Entering Unmasked Estep 
Score: -16493344.000000 Penalty: 1160.655884
	Iteration 17F: 3 clusters Score -1.649334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -24244.929688 Penalty: 286.434601
	Iteration 0F: 2 clusters Score -24244.93 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 310 members 
Entering Unmasked Estep 
Score: -23731.277344 Penalty: 572.869202
	Iteration 0F: 3 clusters Score -23731.28 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23839.113281 Penalty: 572.869202
	Iteration 1F: 3 clusters Score -23839.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23880.814453 Penalty: 572.869202
	Iteration 2F: 3 clusters Score -23880.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -23910.085938 Penalty: 572.869202
	Iteration 3Q: 3 clusters Score -23910.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23924.675781 Penalty: 572.869202
	Iteration 4Q: 3 clusters Score -23924.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23935.117188 Penalty: 572.869202
	Iteration 5Q: 3 clusters Score -23935.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23944.671875 Penalty: 572.869202
	Iteration 6Q: 3 clusters Score -23944.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23950.439453 Penalty: 572.869202
	Iteration 7Q: 3 clusters Score -23950.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23955.925781 Penalty: 572.869202
	Iteration 8Q: 3 clusters Score -23955.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23961.111328 Penalty: 572.869202
	Iteration 9Q: 3 clusters Score -23961.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23963.919922 Penalty: 572.869202
	Iteration 10Q: 3 clusters Score -23963.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -23965.613281 Penalty: 572.869202
	Iteration 11Q: 3 clusters Score -23965.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -23966.111328 Penalty: 572.869202
	Iteration 12Q: 3 clusters Score -23966.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23966.468750 Penalty: 572.869202
	Iteration 13Q: 3 clusters Score -23966.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -23968.531250 Penalty: 572.869202
	Iteration 14Q: 3 clusters Score -23968.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -23969.001953 Penalty: 572.869202
	Iteration 15Q: 3 clusters Score -23969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -23969.001953 Penalty: 572.869202
	Iteration 16F: 3 clusters Score -23969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -10298.821289 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -10298.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9988.466797 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -9988.467 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10128.601562 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -10128.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10161.219727 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -10161.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10196.617188 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -10196.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10233.622070 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -10233.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10256.196289 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -10256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10269.199219 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -10269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10273.110352 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -10273.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10274.710938 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -10274.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10275.526367 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -10275.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10276.344727 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -10276.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10276.344727 Penalty: 510.127991
	Iteration 11F: 3 clusters Score -10276.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -54171.609375 Penalty: 323.387878
	Iteration 0F: 2 clusters Score -54171.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -53212.789062 Penalty: 646.775757
	Iteration 0F: 3 clusters Score -53212.79 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -53496.878906 Penalty: 646.775757
	Iteration 1F: 3 clusters Score -53496.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -53566.894531 Penalty: 646.775757
	Iteration 2F: 3 clusters Score -53566.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -53628.769531 Penalty: 646.775757
	Iteration 3F: 3 clusters Score -53628.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -53677.441406 Penalty: 646.775757
	Iteration 4Q: 3 clusters Score -53677.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -53713.964844 Penalty: 646.775757
	Iteration 5Q: 3 clusters Score -53713.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -53750.800781 Penalty: 646.775757
	Iteration 6Q: 3 clusters Score -53750.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -53795.910156 Penalty: 646.775757
	Iteration 7Q: 3 clusters Score -53795.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -53834.875000 Penalty: 646.775757
	Iteration 8Q: 3 clusters Score -53834.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -53869.148438 Penalty: 646.775757
	Iteration 9Q: 3 clusters Score -53869.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -53887.167969 Penalty: 646.775757
	Iteration 10Q: 3 clusters Score -53887.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -53898.023438 Penalty: 646.775757
	Iteration 11Q: 3 clusters Score -53898.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -53914.835938 Penalty: 646.775757
	Iteration 12Q: 3 clusters Score -53914.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -53924.812500 Penalty: 646.775757
	Iteration 13Q: 3 clusters Score -53924.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -53929.605469 Penalty: 646.775757
	Iteration 14Q: 3 clusters Score -53929.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -53935.695312 Penalty: 646.775757
	Iteration 15Q: 3 clusters Score -53935.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -53942.042969 Penalty: 646.775757
	Iteration 16Q: 3 clusters Score -53942.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -53946.843750 Penalty: 646.775757
	Iteration 17Q: 3 clusters Score -53946.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -53952.390625 Penalty: 646.775757
	Iteration 18Q: 3 clusters Score -53952.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -53955.652344 Penalty: 646.775757
	Iteration 19Q: 3 clusters Score -53955.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -53958.042969 Penalty: 646.775757
	Iteration 20F: 3 clusters Score -53958.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -53961.734375 Penalty: 646.775757
	Iteration 21Q: 3 clusters Score -53961.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -53962.253906 Penalty: 646.775757
	Iteration 22Q: 3 clusters Score -53962.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -53962.804688 Penalty: 646.775757
	Iteration 23Q: 3 clusters Score -53962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -53962.804688 Penalty: 646.775757
	Iteration 24F: 3 clusters Score -53962.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -178090.640625 Penalty: 376.783905
	Iteration 0F: 2 clusters Score -178090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -175447.171875 Penalty: 753.567810
	Iteration 0F: 3 clusters Score -175447.2 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -176403.828125 Penalty: 753.567810
	Iteration 1F: 3 clusters Score -176403.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -176542.015625 Penalty: 753.567810
	Iteration 2F: 3 clusters Score -176542 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -176706.250000 Penalty: 753.567810
	Iteration 3F: 3 clusters Score -176706.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -176917.421875 Penalty: 753.567810
	Iteration 4F: 3 clusters Score -176917.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177173.703125 Penalty: 753.567810
	Iteration 5F: 3 clusters Score -177173.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -177434.968750 Penalty: 753.567810
	Iteration 6F: 3 clusters Score -177435 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -177592.828125 Penalty: 753.567810
	Iteration 7Q: 3 clusters Score -177592.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -177667.000000 Penalty: 753.567810
	Iteration 8Q: 3 clusters Score -177667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -177713.453125 Penalty: 753.567810
	Iteration 9Q: 3 clusters Score -177713.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -177739.890625 Penalty: 753.567810
	Iteration 10Q: 3 clusters Score -177739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -177751.421875 Penalty: 753.567810
	Iteration 11Q: 3 clusters Score -177751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -177755.781250 Penalty: 753.567810
	Iteration 12Q: 3 clusters Score -177755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -177755.781250 Penalty: 753.567810
	Iteration 13F: 3 clusters Score -177755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -14832.842773 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -14832.84 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 165 members 
Entering Unmasked Estep 
Score: -14447.791016 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -14447.79 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14520.732422 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -14520.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14547.832031 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -14547.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14575.289062 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -14575.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14583.369141 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -14583.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14589.191406 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -14589.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14598.572266 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -14598.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14602.671875 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -14602.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14605.051758 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -14605.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14609.081055 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -14609.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14616.241211 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -14616.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14626.503906 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -14626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14630.631836 Penalty: 530.701294
	Iteration 12Q: 3 clusters Score -14630.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14633.175781 Penalty: 530.701294
	Iteration 13Q: 3 clusters Score -14633.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14636.238281 Penalty: 530.701294
	Iteration 14Q: 3 clusters Score -14636.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14638.476562 Penalty: 530.701294
	Iteration 15Q: 3 clusters Score -14638.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14640.667969 Penalty: 530.701294
	Iteration 16Q: 3 clusters Score -14640.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14645.453125 Penalty: 530.701294
	Iteration 17Q: 3 clusters Score -14645.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14649.406250 Penalty: 530.701294
	Iteration 18Q: 3 clusters Score -14649.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14651.803711 Penalty: 530.701294
	Iteration 19Q: 3 clusters Score -14651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14653.951172 Penalty: 530.701294
	Iteration 20F: 3 clusters Score -14653.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14654.322266 Penalty: 530.701294
	Iteration 21Q: 3 clusters Score -14654.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14654.903320 Penalty: 530.701294
	Iteration 22Q: 3 clusters Score -14654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14654.903320 Penalty: 530.701294
	Iteration 23F: 3 clusters Score -14654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9557.097656 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -9557.098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9261.198242 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -9261.198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9325.552734 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -9325.553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9345.671875 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -9345.672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9350.908203 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -9350.908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9353.048828 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -9353.049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9354.388672 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -9354.389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9356.308594 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -9356.309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9356.869141 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -9356.869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9356.869141 Penalty: 484.836731
	Iteration 8F: 3 clusters Score -9356.869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -8460.964844 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -8460.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8205.194336 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -8205.194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8287.988281 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -8287.988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8310.666016 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -8310.666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8334.231445 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -8334.231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8349.145508 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -8349.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8361.168945 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -8361.169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8366.168945 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -8366.169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8373.068359 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -8373.068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8377.520508 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -8377.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8378.557617 Penalty: 486.586761
	Iteration 9Q: 3 clusters Score -8378.558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8380.462891 Penalty: 486.586761
	Iteration 10Q: 3 clusters Score -8380.463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8392.053711 Penalty: 486.586761
	Iteration 11Q: 3 clusters Score -8392.054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8401.486328 Penalty: 486.586761
	Iteration 12Q: 3 clusters Score -8401.486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8406.176758 Penalty: 486.586761
	Iteration 13Q: 3 clusters Score -8406.177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8407.694336 Penalty: 486.586761
	Iteration 14Q: 3 clusters Score -8407.694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8408.391602 Penalty: 486.586761
	Iteration 15Q: 3 clusters Score -8408.392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8409.166016 Penalty: 486.586761
	Iteration 16Q: 3 clusters Score -8409.166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8409.166016 Penalty: 486.586761
	Iteration 17F: 3 clusters Score -8409.166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Entering Unmasked Estep 
Score: -1368485.625000 Penalty: 464.248260
	Iteration 0F: 2 clusters Score -1368486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1350643.000000 Penalty: 928.496521
	Iteration 0F: 3 clusters Score -1350643 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1358374.250000 Penalty: 928.496521
	Iteration 1F: 3 clusters Score -1358374 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1359445.000000 Penalty: 928.496521
	Iteration 2F: 3 clusters Score -1359445 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1361064.250000 Penalty: 928.496521
	Iteration 3F: 3 clusters Score -1361064 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1362879.500000 Penalty: 928.496521
	Iteration 4F: 3 clusters Score -1362880 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -1364490.750000 Penalty: 928.496521
	Iteration 5F: 3 clusters Score -1364491 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1365496.625000 Penalty: 928.496521
	Iteration 6F: 3 clusters Score -1365497 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1366013.250000 Penalty: 928.496521
	Iteration 7Q: 3 clusters Score -1366013 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -1366349.875000 Penalty: 928.496521
	Iteration 8Q: 3 clusters Score -1366350 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -1366651.000000 Penalty: 928.496521
	Iteration 9Q: 3 clusters Score -1366651 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -1366883.625000 Penalty: 928.496521
	Iteration 10Q: 3 clusters Score -1366884 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -1367072.000000 Penalty: 928.496521
	Iteration 11Q: 3 clusters Score -1367072 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -1367213.000000 Penalty: 928.496521
	Iteration 12Q: 3 clusters Score -1367213 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -1367325.125000 Penalty: 928.496521
	Iteration 13Q: 3 clusters Score -1367325 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -1367435.750000 Penalty: 928.496521
	Iteration 14Q: 3 clusters Score -1367436 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -1367509.625000 Penalty: 928.496521
	Iteration 15Q: 3 clusters Score -1367510 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -1367571.000000 Penalty: 928.496521
	Iteration 16Q: 3 clusters Score -1367571 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -1367628.250000 Penalty: 928.496521
	Iteration 17Q: 3 clusters Score -1367628 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -1367692.125000 Penalty: 928.496521
	Iteration 18Q: 3 clusters Score -1367692 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -1367744.625000 Penalty: 928.496521
	Iteration 19Q: 3 clusters Score -1367745 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -1367782.000000 Penalty: 928.496521
	Iteration 20F: 3 clusters Score -1367782 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -1367818.750000 Penalty: 928.496521
	Iteration 21Q: 3 clusters Score -1367819 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -1367869.000000 Penalty: 928.496521
	Iteration 22Q: 3 clusters Score -1367869 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -1367912.250000 Penalty: 928.496521
	Iteration 23Q: 3 clusters Score -1367912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -1367945.125000 Penalty: 928.496521
	Iteration 24Q: 3 clusters Score -1367945 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -1367985.000000 Penalty: 928.496521
	Iteration 25Q: 3 clusters Score -1367985 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -1368006.750000 Penalty: 928.496521
	Iteration 26Q: 3 clusters Score -1368007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -1368028.125000 Penalty: 928.496521
	Iteration 27Q: 3 clusters Score -1368028 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -1368047.375000 Penalty: 928.496521
	Iteration 28Q: 3 clusters Score -1368047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -1368070.375000 Penalty: 928.496521
	Iteration 29Q: 3 clusters Score -1368070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -1368088.500000 Penalty: 928.496521
	Iteration 30Q: 3 clusters Score -1368088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -1368106.500000 Penalty: 928.496521
	Iteration 31Q: 3 clusters Score -1368106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -1368119.750000 Penalty: 928.496521
	Iteration 32Q: 3 clusters Score -1368120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -1368129.375000 Penalty: 928.496521
	Iteration 33Q: 3 clusters Score -1368129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -1368146.250000 Penalty: 928.496521
	Iteration 34Q: 3 clusters Score -1368146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -1368157.875000 Penalty: 928.496521
	Iteration 35Q: 3 clusters Score -1368158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -1368167.125000 Penalty: 928.496521
	Iteration 36Q: 3 clusters Score -1368167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -1368176.375000 Penalty: 928.496521
	Iteration 37Q: 3 clusters Score -1368176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -1368182.500000 Penalty: 928.496521
	Iteration 38Q: 3 clusters Score -1368182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -1368187.375000 Penalty: 928.496521
	Iteration 39Q: 3 clusters Score -1368187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -1368189.125000 Penalty: 928.496521
	Iteration 40F: 3 clusters Score -1368189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -1368196.875000 Penalty: 928.496521
	Iteration 41Q: 3 clusters Score -1368197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -1368209.000000 Penalty: 928.496521
	Iteration 42Q: 3 clusters Score -1368209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -1368211.750000 Penalty: 928.496521
	Iteration 43Q: 3 clusters Score -1368212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -1368214.125000 Penalty: 928.496521
	Iteration 44Q: 3 clusters Score -1368214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -1368220.875000 Penalty: 928.496521
	Iteration 45Q: 3 clusters Score -1368221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1368218.750000 Penalty: 928.496521
	Iteration 46Q: 3 clusters Score -1368219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -1368220.250000 Penalty: 928.496521
	Iteration 47Q: 3 clusters Score -1368220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -1368222.625000 Penalty: 928.496521
	Iteration 48Q: 3 clusters Score -1368223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -1368224.375000 Penalty: 928.496521
	Iteration 49Q: 3 clusters Score -1368224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -1368228.750000 Penalty: 928.496521
	Iteration 50Q: 3 clusters Score -1368229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -1368229.625000 Penalty: 928.496521
	Iteration 51Q: 3 clusters Score -1368230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -1368230.250000 Penalty: 928.496521
	Iteration 52Q: 3 clusters Score -1368230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -1368232.125000 Penalty: 928.496521
	Iteration 53Q: 3 clusters Score -1368232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -1368231.000000 Penalty: 928.496521
	Iteration 54Q: 3 clusters Score -1368231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -1368229.250000 Penalty: 928.496521
	Iteration 55Q: 3 clusters Score -1368229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -1368230.375000 Penalty: 928.496521
	Iteration 56Q: 3 clusters Score -1368230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -1368231.250000 Penalty: 928.496521
	Iteration 57Q: 3 clusters Score -1368231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -1368231.250000 Penalty: 928.496521
	Iteration 58F: 3 clusters Score -1368231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -19366.802734 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -19366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18945.238281 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -18945.24 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19073.451172 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -19073.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19100.300781 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -19100.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19111.552734 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -19111.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19123.722656 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -19123.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19132.923828 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -19132.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19144.681641 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -19144.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19155.255859 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -19155.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19162.890625 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -19162.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19170.197266 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -19170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19178.796875 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -19178.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19189.285156 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -19189.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19193.976562 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -19193.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19194.908203 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -19194.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19196.529297 Penalty: 548.133728
	Iteration 14Q: 3 clusters Score -19196.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19197.660156 Penalty: 548.133728
	Iteration 15Q: 3 clusters Score -19197.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19198.031250 Penalty: 548.133728
	Iteration 16Q: 3 clusters Score -19198.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19198.730469 Penalty: 548.133728
	Iteration 17Q: 3 clusters Score -19198.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19198.730469 Penalty: 548.133728
	Iteration 18F: 3 clusters Score -19198.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15389.283203 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -15389.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14972.083008 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -14972.08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15128.570312 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -15128.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15248.316406 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -15248.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15442.319336 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -15442.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15502.151367 Penalty: 541.745117
	Iteration 4F: 3 clusters Score -15502.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15520.818359 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -15520.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15538.573242 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -15538.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15544.875977 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -15544.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15555.267578 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -15555.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15560.494141 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -15560.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15560.494141 Penalty: 541.745117
	Iteration 10F: 3 clusters Score -15560.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108100 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27565 members 
Mstep: Class 13 contains 346092 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 43819 members 
Mstep: Class 25 contains 32701 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 132 members 
Entering Unmasked Estep 
Score: -28389572.000000 Penalty: 16968.279297
Splitting cluster 23 changes total score from -28389738.000000 to -28389572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (43819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Entering Unmasked Estep 
Score: -2018341.500000 Penalty: 486.295929
	Iteration 0F: 2 clusters Score -2018342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -1989170.875000 Penalty: 972.591858
	Iteration 0F: 3 clusters Score -1989171 nChanged 21044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2002350.750000 Penalty: 972.591858
	Iteration 1F: 3 clusters Score -2002351 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2003304.250000 Penalty: 972.591858
	Iteration 2Q: 3 clusters Score -2003304 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -2004488.625000 Penalty: 972.591858
	Iteration 3F: 3 clusters Score -2004489 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -2006058.625000 Penalty: 972.591858
	Iteration 4F: 3 clusters Score -2006059 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -2007863.625000 Penalty: 972.591858
	Iteration 5F: 3 clusters Score -2007864 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -2009646.500000 Penalty: 972.591858
	Iteration 6F: 3 clusters Score -2009646 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -2010976.250000 Penalty: 972.591858
	Iteration 7Q: 3 clusters Score -2010976 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -2011828.250000 Penalty: 972.591858
	Iteration 8Q: 3 clusters Score -2011828 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -2012413.250000 Penalty: 972.591858
	Iteration 9Q: 3 clusters Score -2012413 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -2012960.250000 Penalty: 972.591858
	Iteration 10Q: 3 clusters Score -2012960 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -2013545.250000 Penalty: 972.591858
	Iteration 11Q: 3 clusters Score -2013545 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -2014183.375000 Penalty: 972.591858
	Iteration 12Q: 3 clusters Score -2014183 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -2014897.750000 Penalty: 972.591858
	Iteration 13Q: 3 clusters Score -2014898 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -2015634.875000 Penalty: 972.591858
	Iteration 14Q: 3 clusters Score -2015635 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -2016280.875000 Penalty: 972.591858
	Iteration 15Q: 3 clusters Score -2016281 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -2016837.125000 Penalty: 972.591858
	Iteration 16Q: 3 clusters Score -2016837 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -2017246.375000 Penalty: 972.591858
	Iteration 17Q: 3 clusters Score -2017246 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -2017525.500000 Penalty: 972.591858
	Iteration 18Q: 3 clusters Score -2017526 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -2017723.250000 Penalty: 972.591858
	Iteration 19Q: 3 clusters Score -2017723 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -2017868.875000 Penalty: 972.591858
	Iteration 20F: 3 clusters Score -2017869 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -2017966.375000 Penalty: 972.591858
	Iteration 21Q: 3 clusters Score -2017966 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -2018027.250000 Penalty: 972.591858
	Iteration 22Q: 3 clusters Score -2018027 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -2018076.000000 Penalty: 972.591858
	Iteration 23Q: 3 clusters Score -2018076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -2018124.500000 Penalty: 972.591858
	Iteration 24Q: 3 clusters Score -2018124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -2018160.625000 Penalty: 972.591858
	Iteration 25Q: 3 clusters Score -2018161 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -2018185.125000 Penalty: 972.591858
	Iteration 26Q: 3 clusters Score -2018185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -2018204.750000 Penalty: 972.591858
	Iteration 27Q: 3 clusters Score -2018205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -2018220.500000 Penalty: 972.591858
	Iteration 28Q: 3 clusters Score -2018220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -2018232.625000 Penalty: 972.591858
	Iteration 29Q: 3 clusters Score -2018233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -2018237.750000 Penalty: 972.591858
	Iteration 30Q: 3 clusters Score -2018238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -2018244.250000 Penalty: 972.591858
	Iteration 31Q: 3 clusters Score -2018244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -2018246.750000 Penalty: 972.591858
	Iteration 32Q: 3 clusters Score -2018247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -2018253.000000 Penalty: 972.591858
	Iteration 33Q: 3 clusters Score -2018253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -2018254.250000 Penalty: 972.591858
	Iteration 34Q: 3 clusters Score -2018254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -2018253.750000 Penalty: 972.591858
	Iteration 35Q: 3 clusters Score -2018254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -2018254.625000 Penalty: 972.591858
	Iteration 36Q: 3 clusters Score -2018255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -2018256.875000 Penalty: 972.591858
	Iteration 37Q: 3 clusters Score -2018257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -2018255.750000 Penalty: 972.591858
	Iteration 38Q: 3 clusters Score -2018256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -2018258.375000 Penalty: 972.591858
	Iteration 39Q: 3 clusters Score -2018258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -2018282.625000 Penalty: 972.591858
	Iteration 40F: 3 clusters Score -2018283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -2018294.875000 Penalty: 972.591858
	Iteration 41Q: 3 clusters Score -2018295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -2018300.625000 Penalty: 972.591858
	Iteration 42Q: 3 clusters Score -2018301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -2018305.750000 Penalty: 972.591858
	Iteration 43Q: 3 clusters Score -2018306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -2018308.375000 Penalty: 972.591858
	Iteration 44Q: 3 clusters Score -2018308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -2018306.375000 Penalty: 972.591858
	Iteration 45Q: 3 clusters Score -2018306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -2018311.875000 Penalty: 972.591858
	Iteration 46Q: 3 clusters Score -2018312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -2018310.750000 Penalty: 972.591858
	Iteration 47Q: 3 clusters Score -2018311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -2018312.125000 Penalty: 972.591858
	Iteration 48Q: 3 clusters Score -2018312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -2018311.625000 Penalty: 972.591858
	Iteration 49Q: 3 clusters Score -2018312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -2018316.375000 Penalty: 972.591858
	Iteration 50Q: 3 clusters Score -2018316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -2018313.875000 Penalty: 972.591858
	Iteration 51Q: 3 clusters Score -2018314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -2018314.125000 Penalty: 972.591858
	Iteration 52Q: 3 clusters Score -2018314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -2018315.625000 Penalty: 972.591858
	Iteration 53Q: 3 clusters Score -2018316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -2018312.250000 Penalty: 972.591858
	Iteration 54Q: 3 clusters Score -2018312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -2018312.750000 Penalty: 972.591858
	Iteration 55Q: 3 clusters Score -2018313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -2018312.000000 Penalty: 972.591858
	Iteration 56Q: 3 clusters Score -2018312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -2018311.375000 Penalty: 972.591858
	Iteration 57Q: 3 clusters Score -2018311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -2018314.125000 Penalty: 972.591858
	Iteration 58Q: 3 clusters Score -2018314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -2018314.000000 Penalty: 972.591858
	Iteration 59Q: 3 clusters Score -2018314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -2018316.250000 Penalty: 972.591858
	Iteration 60F: 3 clusters Score -2018316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -2018315.750000 Penalty: 972.591858
	Iteration 61Q: 3 clusters Score -2018316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -2018316.875000 Penalty: 972.591858
	Iteration 62Q: 3 clusters Score -2018317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -2018316.875000 Penalty: 972.591858
	Iteration 63F: 3 clusters Score -2018317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Entering Unmasked Estep 
Score: -1659146.750000 Penalty: 472.979797
	Iteration 0F: 2 clusters Score -1659147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1637180.875000 Penalty: 945.959595
	Iteration 0F: 3 clusters Score -1637181 nChanged 15682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1646155.750000 Penalty: 945.959595
	Iteration 1F: 3 clusters Score -1646156 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1646576.375000 Penalty: 945.959595
	Iteration 2Q: 3 clusters Score -1646576 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1647258.625000 Penalty: 945.959595
	Iteration 3Q: 3 clusters Score -1647259 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -1648378.750000 Penalty: 945.959595
	Iteration 4F: 3 clusters Score -1648379 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -1650220.875000 Penalty: 945.959595
	Iteration 5F: 3 clusters Score -1650221 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -1652654.500000 Penalty: 945.959595
	Iteration 6F: 3 clusters Score -1652654 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -1654835.250000 Penalty: 945.959595
	Iteration 7F: 3 clusters Score -1654835 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1656220.875000 Penalty: 945.959595
	Iteration 8F: 3 clusters Score -1656221 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -1656980.500000 Penalty: 945.959595
	Iteration 9Q: 3 clusters Score -1656980 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -1657392.500000 Penalty: 945.959595
	Iteration 10Q: 3 clusters Score -1657392 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -1657681.125000 Penalty: 945.959595
	Iteration 11Q: 3 clusters Score -1657681 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -1657907.375000 Penalty: 945.959595
	Iteration 12Q: 3 clusters Score -1657907 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -1658143.000000 Penalty: 945.959595
	Iteration 13Q: 3 clusters Score -1658143 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -1658326.125000 Penalty: 945.959595
	Iteration 14Q: 3 clusters Score -1658326 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -1658447.500000 Penalty: 945.959595
	Iteration 15Q: 3 clusters Score -1658448 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -1658535.125000 Penalty: 945.959595
	Iteration 16Q: 3 clusters Score -1658535 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -1658608.625000 Penalty: 945.959595
	Iteration 17Q: 3 clusters Score -1658609 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -1658675.250000 Penalty: 945.959595
	Iteration 18Q: 3 clusters Score -1658675 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -1658714.250000 Penalty: 945.959595
	Iteration 19Q: 3 clusters Score -1658714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -1658743.500000 Penalty: 945.959595
	Iteration 20F: 3 clusters Score -1658744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -1658778.750000 Penalty: 945.959595
	Iteration 21Q: 3 clusters Score -1658779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -1658803.250000 Penalty: 945.959595
	Iteration 22Q: 3 clusters Score -1658803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -1658824.000000 Penalty: 945.959595
	Iteration 23Q: 3 clusters Score -1658824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -1658839.250000 Penalty: 945.959595
	Iteration 24Q: 3 clusters Score -1658839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -1658857.750000 Penalty: 945.959595
	Iteration 25Q: 3 clusters Score -1658858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -1658865.250000 Penalty: 945.959595
	Iteration 26Q: 3 clusters Score -1658865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -1658877.625000 Penalty: 945.959595
	Iteration 27Q: 3 clusters Score -1658878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -1658883.125000 Penalty: 945.959595
	Iteration 28Q: 3 clusters Score -1658883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -1658885.500000 Penalty: 945.959595
	Iteration 29Q: 3 clusters Score -1658886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -1658887.000000 Penalty: 945.959595
	Iteration 30Q: 3 clusters Score -1658887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -1658891.000000 Penalty: 945.959595
	Iteration 31Q: 3 clusters Score -1658891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -1658890.375000 Penalty: 945.959595
	Iteration 32Q: 3 clusters Score -1658890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -1658895.875000 Penalty: 945.959595
	Iteration 33Q: 3 clusters Score -1658896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -1658898.250000 Penalty: 945.959595
	Iteration 34Q: 3 clusters Score -1658898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -1658895.750000 Penalty: 945.959595
	Iteration 35Q: 3 clusters Score -1658896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -1658897.125000 Penalty: 945.959595
	Iteration 36Q: 3 clusters Score -1658897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -1658898.250000 Penalty: 945.959595
	Iteration 37Q: 3 clusters Score -1658898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -1658904.375000 Penalty: 945.959595
	Iteration 38Q: 3 clusters Score -1658904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -1658904.500000 Penalty: 945.959595
	Iteration 39Q: 3 clusters Score -1658904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -1658904.500000 Penalty: 945.959595
	Iteration 40F: 3 clusters Score -1658904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -22281.781250 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -22281.78 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 298 members 
Entering Unmasked Estep 
Score: -21749.097656 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -21749.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21969.435547 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -21969.44 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22048.982422 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -22048.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22101.552734 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -22101.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22150.294922 Penalty: 576.489929
	Iteration 4Q: 3 clusters Score -22150.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22175.005859 Penalty: 576.489929
	Iteration 5Q: 3 clusters Score -22175.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22200.734375 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -22200.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22212.306641 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -22212.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22221.285156 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -22221.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22224.818359 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -22224.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22226.064453 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -22226.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22227.076172 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -22227.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22228.281250 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -22228.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22230.111328 Penalty: 576.489929
	Iteration 13Q: 3 clusters Score -22230.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22231.865234 Penalty: 576.489929
	Iteration 14Q: 3 clusters Score -22231.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22233.689453 Penalty: 576.489929
	Iteration 15Q: 3 clusters Score -22233.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22234.201172 Penalty: 576.489929
	Iteration 16Q: 3 clusters Score -22234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22236.238281 Penalty: 576.489929
	Iteration 17Q: 3 clusters Score -22236.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22241.550781 Penalty: 576.489929
	Iteration 18Q: 3 clusters Score -22241.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22267.150391 Penalty: 576.489929
	Iteration 19Q: 3 clusters Score -22267.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22302.488281 Penalty: 576.489929
	Iteration 20F: 3 clusters Score -22302.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22317.886719 Penalty: 576.489929
	Iteration 21Q: 3 clusters Score -22317.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22323.535156 Penalty: 576.489929
	Iteration 22Q: 3 clusters Score -22323.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22326.226562 Penalty: 576.489929
	Iteration 23Q: 3 clusters Score -22326.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -22328.257812 Penalty: 576.489929
	Iteration 24Q: 3 clusters Score -22328.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22328.808594 Penalty: 576.489929
	Iteration 25Q: 3 clusters Score -22328.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22329.937500 Penalty: 576.489929
	Iteration 26Q: 3 clusters Score -22329.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22330.738281 Penalty: 576.489929
	Iteration 27Q: 3 clusters Score -22330.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22333.796875 Penalty: 576.489929
	Iteration 28Q: 3 clusters Score -22333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22335.533203 Penalty: 576.489929
	Iteration 29Q: 3 clusters Score -22335.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22339.429688 Penalty: 576.489929
	Iteration 30Q: 3 clusters Score -22339.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22341.009766 Penalty: 576.489929
	Iteration 31Q: 3 clusters Score -22341.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22341.539062 Penalty: 576.489929
	Iteration 32Q: 3 clusters Score -22341.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22341.595703 Penalty: 576.489929
	Iteration 33Q: 3 clusters Score -22341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22341.595703 Penalty: 576.489929
	Iteration 34F: 3 clusters Score -22341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 108100 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 27565 members 
Mstep: Class 13 contains 346092 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 272 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 210 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 43819 members 
Mstep: Class 25 contains 32701 members 
Mstep: Class 26 contains 269 members 
Mstep: Class 27 contains 312 members 
Mstep: Class 28 contains 295 members 
Entering Unmasked Estep 
Score: -28389478.000000 Penalty: 16968.279297
Splitting cluster 26 changes total score from -28389738.000000 to -28389478.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -13054.840820 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -13054.84 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 155 members 
Entering Unmasked Estep 
Score: -12681.287109 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -12681.29 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12764.568359 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -12764.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12802.750977 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -12802.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12837.156250 Penalty: 522.613281
	Iteration 3F: 3 clusters Score -12837.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12852.417969 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -12852.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12858.241211 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -12858.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12859.698242 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -12859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12860.681641 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -12860.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12860.681641 Penalty: 522.613281
	Iteration 8F: 3 clusters Score -12860.68 nChanged 0
--- Evaluating fit on full set of 1825772 points ---
Entering Unmasked Estep 
Score: -84240904.000000 Penalty: 17711.916016
25->28 Clusters: Score -84240904.000000, best is -85170728.000000

Main iterations: 0 (time per=infms)
Total iterations: 29226 (time per=121.553755ms)
Iterations metric 2: 273510563840.000000 (time per=12.988639ns)
Iterations metric 3: 3282137251840.000000 (time per=1082.383141ps)

That took 3552.530029 seconds.
